Bittensor creator Const on Affine, dTAO, “mining reasoning,” and more | E2326

Watch on YouTube ↗  |  August 17, 2026 at 19:46  |  1:24:16  |  This Week in Startups
Speakers
Jason Calacanis — Angel Investor / Founder, LAUNCH
Jacob Steves — Co-Founder, Bit Tensor

Summary

Bittensor co-founder Jacob Steeves (Const) explains the project's Bitcoin-inspired permissionless mining roots, how subnets create market-based rewards for AI compute, inference, and models, and how dynamic TAO uses subnet token prices to rank and fund projects. Specific subnets discussed include Engy, Lium, and Affine, with Affine focused on mining reasoning. Jason Calacanis shares his bullish TAO thesis and also mentions long-term stock bets in Uber and Figma.

  • Jacob explains Bitcoin's permissionless mining as the foundation for Bittensor.
  • Subnets are described as incentive mechanisms where miners and validators produce AI commodities like compute and inference.
  • Dynamic TAO gives subnets paired alpha tokens and uses market prices to rank projects and distribute TAO emissions.
  • Jacob highlights Lium (SN51) scaling compute and Affine (SN120) mining reasoning.
  • Jason is bullish on TAO as a long-shot decentralized AI bet and suggests buying one TAO as a front-row seat.
  • Jason also mentions long-term holdings in Uber and Figma.
  • The Templar controversy is framed as an early startup rugpull risk rather than a Bittensor architecture failure.
  • Jacob discusses foundation governance and his effort to make himself increasingly irrelevant.
Ideas
Jason Calacanis Angel Investor / Founder, LAUNCH 3:03
Buy TAO as decentralized AI bet.
Jason sees Bittensor/TAO as the first crypto project since Bitcoin where subnets solve real-world AI problems; he personally made a large bet and says he predicts tens of millions, while publicly telling people to buy one TAO as a front-row seat to a possible decentralized AI outcome and a potential 100x long-shot.
Jason Calacanis Angel Investor / Founder, LAUNCH 27:54
Engy subnet undercuts inference costs.
Jason found Engy (SN53) offers open-source model tokens for Qwen-Kimi and GLM52 at half the price of other providers, giving it real product-market fit; he considered plugging his API key into his Hermes agent, implying the permissionless subnet can undercut centralized inference costs.
Jacob Steves Co-Founder, Bit Tensor 46:20
Lium subnet scales compute without friction.
Lium (SN51) has figured out GPU attestation and built a permissionless compute network that scales with emissions; after payments to miners were tripled, its compute tripled in two months without organizational friction, making it a premier example of Bittensor's compute-subnet model.
Jacob Steves Co-Founder, Bit Tensor 56:10
Affine mines reasoning to improve models.
Affine (SN120) is Jacob's subnet that tries to mine reasoning by rewarding miners whose models make other models answer correctly; near-term successful models could become adapters that run much faster, and longer-term mining the latent space of thought is a prerequisite for training very strong models.
Jason Calacanis Angel Investor / Founder, LAUNCH 82:35
Uber bottom near $67, long hold.
Jason said Uber was at a bottom near $67 during panic selling, and he treats it as a long-term hold in his 'J-trading' strategy of waiting for bad news cycles to buy quality stocks at discounts.
Jason Calacanis Angel Investor / Founder, LAUNCH 82:35
Figma founder bet from $20.
Jason bought Figma around $20 because Dylan Field is a founder who understands designers, tools, and brand-building, and it's now around $25; he holds it as a long-term founder bet.
Up Next

This This Week in Startups video, published August 17, 2026, features Jason Calacanis, Jacob Steves discussing TAO, Engy (SN53), Lium (SN51), Affine (SN120), UBER, FIGMA. 6 trade ideas extracted by AI with direction and confidence scoring.

Speakers: Jason Calacanis, Jacob Steves  · Tickers: TAO, Engy (SN53), Lium (SN51), Affine (SN120), UBER, FIGMA