Independent · AI × Crypto
Intel before the deal.
Independent, due-diligence-backed intelligence on the AI × Crypto frontier — and the bridge that connects the three sides of a deal: founders, funds, and the investors behind them.
- 58
- Projects
- 19
- Conviction
- 34
- VCs
- 06
- Sectors
The bridge
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Curated, DD-backed pipeline from Lookout's conviction list — before it's widely visible.
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For investors
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Pulse
Latest moves.
Framework Ventures closes oversubscribed $400M Fund IV, expanding mandate to AI, robotics, and energy beyond crypto
Framework's Ivy League endowment and sovereign-wealth-backed fourth close signals top-tier crypto VCs broadening into frontier tech as pure-crypto deal flow thins; roughly half the capital already deployed into crypto (Hyperliquid, Sky, Plasma) plus AI and energy.
Story Protocol rebrands as DATA Foundation, pivots to AI training data supply with new DATA Network and Trace provenance layer
Full strategic pivot away from IP-NFT narrative toward AI training data licensing, with leadership change and token rename from $IP to $DATA — validates the AI data bottleneck thesis but signals the original IP-chain use case failed to gain traction.
- FundingJun 25Cambrian
Cambrian raises $6M seed co-led by Franklin Templeton and Polychain Capital for AI-aware blockchain data oracle network
Franklin Templeton co-leading alongside Polychain signals institutional conviction that real-time, AI-digestible on-chain data oracles are critical missing middleware as autonomous finance agents scale.
Story Protocol rebrands as DATA Foundation, migrates $IP to $DATA 1:1, launches Trace on-chain registry and Kled data marketplace
Story abandons its broad IP-licensing thesis for verified AI training data infrastructure — a pivot that erases original product-market fit but repositions into a category with genuine near-term enterprise demand; $IP token is ~98% off ATH despite a 12-15% rally on the news, so execution risk remains high.
- FundingJun 25Canopy Network
Canopy Network raises $8.5M seed and acquires Tanssi technology to accelerate its AI-native blockchain app framework toward mainnet
Canopy compresses full-stack onchain app development into ~200 lines of code readable by both humans and AI coding assistants — the Tanssi acquisition adds dashboard-driven appchain deployment, making this a bet on AI-assisted developer tooling as a blockchain on-ramp.
Coverage
Six sub-sectors. One independent desk.
06 sectors
Sector
AI Agents & Orchestration
Autonomous on-chain agents, agent frameworks, and the orchestration layers that coordinate them.
Open thesis →
Sector
Compute & Inference
Decentralized GPU networks and the inference markets that serve models on top of them.
Open thesis →
Sector
Data & Training
Open datasets, data DAOs, and verifiable pipelines that feed model training.
Open thesis →
Sector
Agent Economy & Finance
Payments, settlement, identity, and DeFAI primitives for autonomous agents.
Open thesis →
Sector
Physical AI
Robotics, embodied agents, and crypto-coordinated physical-world machine networks.
Open thesis →
Sector
Verification & Trust
zkML, verifiable inference, model provenance, and on-chain proof + audit layers.
Open thesis →
Tracked projects
58 projects on the radar.
Showing highlights below — full sortable + filterable list at /projects.
Bittensor
Compute & Inference
Decentralized machine learning network — subnet model — TAO token
Grass
Data & Training
Bandwidth/data layer cho AI training — large airdrop hype — Solana
io.net
Compute & Inference
Decentralized GPU network — aggregator model — institutional traction
Render Network
Compute & Inference
Veteran decentralized rendering — pivoted to AI compute — Solana migration done
Skyfire
Agent Economy & Finance
Agent-to-agent payment network — a16z + Coinbase backed — production
Virtuals Protocol
AI Agents & Orchestration
Launchpad cho on-chain AI agents — biggest agent ecosystem hiện tại trên Base
ai16z / ElizaOS
AI Agents & Orchestration
AI agent framework open-source — Marc Andreessen's DAO experiment scaling
FrodoBots
Physical AI
DePIN cho mini-robots — telerobotic + AI — physical AI play
Aethir
Compute & Inference
Enterprise-grade decentralized GPU cloud (NVIDIA H100/H200/B200) for AI and gaming; $9M Pre-A backed by HashKey, Animoca and Framework Ventures.
Catena Labs
Agent Economy & Finance
An AI-native, regulated financial institution building compliant stablecoin money-movement and identity rails for autonomous AI agents.
Coinbase x402
Agent Economy & Finance
Open HTTP-native payment protocol reviving the 402 status code so AI agents and apps pay stablecoins for API/content access without accounts.
Hyperbolic
Compute & Inference
Open-access GPU marketplace and serverless inference layer aggregating idle compute for affordable model hosting.
Active capital
34 funds, ranked.
Tier, track record, thesis and LP access — the capital side of the frontier.
POV
Latest insights.
Agent Payment Rails: Skyfire vs Nava and the Fork Ahead
Two payment infrastructures for autonomous agents. One has a16z and Coinbase. The other has Polychain. Both are betting on different layers — and only one of those layers is going to matter when the agent economy hits scale.
Read piece →
Virtuals' Tokenization Loop: Does the Math Work in 2027?
Virtuals Protocol proved agent tokenization at scale on Base. The token model gives holders revenue share. The question I cannot answer yet is whether that loop survives when the long tail of launches goes to zero — and whether the curated head is big enough to carry the rest.
Read piece →
DePIN Compute: io.net, Render, and the Structural Question
Both networks have real GPU supply and real customers. The structural question — whether decentralized compute is a meaningful price-improvement over hyperscaler rentals at scale — has not been answered. Until it is, neither network has an unassailable moat.
Read piece →
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