{"generated_at":"2026-09-20T22:25:36+00:00","categories":[{"slug":"artificial-intelligence","name":"Artificial Intelligence","description":null,"verdict":"Artificial intelligence has crossed from research curiosity to general-purpose infrastructure in three years \u2013 faster than any prior technology adoption. Compute, power, and regulation are the constraints that decide the next adoption tier, not model capability.","conviction":"high","thesis":[{"title":"Category overview","body":"AI adoption has reached 88% of organisations and 53% of the global population in three years. The infrastructure layer (Nvidia GPUs, hyperscaler cloud) captures most value. The application layer remains fragmented. The key tension: exponentially growing demand for AI compute vs linearly scaling chip manufacturing capacity. The EU AI Act (August 2026) will fragment the global market."}],"tech_count":27,"techs":[{"public_id":"c182949f-288e-4aef-91df-09d4abb7d7a7","name":"AI-accelerated materials discovery","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ce95f4c4-77e3-40a6-8676-67e3ef62b839","name":"AI agents","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"65475523-2e6b-46c7-b450-97a314794a93","name":"AI code generation","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"f19beee3-c64d-4aec-ad5c-811c9c378c08","name":"AI content authenticity","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"42b2f390-3312-4b66-9723-2ff3f052217e","name":"AI for scientific discovery","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"1fd42432-3548-4ed4-8475-078ac96a6618","name":"AI infrastructure","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7fd2cc67-2ce1-464b-b0bb-7c8031a0efd6","name":"AI model compression","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"0a6aafb4-27b4-4f1b-a6d0-54cc783acaa9","name":"AI model marketplaces","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"d96b5345-56ec-4ffd-a2cc-7f17ceac8c03","name":"AI safety and alignment","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"958cf9d9-6255-4a77-a32d-05116f1462dd","name":"AI weather and climate prediction","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"f93a6b2e-7c07-43ff-bbfe-852f644ed984","name":"Artificial intelligence","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"39541189-8cc1-4c53-a087-9f3c95bf93eb","name":"Autonomous laboratories","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"469c5e3f-8b2f-46f0-92a8-5fa63a4644ce","name":"Computer vision","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"e464df01-909f-4e0d-869a-9b7331ae72d5","name":"Deep learning","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"7e83057f-46d0-4b83-9330-37c608b7466d","name":"Edge AI","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"c653ea4a-2d6b-42cf-8ca4-e9a5ae7450a3","name":"Embodied AI","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"a5a9c59d-e62b-49dc-b003-437b6e9c1a3a","name":"Federated learning","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"6714555f-b642-40ad-a1e9-ac9c3b71f97e","name":"Generative AI","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"be66b577-6bb9-42a8-bbef-90f74de29c91","name":"Large language models","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"71e11830-219e-47fa-b413-d3494cc32f33","name":"Machine learning","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"c63c7035-97f8-49de-a875-86225056c8a3","name":"Multimodal AI","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"e6f76839-42d7-46d6-b53f-8a218b6a41a4","name":"Natural language processing","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"7e333fa9-c592-460d-9dd8-acfa2d384dd7","name":"Reinforcement learning","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"82db0c64-1e62-4703-8b23-7edbac65586a","name":"Reinforcement learning from human feedback (RLHF)","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"4ca6364d-ea61-43a5-a175-34bb224e9b03","name":"Retrieval-augmented generation (RAG)","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"2077124c-e930-4fee-8048-2601865257ab","name":"Speech AI and voice synthesis","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"71186cdd-7296-4076-9845-f23c3a8df3ed","name":"Synthetic data generation","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"semiconductors","name":"Semiconductors & Chips","description":null,"verdict":"The semiconductor industry is bifurcating into US\/allied and China-centric ecosystems while facing a materials crisis in helium, bromine, and tungsten that rivals the equipment chokepoints.","conviction":"high","thesis":[{"title":"Category overview","body":"The semiconductor industry faces simultaneous crises: TSMC controls 90%+ of advanced nodes, materials shortages (helium, bromine, tungsten) rival the equipment chokepoints, Intel Ohio delayed to 2030, and half of planned US data centers stalled. The constraint has shifted from chip design to electricity, packaging, and specialty chemicals."}],"tech_count":20,"techs":[{"public_id":"3e94f7d2-ee65-4827-9187-2babe18ce66a","name":"Advanced Semiconductor Fabrication","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"c0cdfe23-aec8-43de-a9e1-3bbb102f7799","name":"Advanced Semiconductor Packaging","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"e20ec6e3-3a8d-4808-8f4f-10c4a9176d2b","name":"Advanced thermal management","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"af7acf6a-870a-481c-ba6c-3eb82f0b9b99","name":"Analog and mixed-signal chips","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"4844319f-c04f-4150-8e1a-42ec91dde64a","name":"Chiplets and heterogeneous integration","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"8fce014b-8bac-4e32-b413-7db13885f7c6","name":"DRAM","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"45f77ba7-a6ff-45dd-aa1f-3193bec291a3","name":"EDA tools","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"1909130f-f310-408a-a38b-040ad203be8d","name":"EUV lithography","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"dc2952d3-fc5f-4cce-b126-92f2d9a8df87","name":"GaN and SiC power semiconductors","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7f94fa21-7b27-40d4-b8b9-aad99afcfd16","name":"GPU acceleration","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7717d0eb-902f-4345-b3b8-369cf7f40f21","name":"HBM4","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"133b7a15-2e53-4635-8e8b-7028091347df","name":"High-bandwidth memory (HBM)","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7333d618-326e-4f7e-b33f-3122adb269c7","name":"Inference-Optimized Semiconductors","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7a8ec3eb-20b9-4d15-8465-a51ad8cdbf3f","name":"Memory-centric computing","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"ad25e74f-8eda-45fe-bc93-0ea61726a4b1","name":"NAND flash memory","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"6494fb32-cb6a-44c7-a4cc-abf3aeaf35e1","name":"Neuromorphic computing","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"87dfc714-cf71-4045-acb1-19ece42d029e","name":"Photonics and silicon photonics","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"ff355a61-7287-4281-9586-c7ab90f42317","name":"RISC-V","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"37154c6d-1259-4d54-84ae-a2500d0a4b18","name":"Semiconductor manufacturing equipment","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"27326e75-d20b-4827-b591-7bcc4c86af25","name":"Semiconductors","maturity_stage":"mature","phase":null,"has_page":true}]},{"slug":"batteries","name":"Energy Storage & Batteries","description":null,"verdict":"Battery technology is a race between Chinese manufacturing dominance and Western diversification; LFP has won the mass-market chemistry war while solid-state remains 3-5 years from production.","conviction":"high","thesis":[{"title":"Category overview","body":"CATL and BYD control 55%+ of global battery production. LFP has won the mass-market chemistry war. Solid-state remains 3-5 years from production. Sodium-ion entering mass production for budget applications. The West's response (IRA subsidies, Northvolt) faces structural Chinese cost advantages. Battery recycling is the one supply chain China doesn't yet control."}],"tech_count":17,"techs":[{"public_id":"2c7e851a-69b7-48f8-818d-18d0ed6f0665","name":"Battery electric vehicles (EVs)","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"534a11c4-603e-436b-9657-b6b2c24df4e3","name":"Battery Energy Storage Systems (BESS)","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"5654c380-e930-4da3-a28c-9b2dcaf638a1","name":"Battery management system","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"fd8b949b-0dd0-4b46-aab5-8893e67fb7a6","name":"EV battery manufacturing","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7a2b8342-9cd7-4203-95ef-eea7662dedb2","name":"Flow batteries","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ecf648d5-9f86-418f-b3f2-bd4d9d6a50ba","name":"Lithium-Ion Battery Cells","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"2081f1c2-0214-44b8-bcde-4cfb9f8fb316","name":"Lithium-iron-phosphate (LFP)","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"701cb34a-2020-4a5d-beda-ed3beeeedbed","name":"Lithium-manganese-rich (LMR)","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"b0badd2e-76cb-4958-a09c-578ee6e33403","name":"Lithium-Sulfur Batteries","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"93762250-72eb-4f13-b4a5-be87c84a0104","name":"Long-duration energy storage","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"72782344-42e4-4f14-9ce6-6e686dfe84e4","name":"Recycling technology","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"bcc40fa2-a1cd-4256-ac7b-d975ddaa2225","name":"Silicon-Carbon Battery Anodes","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"c1f08243-ff93-4da3-a2a5-61cda6caa53b","name":"Sodium-Ion Battery Chemistry","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"adca5624-80b8-48f7-aa76-71c8f8ea3ef0","name":"Solid-state batteries","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"b27c1b07-c982-40f8-a1c1-cfb9ff34d5ac","name":"Supercapacitors","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"16b45f65-1b99-4514-a6f0-0107c3c9f71f","name":"Vehicle-to-grid (V2G)","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"9c6c39da-d898-43a4-b47b-a62aceb3b5db","name":"Zinc-air batteries","maturity_stage":"emerging","phase":null,"has_page":true}]},{"slug":"clean-energy","name":"Clean Energy","description":null,"verdict":"Clean energy generation is technically solved and economically dominant for new capacity; the remaining challenges are grid integration, storage, and the geopolitics of supply chains.","conviction":"high","thesis":[{"title":"Category overview","body":"Solar PV at sub-$0.02\/kWh is the cheapest electricity source in history. Offshore wind faces cost overruns. Nuclear fusion has unprecedented private capital. Grid modernisation is the binding constraint \u2014 4-7 year interconnection queues. The challenge has shifted from generation to storage, grid integration, and geopolitics of supply chains."}],"tech_count":28,"techs":[{"public_id":"67f9385b-7308-468d-a9b5-f9564aeaed71","name":"Agrivoltaics","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"385cef41-bbc9-4f1c-ba90-561dc2ae9bb7","name":"Atmospheric water generation","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"3d3309cc-a417-4ead-987e-da65b35e4f49","name":"Carbon capture and storage","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"5693583f-da62-4905-a6c7-9261e0d274f5","name":"Carbon markets and credits","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7db1e88c-b3e7-43cf-bcb2-a50c060087a3","name":"Climate adaptation technology","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"51e2f018-b785-45e7-a74e-c15d8797de20","name":"Concentrated solar power","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"62c58975-f19a-4b3b-8bce-a388e04becc3","name":"Direct air capture","maturity_stage":"concept","phase":"hyped","has_page":true},{"public_id":"f5cd2fc5-be26-4f73-b721-ba3d16c50cd4","name":"Energy harvesting","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"63f47e9a-5d9d-444f-981c-91757530a270","name":"Enhanced rock weathering","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"213172ce-89cf-4799-a4f0-cb8365cecce0","name":"Geothermal energy","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"88a8a0e3-1b98-4b65-a677-275254ff40b8","name":"Green hydrogen","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"45709059-ebd2-47c3-9650-76834ed02d59","name":"Green steel","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"2ae909f7-9133-4a61-a73b-18069d9a49f0","name":"Grid modernisation","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"423bc5f1-88bb-4acb-a734-020c765f5249","name":"Heat pumps","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"06051bf3-2f5f-4a81-ba45-59deb347118e","name":"High-temperature superconductors","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"6a4bb56f-7f8c-458f-b425-3a0ba0a6d438","name":"Hydrogen storage","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"83914b88-298c-405a-b388-0b06d11949dd","name":"Nuclear fusion","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"d21a10b5-734b-4da1-bc5e-0a22c8e4b601","name":"Nuclear microreactors","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"1af2c576-640f-4437-8083-4495a73bf394","name":"Nuclear waste recycling","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"9fca4314-65e5-4170-a8bc-2809594723e7","name":"Ocean carbon removal","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"e716055d-0268-41f0-ad29-8e721b54af24","name":"Offshore wind energy","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"659eb6eb-1b6f-4bb3-a5d3-c078a481ac52","name":"Perovskite solar cells","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"20cf08ec-b7ad-4fe1-8729-0110bc7677d9","name":"Small modular reactors","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"cc338944-d25d-4572-8ed1-404efd247678","name":"Solar photovoltaics","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"13e621ba-86cb-4093-980a-3143e230cfff","name":"Solid-state transformers","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"48d588aa-151d-4522-adfb-de16de1ba8fd","name":"Sustainable aviation fuel","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"2378458b-e461-47cf-a131-12a226a09c70","name":"Tidal and wave energy","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"b48274da-aa26-488b-8f0f-64f6640daae4","name":"Water recycling and reuse","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"biotechnology","name":"Biotechnology & Health","description":null,"verdict":"Biotechnology is entering a golden age where gene editing, mRNA, and AI-driven drug discovery are converging; the first approved CRISPR therapy proved the clinical thesis, and 250+ trials are underway.","conviction":"high","thesis":[{"title":"Category overview","body":"CRISPR's first approved therapy (Casgevy, 2023) proved clinical viability. 250+ gene editing trials active. GLP-1 agonists are the biggest pharmaceutical story of the decade ($100B+ market). AI is accelerating drug discovery \u2014 Nvidia's $1B Eli Lilly partnership, Novo Nordisk + OpenAI. The convergence of gene editing, mRNA, and AI is creating a golden age of therapeutic innovation."}],"tech_count":29,"techs":[{"public_id":"30d90a70-ecaa-4064-bf33-c36c58f027c8","name":"AI-driven drug discovery","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"d276f3ad-b7e7-4c26-ae02-b29160aeba81","name":"Biomanufacturing","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"6e626e87-5f7f-43eb-8675-4fe08369e198","name":"Bioprinting","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"729c87fd-e082-4212-8b9b-cbf572859215","name":"Brain-computer interfaces","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"4828856d-bdf2-49ff-b761-ec1c0591450d","name":"CAR-T cell therapy","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"e01af527-152f-4ad1-a786-09336b2a54b3","name":"Cell and gene therapy manufacturing","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"c45bc73d-9d4d-4d10-bcb4-c293f6a519f1","name":"Cellular agriculture","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"0b2856b6-1ce3-4e49-a714-120152953fe7","name":"CRISPR gene editing","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"95d9e64e-cd45-419d-8f58-6a69669ec818","name":"Digital health and telemedicine","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"d86e09b3-84ac-496e-835c-c3c78ba254b0","name":"Digital therapeutics","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"17f93963-ba83-4b50-bacc-526dd1b02dcb","name":"Epigenetic editing","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"fed7d881-1902-41b9-b227-465134d449b5","name":"Gene drives","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"ae4a2c8a-6851-4c62-9fa5-fbfda6a334be","name":"Gene sequencing","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"4ffe4c06-9c1b-49de-8f46-fe7764eb7333","name":"GLP-1 receptor agonists","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"0b2dd1b5-957b-42b4-9b57-02a162b1e49a","name":"Liquid biopsy","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"79b80072-a564-495e-b634-d35bf37b8efb","name":"Longevity science","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"cfb9cab0-91f5-4ded-8348-c9bd4eac888f","name":"Microbiome therapeutics","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"e3251d5d-c2b6-42c7-81b5-6d5d96345717","name":"mRNA therapeutics","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"479ce66e-bb3b-4199-8536-ee40bd943750","name":"Organoids","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"6fa90de9-d104-4b7e-a698-560ad23307b5","name":"Organs-on-chips","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ff240a8b-fd0f-4225-8e5b-c6a937115de2","name":"Precision fermentation","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"b16beaf1-2784-4070-aa50-0be64ca294e1","name":"Protein engineering","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"68b321cc-1f7f-43bb-a088-55dc4c836f7b","name":"Psychedelic medicine","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"6e0383fe-4205-4fbb-9099-da70656a7c40","name":"Radiopharmaceuticals","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"1109e433-72bf-4fcf-abe8-4b589de0f033","name":"RNA therapeutics","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"196d6fd2-6f6c-4a0f-8864-2a604dbe42d3","name":"Spatial biology","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"0326bba4-b69d-42a0-bfc8-d05ed305189d","name":"Synthetic biology","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"d09a2a86-add9-4f97-b9d9-20e7595745fc","name":"Wearable health technology","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"247903d3-7f96-4e7f-b3e5-ff4a0cac2c2b","name":"Xenotransplantation","maturity_stage":"emerging","phase":null,"has_page":true}]},{"slug":"cybersecurity","name":"Cybersecurity","description":null,"verdict":"Cybersecurity faces a structural crisis: AI-powered offensive capabilities are scaling faster than defensive responses, the talent gap is widening to 4M+ unfilled positions, and platform consolidation is the only viable enterprise strategy.","conviction":"high","thesis":[{"title":"Category overview","body":"AI-powered attacks outpace defensive capabilities. Machine identities outnumber humans 82:1. The CEO doppelganger attack (AI-generated real-time replicas) represents a new threat category. 4M+ unfilled cybersecurity positions globally. Platform consolidation (Palo Alto, CrowdStrike, Zscaler) is the only viable enterprise strategy against the complexity and talent shortage."}],"tech_count":9,"techs":[{"public_id":"1908af51-f037-46ca-a73e-5d1d5a9c8143","name":"AI-native security operations","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"62550183-8eb2-40b7-81eb-25e6b24a96f1","name":"AI-powered cyber threats","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"fa7a1c4d-d14d-405a-8580-67c54a4469df","name":"Cyber insurance","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"74a132fc-8e3a-442d-9862-5c3ba5930846","name":"Cybersecurity","maturity_stage":"mature","phase":"established","has_page":true},{"public_id":"d078c846-e45f-4d01-92b8-23458cb0aaf3","name":"Deception technology","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"f884842f-2688-42e4-91d7-8f4687399300","name":"OT\/ICS security","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"2ce7cc90-7294-4022-9d2d-b72fd0253362","name":"Post-quantum cryptography","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"b7615602-f276-4fdf-ae56-d0209728ef81","name":"Software supply chain security","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"dce8c48d-ae60-4b5b-83d0-e6293abb2208","name":"Zero-trust security","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"quantum","name":"Quantum Technologies","description":null,"verdict":"Quantum technologies are five years from commercial computing utility but post-quantum cryptography migration is an urgent near-term requirement; the investment timeline and technical reality are misaligned.","conviction":"medium","thesis":[{"title":"Category overview","body":"Quantum computing has genuine technical progress (Google Quantum Echoes 13,000x speedup, IonQ $130M revenue) but commercial utility remains 5+ years away. The hardware race is fragmenting across 5 architectures with no clear winner. Post-quantum cryptography migration is the urgent near-term opportunity ($10-50B market). Quantum error correction is the gating milestone."}],"tech_count":4,"techs":[{"public_id":"cf120f82-483d-4b75-a00b-7342ed4fc34d","name":"Quantum computing","maturity_stage":"emerging","phase":"hyped","has_page":true},{"public_id":"2cfdc32e-c05b-4acf-8a59-7e85da05d20f","name":"Quantum error correction","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"1c60ffd9-c47f-424a-a7e3-6c571e9954e1","name":"Quantum networking","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"6f2c9e0a-383e-4978-b739-0443cb12b01e","name":"Quantum sensing","maturity_stage":"emerging","phase":null,"has_page":true}]},{"slug":"robotics","name":"Robotics & Autonomy","description":null,"verdict":"Robotics is two industries on different clocks: industrial-arm and autonomous-mining segments are mature commercial revenue while humanoid robots and passenger autonomy stay pre-production through 2027. Demo-to-deployment reliability is the structural problem the field has not solved at any tier.","conviction":"high","thesis":[{"title":"Category overview","body":"Boston Dynamics Atlas entered production (CES 2026). Tesla Optimus Gen 3 mass production began. Waymo operates driverless robotaxis in 3 US cities. Amazon deploys 750,000+ warehouse robots. Autonomous mining trucks have operated since 2008. The technology spans from mature (mining, warehouse) to nascent (humanoid, passenger AV) \u2014 the gap between demos and production is wider than investors appreciate."}],"tech_count":13,"techs":[{"public_id":"4356c39b-1604-46b6-9444-243ba9112eef","name":"Agricultural robotics","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"57c6a7b5-af46-4977-9bba-6d61ee037ab9","name":"Autonomous mining","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"f896f094-9d33-49dd-bd9c-0fd454ca23c1","name":"Autonomous shipping","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"c8c5caf0-db6a-4f86-949d-3b9c0ba57c5c","name":"Autonomous trucking","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"14e8bdcf-73cd-49b5-949a-a8df897053e3","name":"Autonomous vehicles","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"db37c785-f3a1-45ba-a4aa-d1b8049d43fb","name":"Drone delivery","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"02b8fd28-16a5-40c9-90b2-4852d39b0bbf","name":"Exoskeletons","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"330db930-2784-485a-a85d-224c87b6ed4c","name":"Humanoid robots","maturity_stage":"emerging","phase":"established","has_page":true},{"public_id":"613b90e5-ac63-4dd1-84c2-f55ae1cef77a","name":"Industrial robotics","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"4dc1ea36-38f5-490d-bdbe-769320072154","name":"Robotic process automation (RPA)","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"10dc85d0-1f73-4c0b-842f-a4a594e5a18c","name":"Soft robotics","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"a17434b7-842b-455d-9857-b91dfb0069f9","name":"Surgical robotics","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"ea7968fe-7278-45f9-bf88-9046b84019ca","name":"Warehouse and logistics robotics","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"connectivity","name":"Connectivity & Space","description":null,"verdict":"Connectivity infrastructure is bifurcating between terrestrial (5G\/6G) and space-based (LEO satellites); the convergence into non-terrestrial networks will define the 2030s.","conviction":"medium","thesis":[{"title":"Category overview","body":"5G consumer adoption has been underwhelming; enterprise private networks are the real value. Starlink dominates LEO internet with 7,000+ satellites. NTN (non-terrestrial networks) integrates satellites into mobile standards. 6G research accelerating with Nvidia threatening to open-source the standards. Undersea cables carry 99% of intercontinental data and face sabotage risk."}],"tech_count":10,"techs":[{"public_id":"e0d5eef2-dfa1-45a8-a5d8-5d068114e7b2","name":"5G networks","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"0fbc0e49-bd6b-4e1f-bfc6-8ebb75e946bf","name":"6G research","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"dff7042c-6bb5-499a-823d-2faf8feca413","name":"Low-Earth orbit satellite internet","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"86a7a976-1606-4696-ae1e-03ea114932d7","name":"Mesh networking","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"ad301285-44e2-4e16-b091-cf5cf702f13a","name":"Non-terrestrial networks (NTN)","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"23ed572c-77d1-4136-88ac-cd6b517c6a8a","name":"Open RAN","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"e578f064-969f-48e9-9d34-613736b3a4ac","name":"Private 5G networks","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"eaf8fb6d-c385-428c-b402-ca52a41aa6d2","name":"Satellite-based Earth observation","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"c18dc230-e83e-433a-8626-25117d8d006d","name":"Undersea cable infrastructure","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"297f6719-6f2d-41ea-ab05-e9630907ed56","name":"WiFi 7","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"critical-materials","name":"Critical Materials","description":null,"verdict":"Critical material supply chains are the Achilles heel of both the energy transition and AI infrastructure build; China's dominance in processing gives Beijing leverage that Western diversification will take a decade to blunt.","conviction":"high","thesis":[{"title":"Category overview","body":"China controls 90% of rare earth refining, 80%+ of gallium\/germanium, 60%+ of lithium refining, and 95%+ of LFP cathode materials. The bottleneck is chemical processing, not mining. Western diversification efforts will take a decade. Chemical precursors (ammonium sulfate, magnesium sulfate) needed for refining are also overwhelmingly Chinese-produced. This is the most underappreciated strategic vulnerability."}],"tech_count":20,"techs":[{"public_id":"6400c7df-6426-4d82-a75d-21ec6a9a7c13","name":"Additive manufacturing","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"debf413d-0120-4554-bcfb-af5a892bea56","name":"Advanced materials","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"b69e8b39-b462-4b52-b62a-35e65c510fd7","name":"Advanced mineral processing","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"cef905f9-3f30-40a4-bf1a-0e5593ac0b22","name":"Advanced recycling","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"193bd43b-db61-4bd7-844d-27d8b74088fc","name":"Antimony supply chain","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"e0f00b42-afc4-4a44-83ea-a3d4451dc6ed","name":"Carbon fiber composites","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7986ff34-208c-4779-878d-8bad4cefd4de","name":"Cobalt supply chain","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"db7c2066-606f-4a24-9dc8-584aa9781bae","name":"Copper supply chain","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"422f3294-7f2e-4e58-8088-0370bdf4338d","name":"Critical minerals supply chains","maturity_stage":"mature","phase":"established","has_page":true},{"public_id":"bb025cbc-d3ad-4f83-9c9e-5f636b9e6b81","name":"Desalination","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"042f1b16-4301-4c09-a0d6-d94d47630d4e","name":"Direct lithium extraction (DLE)","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"2771f605-8f19-453f-8a4c-c32391977dd7","name":"Dysprosium and heavy rare earths","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"564e298b-c2e7-4d87-9166-345d4da7cf05","name":"Gallium and germanium","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"5ae5708d-0f1e-4645-ad21-b88e7375a513","name":"Graphite supply chain","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"4dc77829-6e5a-42e5-a800-ae11e176b9d9","name":"Lithium supply chain","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"026e1e83-4d01-41ec-b7fb-cd0e337a4ec3","name":"Neodymium iron boron (NdFeB) magnets","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"a132136b-fde3-4c5a-9092-f0c0ca793f7f","name":"Neon and specialty gases","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"55838a9c-5ff1-49b1-9126-95c8870f3849","name":"Nickel supply chain","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"8a546d20-ff8e-4ef1-a258-b4a97e9881ea","name":"Rare earth elements","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"1f4b279b-48aa-4d45-a572-5eb23b15abc8","name":"Tungsten supply chain","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"computing","name":"Computing Infrastructure","description":null,"verdict":"Computing infrastructure is being reshaped by the AI compute crisis pushing workloads to edge and specialised hardware, while cloud matures into a utility that every other technology depends on.","conviction":"high","thesis":[{"title":"Category overview","body":"Cloud computing exceeds $600B annually but AI workloads are crowding out traditional customers. The data center power crisis (7GW of 12GW US capacity delayed) is the defining infrastructure constraint. Edge computing grows as central build stalls. Digital twins, IoT, and spatial computing mature. Blockchain found product-market fit in digital assets, not enterprise."}],"tech_count":28,"techs":[{"public_id":"150e763e-e97c-4179-a654-8e086af11c15","name":"AI tutoring and personalised learning","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"d96c553b-acae-40a0-be01-35f96b8d98fc","name":"Augmented and virtual reality","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"96d792b4-f3e3-4729-be5c-c04494bdc564","name":"Blockchain and distributed ledger","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"5447e76a-c6cd-47d5-9674-3e5fa332a607","name":"Building information modelling","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"0a4bc999-2120-4029-a22b-7f5ea5adfcff","name":"Carbon accounting software","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"3b6ab486-6e1b-49b1-a653-0b62972d8638","name":"Central bank digital currencies","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ff492243-ea82-4622-a0d9-d4630ee8dea0","name":"Cloud computing","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"93175889-831b-463a-ac1b-3764f55d905c","name":"Confidential AI","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"9def93bf-d3ad-4345-9b06-ad9f89e80a03","name":"Construction robotics","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ed2731eb-008b-4596-8724-82eaad56cb85","name":"Data mesh","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"b2bf09c9-5211-4e93-b76d-ab18fd3d5a00","name":"DeFi protocols","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"0d8992c0-09a5-4007-ad53-6d605ac082f6","name":"Digital identity","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"f76611ae-5298-4673-adee-fe6a6f732451","name":"Digital twin for healthcare","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"c6b8e602-fe6b-4973-93bd-a163dd253cc7","name":"Digital twins","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"8e3df20b-b49d-465c-8eb1-95fcefeaed36","name":"Edge computing","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"df6e5362-3b7a-4a2a-8e5e-94b7313cd313","name":"Embedded finance","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7c39f1be-5d9e-460e-9276-0fefc4191e46","name":"Homomorphic encryption","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"3fa3b838-2f6d-4868-89fa-2bba72be99a7","name":"Industrial metaverse","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"ab8df91c-7acd-47b4-8851-fb27942d04bb","name":"Internet of Things (IoT)","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"0a6e2298-ab93-4917-b59d-90157902def7","name":"Low-code and no-code platforms","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"7f3c1c87-c57f-45d1-9a00-5574d5e61321","name":"Optical computing","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"15b54bcd-0706-4bab-92f0-0314087d2443","name":"Parametric insurance","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"0ffdbd03-9b0c-43dd-ac8a-56b61e7141a0","name":"Real-time payments infrastructure","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"61df0d48-b16d-4b33-944d-2874b268c518","name":"Regulatory technology","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"3ac82f17-d8d1-4258-8355-82f4b142d42a","name":"Serverless computing","maturity_stage":"mature","phase":null,"has_page":true},{"public_id":"c7fbb773-2b7a-489e-9743-490d119bea70","name":"Spatial computing","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"3f816598-3da8-44de-9d17-b821869a3ba2","name":"Supply chain AI","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"5aaaf739-e63d-42e1-b8c2-7d839035237e","name":"WebAssembly","maturity_stage":"growth","phase":null,"has_page":true}]},{"slug":"defence","name":"Defence & Aerospace","description":null,"verdict":"Defence and aerospace are being transformed by reusable rockets, directed energy weapons, and autonomous systems; the companies that master these will define military capability for the next generation.","conviction":"medium","thesis":[{"title":"Category overview","body":"SpaceX made reusable rockets routine, reducing launch costs 10x. Directed energy weapons achieve cost parity ($1-10\/shot vs $4M missiles) against drones. Electronic warfare dominates modern battlefields (Ukraine). Autonomous underwater vehicles extend surveillance to the ocean domain. The companies mastering these technologies define military capability for the next generation."}],"tech_count":15,"techs":[{"public_id":"0d447686-9b93-4a3b-9f6f-cfeba7cc2375","name":"Autonomous underwater vehicles","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"69ebcb50-27e3-42b7-ba67-e68e48cd4116","name":"Commercial space stations","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"03462290-aa9d-410e-b010-3a5de74b4503","name":"Counter-drone systems","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"38d6749c-d00e-42aa-a0dd-37bd7605c4d1","name":"Directed energy weapons","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"2dc1fe44-9d65-4214-ab17-7a25db54cdfb","name":"Drones","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"6bf68217-c4f7-4c4d-82bd-db3fd4a88bb1","name":"Electric air taxis (eVTOL)","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"188240aa-0805-48f1-a7ba-cc2cc56bfba2","name":"Electric aviation","maturity_stage":"concept","phase":null,"has_page":true},{"public_id":"d8a2c9d8-5fd4-414e-b8a0-359a2f402a25","name":"Electronic warfare","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"b439689c-16fc-4836-835c-609716f1da9b","name":"Hypersonic weapons","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"0e3ea62d-79f3-444e-b8ad-8dca81252899","name":"In-space manufacturing","maturity_stage":"pilot","phase":null,"has_page":true},{"public_id":"68fe9abb-f1b6-4234-8bdf-34bb05cb35c4","name":"Reusable launch vehicles","maturity_stage":"growth","phase":"established","has_page":true},{"public_id":"994c279b-8e60-4391-b908-795bd1f6d4d9","name":"Satellite servicing and debris removal","maturity_stage":"emerging","phase":null,"has_page":true},{"public_id":"1ff59344-e264-4918-a2f6-b1fbd1c0942d","name":"Solid-state LiDAR","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"1780030e-a80f-42ef-9c7f-c527cd3156c2","name":"Space domain awareness","maturity_stage":"growth","phase":null,"has_page":true},{"public_id":"aeb427b2-6500-4530-9ce7-59f4c0ca7507","name":"Synthetic aperture radar (SAR)","maturity_stage":"growth","phase":null,"has_page":true}]}],"field":[{"public_id":"fed7d881-1902-41b9-b227-465134d449b5","name":"Gene drives","category_slug":"biotechnology","attention":0.105,"maturity":0.03,"phase":"frontier","signal":0.18},{"public_id":"af7acf6a-870a-481c-ba6c-3eb82f0b9b99","name":"Analog and mixed-signal chips","category_slug":"semiconductors","attention":0.786,"maturity":0.861,"phase":"established","signal":0.18},{"public_id":"5ae5708d-0f1e-4645-ad21-b88e7375a513","name":"Graphite supply chain","category_slug":"critical-materials","attention":0.747,"maturity":0.891,"phase":"established","signal":0.18},{"public_id":"c18dc230-e83e-433a-8626-25117d8d006d","name":"Undersea cable infrastructure","category_slug":"connectivity","attention":0.644,"maturity":0.886,"phase":"established","signal":0.18},{"public_id":"ab8df91c-7acd-47b4-8851-fb27942d04bb","name":"Internet of Things (IoT)","category_slug":"computing","attention":0.643,"maturity":0.871,"phase":"established","signal":0.18},{"public_id":"e20ec6e3-3a8d-4808-8f4f-10c4a9176d2b","name":"Advanced thermal management","category_slug":"semiconductors","attention":0.527,"maturity":0.632,"phase":"established","signal":0.18},{"public_id":"db7c2066-606f-4a24-9dc8-584aa9781bae","name":"Copper supply chain","category_slug":"critical-materials","attention":0.798,"maturity":0.814,"phase":"established","signal":0.18},{"public_id":"7a8ec3eb-20b9-4d15-8465-a51ad8cdbf3f","name":"Memory-centric computing","category_slug":"semiconductors","attention":0.124,"maturity":0.153,"phase":"frontier","signal":0.18},{"public_id":"2378458b-e461-47cf-a131-12a226a09c70","name":"Tidal and wave energy","category_slug":"clean-energy","attention":0.105,"maturity":0.17,"phase":"frontier","signal":0.18},{"public_id":"469c5e3f-8b2f-46f0-92a8-5fa63a4644ce","name":"Computer vision","category_slug":"artificial-intelligence","attention":0.776,"maturity":0.772,"phase":"established","signal":0.18},{"public_id":"188240aa-0805-48f1-a7ba-cc2cc56bfba2","name":"Electric aviation","category_slug":"defence","attention":0.123,"maturity":0.07,"phase":"frontier","signal":0.18},{"public_id":"2771f605-8f19-453f-8a4c-c32391977dd7","name":"Dysprosium and heavy rare earths","category_slug":"critical-materials","attention":0.789,"maturity":0.818,"phase":"established","signal":0.18},{"public_id":"5654c380-e930-4da3-a28c-9b2dcaf638a1","name":"Battery management system","category_slug":"batteries","attention":0.677,"maturity":0.857,"phase":"established","signal":0.18},{"public_id":"6e626e87-5f7f-43eb-8675-4fe08369e198","name":"Bioprinting","category_slug":"biotechnology","attention":0.105,"maturity":0.139,"phase":"frontier","signal":0.18},{"public_id":"a132136b-fde3-4c5a-9092-f0c0ca793f7f","name":"Neon and specialty gases","category_slug":"critical-materials","attention":0.703,"maturity":0.753,"phase":"established","signal":0.18},{"public_id":"ae4a2c8a-6851-4c62-9fa5-fbfda6a334be","name":"Gene sequencing","category_slug":"biotechnology","attention":0.649,"maturity":0.81,"phase":"established","signal":0.18},{"public_id":"1af2c576-640f-4437-8083-4495a73bf394","name":"Nuclear waste recycling","category_slug":"clean-energy","attention":0.212,"maturity":0.184,"phase":"frontier","signal":0.18},{"public_id":"e464df01-909f-4e0d-869a-9b7331ae72d5","name":"Deep learning","category_slug":"artificial-intelligence","attention":0.764,"maturity":0.749,"phase":"established","signal":0.18},{"public_id":"4dc77829-6e5a-42e5-a800-ae11e176b9d9","name":"Lithium supply chain","category_slug":"critical-materials","attention":0.703,"maturity":0.76,"phase":"established","signal":0.18},{"public_id":"026e1e83-4d01-41ec-b7fb-cd0e337a4ec3","name":"Neodymium iron boron (NdFeB) magnets","category_slug":"critical-materials","attention":0.781,"maturity":0.831,"phase":"established","signal":0.18},{"public_id":"71e11830-219e-47fa-b413-d3494cc32f33","name":"Machine learning","category_slug":"artificial-intelligence","attention":0.73,"maturity":0.77,"phase":"established","signal":0.18},{"public_id":"7e333fa9-c592-460d-9dd8-acfa2d384dd7","name":"Reinforcement learning","category_slug":"artificial-intelligence","attention":0.509,"maturity":0.629,"phase":"established","signal":0.18},{"public_id":"ad25e74f-8eda-45fe-bc93-0ea61726a4b1","name":"NAND flash memory","category_slug":"semiconductors","attention":0.625,"maturity":0.964,"phase":"established","signal":0.18},{"public_id":"06051bf3-2f5f-4a81-ba45-59deb347118e","name":"High-temperature superconductors","category_slug":"clean-energy","attention":0.172,"maturity":0.108,"phase":"frontier","signal":0.18},{"public_id":"e6f76839-42d7-46d6-b53f-8a218b6a41a4","name":"Natural language processing","category_slug":"artificial-intelligence","attention":0.688,"maturity":0.827,"phase":"established","signal":0.18},{"public_id":"45f77ba7-a6ff-45dd-aa1f-3193bec291a3","name":"EDA tools","category_slug":"semiconductors","attention":0.772,"maturity":0.893,"phase":"established","signal":0.18},{"public_id":"385cef41-bbc9-4f1c-ba90-561dc2ae9bb7","name":"Atmospheric water generation","category_slug":"clean-energy","attention":0.143,"maturity":0.122,"phase":"frontier","signal":0.18},{"public_id":"39541189-8cc1-4c53-a087-9f3c95bf93eb","name":"Autonomous laboratories","category_slug":"artificial-intelligence","attention":0.149,"maturity":0.112,"phase":"frontier","signal":0.18},{"public_id":"37154c6d-1259-4d54-84ae-a2500d0a4b18","name":"Semiconductor manufacturing equipment","category_slug":"semiconductors","attention":0.804,"maturity":0.808,"phase":"established","signal":0.18},{"public_id":"9fca4314-65e5-4170-a8bc-2809594723e7","name":"Ocean carbon removal","category_slug":"clean-energy","attention":0.155,"maturity":0.154,"phase":"frontier","signal":0.18},{"public_id":"63f47e9a-5d9d-444f-981c-91757530a270","name":"Enhanced rock weathering","category_slug":"clean-energy","attention":0.255,"maturity":0.089,"phase":"frontier","signal":0.18},{"public_id":"13e621ba-86cb-4093-980a-3143e230cfff","name":"Solid-state transformers","category_slug":"clean-energy","attention":0.122,"maturity":0.048,"phase":"frontier","signal":0.18},{"public_id":"69ebcb50-27e3-42b7-ba67-e68e48cd4116","name":"Commercial space stations","category_slug":"defence","attention":0.146,"maturity":0.161,"phase":"frontier","signal":0.18},{"public_id":"4dc1ea36-38f5-490d-bdbe-769320072154","name":"Robotic process automation (RPA)","category_slug":"robotics","attention":0.734,"maturity":0.796,"phase":"established","signal":0.18},{"public_id":"8fce014b-8bac-4e32-b413-7db13885f7c6","name":"DRAM","category_slug":"semiconductors","attention":0.568,"maturity":0.936,"phase":"established","signal":0.18},{"public_id":"0e3ea62d-79f3-444e-b8ad-8dca81252899","name":"In-space manufacturing","category_slug":"defence","attention":0.242,"maturity":0.389,"phase":"frontier","signal":0.18},{"public_id":"17f93963-ba83-4b50-bacc-526dd1b02dcb","name":"Epigenetic editing","category_slug":"biotechnology","attention":0.214,"maturity":0.159,"phase":"frontier","signal":0.18},{"public_id":"10dc85d0-1f73-4c0b-842f-a4a594e5a18c","name":"Soft robotics","category_slug":"robotics","attention":0.192,"maturity":0.082,"phase":"frontier","signal":0.18},{"public_id":"330db930-2784-485a-a85d-224c87b6ed4c","name":"Humanoid robots","category_slug":"robotics","attention":0.95,"maturity":0.302,"phase":"established","signal":0.95},{"public_id":"f93a6b2e-7c07-43ff-bbfe-852f644ed984","name":"Artificial intelligence","category_slug":"artificial-intelligence","attention":0.97,"maturity":0.536,"phase":"established","signal":0.95},{"public_id":"be66b577-6bb9-42a8-bbef-90f74de29c91","name":"Large language models","category_slug":"artificial-intelligence","attention":0.97,"maturity":0.609,"phase":"established","signal":0.92},{"public_id":"6714555f-b642-40ad-a1e9-ac9c3b71f97e","name":"Generative AI","category_slug":"artificial-intelligence","attention":0.97,"maturity":0.517,"phase":"established","signal":0.92},{"public_id":"d53db624-c7a6-42d1-aa64-8e095549d74c","name":"Space-based solar power","category_slug":"clean-energy","attention":0.839,"maturity":0.076,"phase":"hyped","signal":0.9},{"public_id":"4ffe4c06-9c1b-49de-8f46-fe7764eb7333","name":"GLP-1 receptor agonists","category_slug":"biotechnology","attention":0.948,"maturity":0.551,"phase":"established","signal":0.9},{"public_id":"83914b88-298c-405a-b388-0b06d11949dd","name":"Nuclear fusion","category_slug":"clean-energy","attention":0.862,"maturity":0.252,"phase":"hyped","signal":0.88},{"public_id":"729c87fd-e082-4212-8b9b-cbf572859215","name":"Brain-computer interfaces","category_slug":"biotechnology","attention":0.804,"maturity":0.118,"phase":"hyped","signal":0.88},{"public_id":"ce95f4c4-77e3-40a6-8676-67e3ef62b839","name":"AI agents","category_slug":"artificial-intelligence","attention":0.8,"maturity":0.277,"phase":"hyped","signal":0.85},{"public_id":"cf120f82-483d-4b75-a00b-7342ed4fc34d","name":"Quantum computing","category_slug":"quantum","attention":0.905,"maturity":0.138,"phase":"hyped","signal":0.85},{"public_id":"d96b5345-56ec-4ffd-a2cc-7f17ceac8c03","name":"AI safety and alignment","category_slug":"artificial-intelligence","attention":0.733,"maturity":0.237,"phase":"hyped","signal":0.8},{"public_id":"0b2856b6-1ce3-4e49-a714-120152953fe7","name":"CRISPR gene editing","category_slug":"biotechnology","attention":0.857,"maturity":0.564,"phase":"established","signal":0.8},{"public_id":"14e8bdcf-73cd-49b5-949a-a8df897053e3","name":"Autonomous vehicles","category_slug":"robotics","attention":0.777,"maturity":0.525,"phase":"established","signal":0.8},{"public_id":"c45bc73d-9d4d-4d10-bcb4-c293f6a519f1","name":"Cellular agriculture","category_slug":"biotechnology","attention":0.707,"maturity":0.305,"phase":"hyped","signal":0.78},{"public_id":"c63c7035-97f8-49de-a875-86225056c8a3","name":"Multimodal AI","category_slug":"artificial-intelligence","attention":0.724,"maturity":0.551,"phase":"established","signal":0.75},{"public_id":"7f94fa21-7b27-40d4-b8b9-aad99afcfd16","name":"GPU acceleration","category_slug":"semiconductors","attention":0.779,"maturity":0.565,"phase":"established","signal":0.75},{"public_id":"2c7e851a-69b7-48f8-818d-18d0ed6f0665","name":"Battery electric vehicles (EVs)","category_slug":"batteries","attention":0.699,"maturity":0.645,"phase":"established","signal":0.75},{"public_id":"e3251d5d-c2b6-42c7-81b5-6d5d96345717","name":"mRNA therapeutics","category_slug":"biotechnology","attention":0.759,"maturity":0.625,"phase":"established","signal":0.75},{"public_id":"68fe9abb-f1b6-4234-8bdf-34bb05cb35c4","name":"Reusable launch vehicles","category_slug":"defence","attention":0.684,"maturity":0.483,"phase":"established","signal":0.7},{"public_id":"2dc1fe44-9d65-4214-ab17-7a25db54cdfb","name":"Drones","category_slug":"defence","attention":0.631,"maturity":0.539,"phase":"established","signal":0.7},{"public_id":"0326bba4-b69d-42a0-bfc8-d05ed305189d","name":"Synthetic biology","category_slug":"biotechnology","attention":0.762,"maturity":0.593,"phase":"established","signal":0.7},{"public_id":"65475523-2e6b-46c7-b450-97a314794a93","name":"AI code generation","category_slug":"artificial-intelligence","attention":0.7,"maturity":0.573,"phase":"established","signal":0.65},{"public_id":"20cf08ec-b7ad-4fe1-8729-0110bc7677d9","name":"Small modular reactors","category_slug":"clean-energy","attention":0.668,"maturity":0.332,"phase":"hyped","signal":0.65},{"public_id":"dff7042c-6bb5-499a-823d-2faf8feca413","name":"Low-Earth orbit satellite internet","category_slug":"connectivity","attention":0.709,"maturity":0.607,"phase":"established","signal":0.65},{"public_id":"62c58975-f19a-4b3b-8bce-a388e04becc3","name":"Direct air capture","category_slug":"clean-energy","attention":0.697,"maturity":0.113,"phase":"hyped","signal":0.65},{"public_id":"b439689c-16fc-4836-835c-609716f1da9b","name":"Hypersonic weapons","category_slug":"defence","attention":0.595,"maturity":0.215,"phase":"hyped","signal":0.65},{"public_id":"30d90a70-ecaa-4064-bf33-c36c58f027c8","name":"AI-driven drug discovery","category_slug":"biotechnology","attention":0.599,"maturity":0.585,"phase":"established","signal":0.65},{"public_id":"4828856d-bdf2-49ff-b761-ec1c0591450d","name":"CAR-T cell therapy","category_slug":"biotechnology","attention":0.694,"maturity":0.493,"phase":"established","signal":0.65},{"public_id":"6bf68217-c4f7-4c4d-82bd-db3fd4a88bb1","name":"Electric air taxis (eVTOL)","category_slug":"defence","attention":0.612,"maturity":0.284,"phase":"hyped","signal":0.65},{"public_id":"68b321cc-1f7f-43bb-a088-55dc4c836f7b","name":"Psychedelic medicine","category_slug":"biotechnology","attention":0.67,"maturity":0.257,"phase":"hyped","signal":0.65},{"public_id":"79b80072-a564-495e-b634-d35bf37b8efb","name":"Longevity science","category_slug":"biotechnology","attention":0.711,"maturity":0.336,"phase":"hyped","signal":0.65},{"public_id":"3d3309cc-a417-4ead-987e-da65b35e4f49","name":"Carbon capture and storage","category_slug":"clean-energy","attention":0.599,"maturity":0.378,"phase":"hyped","signal":0.65},{"public_id":"2ce7cc90-7294-4022-9d2d-b72fd0253362","name":"Post-quantum cryptography","category_slug":"cybersecurity","attention":0.64,"maturity":0.608,"phase":"established","signal":0.6},{"public_id":"62550183-8eb2-40b7-81eb-25e6b24a96f1","name":"AI-powered cyber threats","category_slug":"cybersecurity","attention":0.553,"maturity":0.544,"phase":"established","signal":0.6},{"public_id":"88a8a0e3-1b98-4b65-a677-275254ff40b8","name":"Green hydrogen","category_slug":"clean-energy","attention":0.52,"maturity":0.289,"phase":"hyped","signal":0.6},{"public_id":"d21a10b5-734b-4da1-bc5e-0a22c8e4b601","name":"Nuclear microreactors","category_slug":"clean-energy","attention":0.517,"maturity":0.036,"phase":"hyped","signal":0.6},{"public_id":"c653ea4a-2d6b-42cf-8ca4-e9a5ae7450a3","name":"Embodied AI","category_slug":"artificial-intelligence","attention":0.657,"maturity":0.03,"phase":"hyped","signal":0.6},{"public_id":"03462290-aa9d-410e-b010-3a5de74b4503","name":"Counter-drone systems","category_slug":"defence","attention":0.552,"maturity":0.602,"phase":"established","signal":0.55},{"public_id":"c8c5caf0-db6a-4f86-949d-3b9c0ba57c5c","name":"Autonomous trucking","category_slug":"robotics","attention":0.572,"maturity":0.489,"phase":"established","signal":0.55},{"public_id":"c7fbb773-2b7a-489e-9743-490d119bea70","name":"Spatial computing","category_slug":"computing","attention":0.532,"maturity":0.32,"phase":"hyped","signal":0.55},{"public_id":"0fbc0e49-bd6b-4e1f-bfc6-8ebb75e946bf","name":"6G research","category_slug":"connectivity","attention":0.543,"maturity":0.145,"phase":"hyped","signal":0.55},{"public_id":"4ca6364d-ea61-43a5-a175-34bb224e9b03","name":"Retrieval-augmented generation (RAG)","category_slug":"artificial-intelligence","attention":0.553,"maturity":0.549,"phase":"established","signal":0.55},{"public_id":"3b6ab486-6e1b-49b1-a653-0b62972d8638","name":"Central bank digital currencies","category_slug":"computing","attention":0.538,"maturity":0.327,"phase":"hyped","signal":0.55},{"public_id":"6f2c9e0a-383e-4978-b739-0443cb12b01e","name":"Quantum sensing","category_slug":"quantum","attention":0.632,"maturity":0.143,"phase":"hyped","signal":0.55},{"public_id":"3e94f7d2-ee65-4827-9187-2babe18ce66a","name":"Advanced Semiconductor Fabrication","category_slug":"semiconductors","attention":0.578,"maturity":0.855,"phase":"established","signal":0.55},{"public_id":"133b7a15-2e53-4635-8e8b-7028091347df","name":"High-bandwidth memory (HBM)","category_slug":"semiconductors","attention":0.631,"maturity":0.61,"phase":"established","signal":0.55},{"public_id":"38d6749c-d00e-42aa-a0dd-37bd7605c4d1","name":"Directed energy weapons","category_slug":"defence","attention":0.516,"maturity":0.261,"phase":"hyped","signal":0.55},{"public_id":"213172ce-89cf-4799-a4f0-cb8365cecce0","name":"Geothermal energy","category_slug":"clean-energy","attention":0.587,"maturity":0.323,"phase":"hyped","signal":0.55},{"public_id":"27326e75-d20b-4827-b591-7bcc4c86af25","name":"Semiconductors","category_slug":"semiconductors","attention":0.601,"maturity":0.752,"phase":"established","signal":0.55},{"public_id":"247903d3-7f96-4e7f-b3e5-ff4a0cac2c2b","name":"Xenotransplantation","category_slug":"biotechnology","attention":0.625,"maturity":0.253,"phase":"hyped","signal":0.55},{"public_id":"1109e433-72bf-4fcf-abe8-4b589de0f033","name":"RNA therapeutics","category_slug":"biotechnology","attention":0.635,"maturity":0.536,"phase":"established","signal":0.55},{"public_id":"7717d0eb-902f-4345-b3b8-369cf7f40f21","name":"HBM4","category_slug":"semiconductors","attention":0.547,"maturity":0.383,"phase":"hyped","signal":0.55},{"public_id":"d09a2a86-add9-4f97-b9d9-20e7595745fc","name":"Wearable health technology","category_slug":"biotechnology","attention":0.525,"maturity":0.622,"phase":"established","signal":0.55},{"public_id":"1909130f-f310-408a-a38b-040ad203be8d","name":"EUV lithography","category_slug":"semiconductors","attention":0.497,"maturity":0.826,"phase":"established","signal":0.55},{"public_id":"ff240a8b-fd0f-4225-8e5b-c6a937115de2","name":"Precision fermentation","category_slug":"biotechnology","attention":0.599,"maturity":0.216,"phase":"hyped","signal":0.55},{"public_id":"2cfdc32e-c05b-4acf-8a59-7e85da05d20f","name":"Quantum error correction","category_slug":"quantum","attention":0.552,"maturity":0.155,"phase":"hyped","signal":0.55},{"public_id":"659eb6eb-1b6f-4bb3-a5d3-c078a481ac52","name":"Perovskite solar cells","category_slug":"clean-energy","attention":0.482,"maturity":0.325,"phase":"hyped","signal":0.5},{"public_id":"74a132fc-8e3a-442d-9862-5c3ba5930846","name":"Cybersecurity","category_slug":"cybersecurity","attention":0.459,"maturity":0.801,"phase":"established","signal":0.5},{"public_id":"95d9e64e-cd45-419d-8f58-6a69669ec818","name":"Digital health and telemedicine","category_slug":"biotechnology","attention":0.481,"maturity":0.527,"phase":"established","signal":0.5},{"public_id":"6494fb32-cb6a-44c7-a4cc-abf3aeaf35e1","name":"Neuromorphic computing","category_slug":"semiconductors","attention":0.447,"maturity":0.104,"phase":"hyped","signal":0.5},{"public_id":"b16beaf1-2784-4070-aa50-0be64ca294e1","name":"Protein engineering","category_slug":"biotechnology","attention":0.537,"maturity":0.499,"phase":"established","signal":0.5},{"public_id":"7333d618-326e-4f7e-b33f-3122adb269c7","name":"Inference-Optimized Semiconductors","category_slug":"semiconductors","attention":0.563,"maturity":0.5,"phase":"established","signal":0.5},{"public_id":"ff355a61-7287-4281-9586-c7ab90f42317","name":"RISC-V","category_slug":"semiconductors","attention":0.472,"maturity":0.586,"phase":"established","signal":0.5},{"public_id":"82db0c64-1e62-4703-8b23-7edbac65586a","name":"Reinforcement learning from human feedback (RLHF)","category_slug":"artificial-intelligence","attention":0.557,"maturity":0.49,"phase":"established","signal":0.5},{"public_id":"7f3c1c87-c57f-45d1-9a00-5574d5e61321","name":"Optical computing","category_slug":"computing","attention":0.425,"maturity":0.03,"phase":"hyped","signal":0.5},{"public_id":"42b2f390-3312-4b66-9723-2ff3f052217e","name":"AI for scientific discovery","category_slug":"artificial-intelligence","attention":0.422,"maturity":0.377,"phase":"hyped","signal":0.5},{"public_id":"f19beee3-c64d-4aec-ad5c-811c9c378c08","name":"AI content authenticity","category_slug":"artificial-intelligence","attention":0.427,"maturity":0.266,"phase":"hyped","signal":0.5},{"public_id":"2077124c-e930-4fee-8048-2601865257ab","name":"Speech AI and voice synthesis","category_slug":"artificial-intelligence","attention":0.479,"maturity":0.555,"phase":"established","signal":0.5},{"public_id":"423bc5f1-88bb-4acb-a734-020c765f5249","name":"Heat pumps","category_slug":"clean-energy","attention":0.504,"maturity":0.625,"phase":"established","signal":0.5},{"public_id":"0b2dd1b5-957b-42b4-9b57-02a162b1e49a","name":"Liquid biopsy","category_slug":"biotechnology","attention":0.532,"maturity":0.592,"phase":"established","signal":0.5},{"public_id":"479ce66e-bb3b-4199-8536-ee40bd943750","name":"Organoids","category_slug":"biotechnology","attention":0.518,"maturity":0.349,"phase":"hyped","signal":0.5},{"public_id":"1c60ffd9-c47f-424a-a7e3-6c571e9954e1","name":"Quantum networking","category_slug":"quantum","attention":0.547,"maturity":0.112,"phase":"hyped","signal":0.5},{"public_id":"db37c785-f3a1-45ba-a4aa-d1b8049d43fb","name":"Drone delivery","category_slug":"robotics","attention":0.512,"maturity":0.621,"phase":"established","signal":0.5},{"public_id":"150e763e-e97c-4179-a654-8e086af11c15","name":"AI tutoring and personalised learning","category_slug":"computing","attention":0.438,"maturity":0.57,"phase":"established","signal":0.5},{"public_id":"fd8b949b-0dd0-4b46-aab5-8893e67fb7a6","name":"EV battery manufacturing","category_slug":"batteries","attention":0.468,"maturity":0.525,"phase":"established","signal":0.5},{"public_id":"c0cdfe23-aec8-43de-a9e1-3bbb102f7799","name":"Advanced Semiconductor Packaging","category_slug":"semiconductors","attention":0.523,"maturity":0.626,"phase":"established","signal":0.5},{"public_id":"d96c553b-acae-40a0-be01-35f96b8d98fc","name":"Augmented and virtual reality","category_slug":"computing","attention":0.455,"maturity":0.641,"phase":"established","signal":0.5},{"public_id":"c182949f-288e-4aef-91df-09d4abb7d7a7","name":"AI-accelerated materials discovery","category_slug":"artificial-intelligence","attention":0.53,"maturity":0.335,"phase":"frontier","signal":0.45},{"public_id":"93175889-831b-463a-ac1b-3764f55d905c","name":"Confidential AI","category_slug":"computing","attention":0.425,"maturity":0.09,"phase":"frontier","signal":0.45},{"public_id":"93762250-72eb-4f13-b4a5-be87c84a0104","name":"Long-duration energy storage","category_slug":"batteries","attention":0.373,"maturity":0.22,"phase":"frontier","signal":0.45},{"public_id":"d86e09b3-84ac-496e-835c-c3c78ba254b0","name":"Digital therapeutics","category_slug":"biotechnology","attention":0.438,"maturity":0.624,"phase":"quiet","signal":0.45},{"public_id":"eaf8fb6d-c385-428c-b402-ca52a41aa6d2","name":"Satellite-based Earth observation","category_slug":"connectivity","attention":0.392,"maturity":0.492,"phase":"quiet","signal":0.45},{"public_id":"7db1e88c-b3e7-43cf-bcb2-a50c060087a3","name":"Climate adaptation technology","category_slug":"clean-energy","attention":0.385,"maturity":0.285,"phase":"frontier","signal":0.45},{"public_id":"1ff59344-e264-4918-a2f6-b1fbd1c0942d","name":"Solid-state LiDAR","category_slug":"defence","attention":0.496,"maturity":0.558,"phase":"quiet","signal":0.45},{"public_id":"4844319f-c04f-4150-8e1a-42ec91dde64a","name":"Chiplets and heterogeneous integration","category_slug":"semiconductors","attention":0.394,"maturity":0.567,"phase":"quiet","signal":0.45},{"public_id":"cfb9cab0-91f5-4ded-8348-c9bd4eac888f","name":"Microbiome therapeutics","category_slug":"biotechnology","attention":0.39,"maturity":0.227,"phase":"frontier","signal":0.45},{"public_id":"6e0383fe-4205-4fbb-9099-da70656a7c40","name":"Radiopharmaceuticals","category_slug":"biotechnology","attention":0.487,"maturity":0.548,"phase":"quiet","signal":0.45},{"public_id":"1fd42432-3548-4ed4-8475-078ac96a6618","name":"AI infrastructure","category_slug":"artificial-intelligence","attention":0.438,"maturity":0.517,"phase":"quiet","signal":0.45},{"public_id":"c6b8e602-fe6b-4973-93bd-a163dd253cc7","name":"Digital twins","category_slug":"computing","attention":0.4,"maturity":0.567,"phase":"quiet","signal":0.45},{"public_id":"534a11c4-603e-436b-9657-b6b2c24df4e3","name":"Battery Energy Storage Systems (BESS)","category_slug":"batteries","attention":0.442,"maturity":0.508,"phase":"quiet","signal":0.45},{"public_id":"e716055d-0268-41f0-ad29-8e721b54af24","name":"Offshore wind energy","category_slug":"clean-energy","attention":0.533,"maturity":0.596,"phase":"quiet","signal":0.45},{"public_id":"a17434b7-842b-455d-9857-b91dfb0069f9","name":"Surgical robotics","category_slug":"robotics","attention":0.508,"maturity":0.696,"phase":"quiet","signal":0.45},{"public_id":"02b8fd28-16a5-40c9-90b2-4852d39b0bbf","name":"Exoskeletons","category_slug":"robotics","attention":0.379,"maturity":0.357,"phase":"frontier","signal":0.45},{"public_id":"87dfc714-cf71-4045-acb1-19ece42d029e","name":"Photonics and silicon photonics","category_slug":"semiconductors","attention":0.435,"maturity":0.488,"phase":"quiet","signal":0.45},{"public_id":"8a546d20-ff8e-4ef1-a258-b4a97e9881ea","name":"Rare earth elements","category_slug":"critical-materials","attention":0.393,"maturity":0.797,"phase":"quiet","signal":0.45},{"public_id":"d8a2c9d8-5fd4-414e-b8a0-359a2f402a25","name":"Electronic warfare","category_slug":"defence","attention":0.498,"maturity":0.571,"phase":"quiet","signal":0.45},{"public_id":"6400c7df-6426-4d82-a75d-21ec6a9a7c13","name":"Additive manufacturing","category_slug":"critical-materials","attention":0.407,"maturity":0.527,"phase":"quiet","signal":0.45},{"public_id":"b2bf09c9-5211-4e93-b76d-ab18fd3d5a00","name":"DeFi protocols","category_slug":"computing","attention":0.398,"maturity":0.519,"phase":"quiet","signal":0.45},{"public_id":"7e83057f-46d0-4b83-9330-37c608b7466d","name":"Edge AI","category_slug":"artificial-intelligence","attention":0.371,"maturity":0.584,"phase":"quiet","signal":0.45},{"public_id":"196d6fd2-6f6c-4a0f-8864-2a604dbe42d3","name":"Spatial biology","category_slug":"biotechnology","attention":0.508,"maturity":0.353,"phase":"frontier","signal":0.45},{"public_id":"48d588aa-151d-4522-adfb-de16de1ba8fd","name":"Sustainable aviation fuel","category_slug":"clean-energy","attention":0.511,"maturity":0.337,"phase":"frontier","signal":0.45},{"public_id":"958cf9d9-6255-4a77-a32d-05116f1462dd","name":"AI weather and climate prediction","category_slug":"artificial-intelligence","attention":0.494,"maturity":0.587,"phase":"quiet","signal":0.45},{"public_id":"6fa90de9-d104-4b7e-a698-560ad23307b5","name":"Organs-on-chips","category_slug":"biotechnology","attention":0.521,"maturity":0.239,"phase":"frontier","signal":0.45},{"public_id":"422f3294-7f2e-4e58-8088-0370bdf4338d","name":"Critical minerals supply chains","category_slug":"critical-materials","attention":0.405,"maturity":0.908,"phase":"established","signal":0.45},{"public_id":"45709059-ebd2-47c3-9650-76834ed02d59","name":"Green steel","category_slug":"clean-energy","attention":0.449,"maturity":0.313,"phase":"frontier","signal":0.45},{"public_id":"bb025cbc-d3ad-4f83-9c9e-5f636b9e6b81","name":"Desalination","category_slug":"critical-materials","attention":0.43,"maturity":0.833,"phase":"quiet","signal":0.4},{"public_id":"7c39f1be-5d9e-460e-9276-0fefc4191e46","name":"Homomorphic encryption","category_slug":"computing","attention":0.43,"maturity":0.082,"phase":"frontier","signal":0.4},{"public_id":"16b45f65-1b99-4514-a6f0-0107c3c9f71f","name":"Vehicle-to-grid (V2G)","category_slug":"batteries","attention":0.431,"maturity":0.354,"phase":"frontier","signal":0.4},{"public_id":"67f9385b-7308-468d-a9b5-f9564aeaed71","name":"Agrivoltaics","category_slug":"clean-energy","attention":0.485,"maturity":0.268,"phase":"frontier","signal":0.4},{"public_id":"4356c39b-1604-46b6-9444-243ba9112eef","name":"Agricultural robotics","category_slug":"robotics","attention":0.477,"maturity":0.351,"phase":"frontier","signal":0.4},{"public_id":"ecf648d5-9f86-418f-b3f2-bd4d9d6a50ba","name":"Lithium-Ion Battery Cells","category_slug":"batteries","attention":0.475,"maturity":0.942,"phase":"quiet","signal":0.4},{"public_id":"dc2952d3-fc5f-4cce-b126-92f2d9a8df87","name":"GaN and SiC power semiconductors","category_slug":"semiconductors","attention":0.452,"maturity":0.572,"phase":"quiet","signal":0.4},{"public_id":"613b90e5-ac63-4dd1-84c2-f55ae1cef77a","name":"Industrial robotics","category_slug":"robotics","attention":0.43,"maturity":0.843,"phase":"quiet","signal":0.4},{"public_id":"1908af51-f037-46ca-a73e-5d1d5a9c8143","name":"AI-native security operations","category_slug":"cybersecurity","attention":0.481,"maturity":0.25,"phase":"frontier","signal":0.4},{"public_id":"e0d5eef2-dfa1-45a8-a5d8-5d068114e7b2","name":"5G networks","category_slug":"connectivity","attention":0.352,"maturity":0.761,"phase":"quiet","signal":0.4},{"public_id":"f76611ae-5298-4673-adee-fe6a6f732451","name":"Digital twin for healthcare","category_slug":"computing","attention":0.415,"maturity":0.298,"phase":"frontier","signal":0.4},{"public_id":"f896f094-9d33-49dd-bd9c-0fd454ca23c1","name":"Autonomous shipping","category_slug":"robotics","attention":0.321,"maturity":0.256,"phase":"frontier","signal":0.4},{"public_id":"e01af527-152f-4ad1-a786-09336b2a54b3","name":"Cell and gene therapy manufacturing","category_slug":"biotechnology","attention":0.459,"maturity":0.482,"phase":"quiet","signal":0.4},{"public_id":"994c279b-8e60-4391-b908-795bd1f6d4d9","name":"Satellite servicing and debris removal","category_slug":"defence","attention":0.369,"maturity":0.33,"phase":"frontier","signal":0.4},{"public_id":"5693583f-da62-4905-a6c7-9261e0d274f5","name":"Carbon markets and credits","category_slug":"clean-energy","attention":0.408,"maturity":0.624,"phase":"quiet","signal":0.4},{"public_id":"dce8c48d-ae60-4b5b-83d0-e6293abb2208","name":"Zero-trust security","category_slug":"cybersecurity","attention":0.473,"maturity":0.53,"phase":"quiet","signal":0.4},{"public_id":"0ffdbd03-9b0c-43dd-ac8a-56b61e7141a0","name":"Real-time payments infrastructure","category_slug":"computing","attention":0.391,"maturity":0.615,"phase":"quiet","signal":0.4},{"public_id":"ea7968fe-7278-45f9-bf88-9046b84019ca","name":"Warehouse and logistics robotics","category_slug":"robotics","attention":0.448,"maturity":0.646,"phase":"quiet","signal":0.4},{"public_id":"3f816598-3da8-44de-9d17-b821869a3ba2","name":"Supply chain AI","category_slug":"computing","attention":0.436,"maturity":0.561,"phase":"quiet","signal":0.4},{"public_id":"b7615602-f276-4fdf-ae56-d0209728ef81","name":"Software supply chain security","category_slug":"cybersecurity","attention":0.422,"maturity":0.6,"phase":"quiet","signal":0.4},{"public_id":"2ae909f7-9133-4a61-a73b-18069d9a49f0","name":"Grid modernisation","category_slug":"clean-energy","attention":0.399,"maturity":0.636,"phase":"quiet","signal":0.4},{"public_id":"ad301285-44e2-4e16-b091-cf5cf702f13a","name":"Non-terrestrial networks (NTN)","category_slug":"connectivity","attention":0.417,"maturity":0.378,"phase":"frontier","signal":0.4},{"public_id":"1780030e-a80f-42ef-9c7f-c527cd3156c2","name":"Space domain awareness","category_slug":"defence","attention":0.394,"maturity":0.5,"phase":"quiet","signal":0.35},{"public_id":"f884842f-2688-42e4-91d7-8f4687399300","name":"OT\/ICS security","category_slug":"cybersecurity","attention":0.392,"maturity":0.272,"phase":"frontier","signal":0.35},{"public_id":"d276f3ad-b7e7-4c26-ae02-b29160aeba81","name":"Biomanufacturing","category_slug":"biotechnology","attention":0.311,"maturity":0.222,"phase":"frontier","signal":0.35},{"public_id":"debf413d-0120-4554-bcfb-af5a892bea56","name":"Advanced materials","category_slug":"critical-materials","attention":0.405,"maturity":0.488,"phase":"quiet","signal":0.35},{"public_id":"adca5624-80b8-48f7-aa76-71c8f8ea3ef0","name":"Solid-state batteries","category_slug":"batteries","attention":0.355,"maturity":0.271,"phase":"hyped","signal":0.35},{"public_id":"0a4bc999-2120-4029-a22b-7f5ea5adfcff","name":"Carbon accounting software","category_slug":"computing","attention":0.368,"maturity":0.498,"phase":"quiet","signal":0.35},{"public_id":"9def93bf-d3ad-4345-9b06-ad9f89e80a03","name":"Construction robotics","category_slug":"computing","attention":0.4,"maturity":0.251,"phase":"frontier","signal":0.35},{"public_id":"042f1b16-4301-4c09-a0d6-d94d47630d4e","name":"Direct lithium extraction (DLE)","category_slug":"critical-materials","attention":0.387,"maturity":0.346,"phase":"frontier","signal":0.35},{"public_id":"e578f064-969f-48e9-9d34-613736b3a4ac","name":"Private 5G networks","category_slug":"connectivity","attention":0.325,"maturity":0.623,"phase":"quiet","signal":0.35},{"public_id":"0a6aafb4-27b4-4f1b-a6d0-54cc783acaa9","name":"AI model marketplaces","category_slug":"artificial-intelligence","attention":0.342,"maturity":0.582,"phase":"quiet","signal":0.35},{"public_id":"2081f1c2-0214-44b8-bcde-4cfb9f8fb316","name":"Lithium-iron-phosphate (LFP)","category_slug":"batteries","attention":0.328,"maturity":0.835,"phase":"quiet","signal":0.35},{"public_id":"0d447686-9b93-4a3b-9f6f-cfeba7cc2375","name":"Autonomous underwater vehicles","category_slug":"defence","attention":0.277,"maturity":0.23,"phase":"frontier","signal":0.35},{"public_id":"6a4bb56f-7f8c-458f-b425-3a0ba0a6d438","name":"Hydrogen storage","category_slug":"clean-energy","attention":0.435,"maturity":0.231,"phase":"frontier","signal":0.35},{"public_id":"a5a9c59d-e62b-49dc-b003-437b6e9c1a3a","name":"Federated learning","category_slug":"artificial-intelligence","attention":0.224,"maturity":0.627,"phase":"quiet","signal":0.3},{"public_id":"0d8992c0-09a5-4007-ad53-6d605ac082f6","name":"Digital identity","category_slug":"computing","attention":0.251,"maturity":0.636,"phase":"quiet","signal":0.3},{"public_id":"71186cdd-7296-4076-9845-f23c3a8df3ed","name":"Synthetic data generation","category_slug":"artificial-intelligence","attention":0.385,"maturity":0.536,"phase":"quiet","signal":0.3},{"public_id":"55838a9c-5ff1-49b1-9126-95c8870f3849","name":"Nickel supply chain","category_slug":"critical-materials","attention":0.29,"maturity":0.799,"phase":"quiet","signal":0.3},{"public_id":"b0badd2e-76cb-4958-a09c-578ee6e33403","name":"Lithium-Sulfur Batteries","category_slug":"batteries","attention":0.244,"maturity":0.352,"phase":"frontier","signal":0.3},{"public_id":"3fa3b838-2f6d-4868-89fa-2bba72be99a7","name":"Industrial metaverse","category_slug":"computing","attention":0.289,"maturity":0.362,"phase":"frontier","signal":0.3},{"public_id":"7a2b8342-9cd7-4203-95ef-eea7662dedb2","name":"Flow batteries","category_slug":"batteries","attention":0.334,"maturity":0.348,"phase":"frontier","signal":0.3},{"public_id":"bcc40fa2-a1cd-4256-ac7b-d975ddaa2225","name":"Silicon-Carbon Battery Anodes","category_slug":"batteries","attention":0.379,"maturity":0.529,"phase":"quiet","signal":0.3},{"public_id":"cc338944-d25d-4572-8ed1-404efd247678","name":"Solar photovoltaics","category_slug":"clean-energy","attention":0.23,"maturity":0.914,"phase":"quiet","signal":0.3},{"public_id":"72782344-42e4-4f14-9ce6-6e686dfe84e4","name":"Recycling technology","category_slug":"batteries","attention":0.33,"maturity":0.622,"phase":"quiet","signal":0.3},{"public_id":"fa7a1c4d-d14d-405a-8580-67c54a4469df","name":"Cyber insurance","category_slug":"cybersecurity","attention":0.301,"maturity":0.648,"phase":"quiet","signal":0.3},{"public_id":"7986ff34-208c-4779-878d-8bad4cefd4de","name":"Cobalt supply chain","category_slug":"critical-materials","attention":0.267,"maturity":0.751,"phase":"quiet","signal":0.3},{"public_id":"297f6719-6f2d-41ea-ab05-e9630907ed56","name":"WiFi 7","category_slug":"connectivity","attention":0.315,"maturity":0.595,"phase":"quiet","signal":0.3},{"public_id":"df6e5362-3b7a-4a2a-8e5e-94b7313cd313","name":"Embedded finance","category_slug":"computing","attention":0.312,"maturity":0.56,"phase":"quiet","signal":0.3},{"public_id":"b48274da-aa26-488b-8f0f-64f6640daae4","name":"Water recycling and reuse","category_slug":"clean-energy","attention":0.335,"maturity":0.503,"phase":"quiet","signal":0.3},{"public_id":"57c6a7b5-af46-4977-9bba-6d61ee037ab9","name":"Autonomous mining","category_slug":"robotics","attention":0.286,"maturity":0.503,"phase":"quiet","signal":0.3},{"public_id":"8e3df20b-b49d-465c-8eb1-95fcefeaed36","name":"Edge computing","category_slug":"computing","attention":0.256,"maturity":0.541,"phase":"quiet","signal":0.3},{"public_id":"0a6e2298-ab93-4917-b59d-90157902def7","name":"Low-code and no-code platforms","category_slug":"computing","attention":0.247,"maturity":0.585,"phase":"quiet","signal":0.3},{"public_id":"cef905f9-3f30-40a4-bf1a-0e5593ac0b22","name":"Advanced recycling","category_slug":"critical-materials","attention":0.374,"maturity":0.349,"phase":"frontier","signal":0.3},{"public_id":"7fd2cc67-2ce1-464b-b0bb-7c8031a0efd6","name":"AI model compression","category_slug":"artificial-intelligence","attention":0.267,"maturity":0.499,"phase":"quiet","signal":0.3},{"public_id":"51e2f018-b785-45e7-a74e-c15d8797de20","name":"Concentrated solar power","category_slug":"clean-energy","attention":0.26,"maturity":0.754,"phase":"quiet","signal":0.3},{"public_id":"96d792b4-f3e3-4729-be5c-c04494bdc564","name":"Blockchain and distributed ledger","category_slug":"computing","attention":0.267,"maturity":0.779,"phase":"quiet","signal":0.3},{"public_id":"aeb427b2-6500-4530-9ce7-59f4c0ca7507","name":"Synthetic aperture radar (SAR)","category_slug":"defence","attention":0.238,"maturity":0.544,"phase":"quiet","signal":0.3},{"public_id":"23ed572c-77d1-4136-88ac-cd6b517c6a8a","name":"Open RAN","category_slug":"connectivity","attention":0.223,"maturity":0.553,"phase":"quiet","signal":0.3},{"public_id":"e0f00b42-afc4-4a44-83ea-a3d4451dc6ed","name":"Carbon fiber composites","category_slug":"critical-materials","attention":0.28,"maturity":0.502,"phase":"quiet","signal":0.3},{"public_id":"564e298b-c2e7-4d87-9166-345d4da7cf05","name":"Gallium and germanium","category_slug":"critical-materials","attention":0.274,"maturity":0.755,"phase":"quiet","signal":0.3},{"public_id":"61df0d48-b16d-4b33-944d-2874b268c518","name":"Regulatory technology","category_slug":"computing","attention":0.191,"maturity":0.546,"phase":"quiet","signal":0.25},{"public_id":"5aaaf739-e63d-42e1-b8c2-7d839035237e","name":"WebAssembly","category_slug":"computing","attention":0.334,"maturity":0.627,"phase":"quiet","signal":0.25},{"public_id":"b69e8b39-b462-4b52-b62a-35e65c510fd7","name":"Advanced mineral processing","category_slug":"critical-materials","attention":0.238,"maturity":0.279,"phase":"frontier","signal":0.25},{"public_id":"3ac82f17-d8d1-4258-8355-82f4b142d42a","name":"Serverless computing","category_slug":"computing","attention":0.253,"maturity":0.83,"phase":"quiet","signal":0.25},{"public_id":"f5cd2fc5-be26-4f73-b721-ba3d16c50cd4","name":"Energy harvesting","category_slug":"clean-energy","attention":0.32,"maturity":0.263,"phase":"frontier","signal":0.25},{"public_id":"193bd43b-db61-4bd7-844d-27d8b74088fc","name":"Antimony supply chain","category_slug":"critical-materials","attention":0.231,"maturity":0.311,"phase":"frontier","signal":0.25},{"public_id":"86a7a976-1606-4696-ae1e-03ea114932d7","name":"Mesh networking","category_slug":"connectivity","attention":0.192,"maturity":0.545,"phase":"quiet","signal":0.25},{"public_id":"d078c846-e45f-4d01-92b8-23458cb0aaf3","name":"Deception technology","category_slug":"cybersecurity","attention":0.306,"maturity":0.355,"phase":"frontier","signal":0.25},{"public_id":"b27c1b07-c982-40f8-a1c1-cfb9ff34d5ac","name":"Supercapacitors","category_slug":"batteries","attention":0.287,"maturity":0.568,"phase":"quiet","signal":0.25},{"public_id":"c1f08243-ff93-4da3-a2a5-61cda6caa53b","name":"Sodium-Ion Battery Chemistry","category_slug":"batteries","attention":0.229,"maturity":0.481,"phase":"quiet","signal":0.25},{"public_id":"15b54bcd-0706-4bab-92f0-0314087d2443","name":"Parametric insurance","category_slug":"computing","attention":0.331,"maturity":0.225,"phase":"frontier","signal":0.25},{"public_id":"1f4b279b-48aa-4d45-a572-5eb23b15abc8","name":"Tungsten supply chain","category_slug":"critical-materials","attention":0.291,"maturity":0.504,"phase":"quiet","signal":0.25},{"public_id":"701cb34a-2020-4a5d-beda-ed3beeeedbed","name":"Lithium-manganese-rich (LMR)","category_slug":"batteries","attention":0.22,"maturity":0.339,"phase":"frontier","signal":0.2},{"public_id":"5447e76a-c6cd-47d5-9674-3e5fa332a607","name":"Building information modelling","category_slug":"computing","attention":0.218,"maturity":0.511,"phase":"quiet","signal":0.2},{"public_id":"ed2731eb-008b-4596-8724-82eaad56cb85","name":"Data mesh","category_slug":"computing","attention":0.15,"maturity":0.642,"phase":"quiet","signal":0.2},{"public_id":"ff492243-ea82-4622-a0d9-d4630ee8dea0","name":"Cloud computing","category_slug":"computing","attention":0.123,"maturity":0.852,"phase":"quiet","signal":0.2},{"public_id":"9c6c39da-d898-43a4-b47b-a62aceb3b5db","name":"Zinc-air batteries","category_slug":"batteries","attention":0.215,"maturity":0.335,"phase":"frontier","signal":0.2}]}