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Codec

13 pieces · Jul 2025 to Oct 2026 · 2 flagship

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AI11 Robotics10 DePIN7 Privacy2 ZK1 Hyperliquid1

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Start here · the strongest pieces on Codec

Thesis14 Jul 2025Why DeAI matters across the AI stack: seven layers from incentives to computeMaps seven layers where decentralization matters for AI: open innovation incentives, verifiable inference, decentralized training, private MPC compute, GPU networks, user-owned models and onchain agent payments. Also frames VLAs as lacking a LangChain-style framework that Codec is building.Breakdown22 Oct 2026Axis Robotics: crowd-sourced robot training data and the AXIS tokenAxis runs a crowd teleop gym behind a 50K+ demo dataset; pi0.5 scored 88.8 vs 83.9 with Axis data, in simulation only. At ~$0.30 and ~$298M FDV on a 16.5% float, AXIS has no fee or buyback sink, so he sees it as priced for success.Thesis16 Sep 2026CODEC: SimArena at TUM's robo.innovate hackathon with 80+ teamsCODEC at ~$6M mcap (2.4x in ten days) as SimArena becomes the simulator for 80+ teams at the 23 to 28 Oct robo.innovate hackathon. Three of eight challenges depend on simulation, and top teams get fast-tracked into The Foundry.

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2026 6

22 Oct 2026Axis Robotics: crowd-sourced robot training data and the AXIS tokenAxis runs a crowd teleop gym behind a 50K+ demo dataset; pi0.5 scored 88.8 vs 83.9 with Axis data, in simulation only. At ~$0.30 and ~$298M FDV on a 16.5% float, AXIS has no fee or buyback sink, so he sees it as priced for success.BreakdownRoboticsDePINAI6 likes

21 Sep 2026machine.fun thesis: why hardware founders may raise on a launchpad over VCArgues private rounds are broken for hardware builders (vesting overhangs, VCs unable to price hardware) and Codec funded its build from trading fees. machine.fun adds a curated launchpad with SimArena proof, peaq tracking, the Foundry accelerator and fee-funded buybacks.ThesisRoboticsDePIN50 likes

16 Sep 2026CODEC: SimArena at TUM's robo.innovate hackathon with 80+ teamsCODEC at ~$6M mcap (2.4x in ten days) as SimArena becomes the simulator for 80+ teams at the 23 to 28 Oct robo.innovate hackathon. Three of eight challenges depend on simulation, and top teams get fast-tracked into The Foundry.ThesisRoboticsAI78 likes

14 Sep 2026SimArena at robo.innovate: why a browser simulator matters for CodecSimArena runs physics in WebAssembly (no GPU, MIT-licensed, 500 free credits a month, LeRobot export) and sits in TUM's robo.innovate alongside Nvidia, Universal Robots and NEURA. Every student building on it becomes a user.ThesisRoboticsAI20 likes

08 Sep 2026Five tokens to watch: ARX, ZAMA, NEAR, PEAQ and CODECShort list of five tokens with one-line theses: Arcium's MPC compute, Zama's FHE for institutions, NEAR's agent economy infra, peaq's machine economy base layer and Codec's robotics stack.MapPrivacyAIRobotics55 likes

07 Sep 2026machine.fun and Codec: financing machines onchainArgues crypto's next financialization is machines: robotics VC reached $50B+, Unitree's retail tranche was 8,000x oversubscribed, and machine.fun gives prototype-stage hardware founders a launchpad. Codec gains a path from browser prototype to Foundry to crowd raise.ThesisRoboticsDePIN52 likes

2025 7

26 Sep 2025CODEC is coded: recent shipping from the CodecFlow teamLists Codec's recent output: the RoboMove playground, the Operator Kit (optr SDK) with remote simulation and Octo support, a MachineDEX listing on peaq and a hinted NRN Agents partnership. Argues it out-ships robotics projects that raised tens of millions at 9-figure valuations.ThesisRoboticsAIDePIN46 likes

27 Aug 2025CodecFlow explained: VLA-powered Operators that learn by demonstrationExplains Codec's framework for Operators, small trainable agents that use Vision-Language-Action models in a perceive, reason, act loop to automate software and robotics tasks from demonstration. Argues this replaces brittle scripts and can chain into workflows.ExplainerRoboticsAI75 likes

24 Aug 2025LLM agents vs VLA operators: strategist versus executorContrasts LLM agents that perceive through text and APIs and plan slowly with VLA operators that read raw pixels and sensor data and act in a tight loop. Notes distinct failure modes and argues the best systems pair an LLM planner with a VLA executor.ExplainerAIRobotics20 likes

05 Aug 2025RoboMove: crowd-trained humanoid robot policies logged onchainExplains RoboMove, where users tweet commands to a livestreamed Unitree G1 and attempt videos feed a learning loop that updates the robot policy. Every command and action is logged onchain, creating provenance and a path to a marketplace for robot policies.BreakdownRoboticsAIDePIN42 likes

21 Jul 2025Research agenda July 2025: MegaETH, CLOBs, proving markets, DeAI, privacyA list of themes under active research: MegaETH, CLOB infra, proving markets, ZK infrastructure, ML networks, AI agents and robotics, stablecoins, RWAs, programmable privacy, BTCfi and Hyperliquid.OtherZKAIHyperliquid101 likes

14 Jul 2025Why DeAI matters across the AI stack: seven layers from incentives to computeMaps seven layers where decentralization matters for AI: open innovation incentives, verifiable inference, decentralized training, private MPC compute, GPU networks, user-owned models and onchain agent payments. Also frames VLAs as lacking a LangChain-style framework that Codec is building.ThesisAIDePINPrivacy44 likes

13 Jul 2025Six post-TGE AI plays to watch: TAO, NEAR, TIG, IO, NIL, CODECDescribes six live AI tokens without Kaito leaderboards: Bittensor subnets as digital commodity markets, NEAR as AI-native L1, TIG for algorithm IP co-ownership, io.net GPU clustering, Nillion blind compute and Codec's VLA framework.MapAIDePIN36 likes

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machine.fun5 peaq12 NEAR Protocol73 Bittensor34 Arcium26 Unitree12 Allora38 OpenLedger34

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