AI x Crypto

AI Agents Get the Blockchain Pitch; Tao Warns Math's Problems Are Running Out

Coinbase bets crypto's next wave is AI agents, Yellow argues agents need their own chain, and Terence Tao warns AI is depleting math's supply of good problems.

  • AI x Crypto
  • AI Agents
  • Markets
  • Policy
AI Agents Get the Blockchain Pitch; Tao Warns Math's Problems Are Running Out

AI Agents Are Crypto's Next Pitch — Again

Two headlines this week want you to believe the agent economy finally needs a chain.

  • Coinbase says crypto's next wave of growth will come from AI agents, per coverage in The Motley Fool and Yahoo Finance. The exchange also expanded AI access to stocks and crypto, according to Crypto News.
  • Yellow.com argues AI agents "cannot scale without their own blockchain layer" — a thesis with a long, mostly unproven track record.
  • SkyAI, a Solana treasury firm pivoting to "Agentic Finance for the Global South" (stablecoins plus AI), is under board challenge from would-be acquirer Forward Industries and a shareholder group ahead of its Sept. 18 annual meeting. Bastion Trading and affiliates control 9.99% and plan to vote "WITHHOLD ALL" on five director nominees, citing bylaw changes, a poison pill adopted without a shareholder vote, and related-party transactions. Forward's all-stock offer of $1.55/share was rejected in July.
  • Harmony reportedly wants to kill its own blockchain and turn ONE into an AI video token.

Every cycle gets a narrative that lets a token rebrand. "Agents need a chain" is this one. Note that the loudest agent-chain advocates are usually selling the chain.


Tao: AI Is Solving Math Faster Than Math Can Restock

Terence Tao — the UCLA professor and 2006 Fields Medalist widely considered the best living pure mathematician — posted on Mathstodon warning that AI is draining the field's supply of good open problems.

  • His point isn't about proofs. It's about questions: anyone can generate infinite math questions, but almost none teach anything about the wider field.
  • "The indiscriminate use of powerful solution-extraction tools can achieve the immediate short-term goal of solving problems at hand, but at the cost of sustaining the ecosystem for the next wave of progress," Tao wrote.
  • He wants certain problems labeled "analysis-required" so a bare AI answer without explained reasoning counts for little.
  • The warning follows real precedent: Anthropic and OpenAI have thrown compute at problems that resisted human mathematicians for years, spanning quantum physics, applied math, and medicine.

A mathematician worried that machines are consuming the field's fuel faster than humans can find more is a subtler warning than "AI will do math." The scarce resource was never answers.


Apple's AI Moment: Gemini Inside, EU Left Out

Apple's "Surprise and Shine" event was new CEO John Ternus's first keynote, eight days into the job.

  • Redesigned Siri AI runs on Google's Gemini under a deal reportedly worth about $1 billion a year — and won't work on any iPhone or iPad in the European Union at launch.
  • The iPhone 18 Pro/Pro Max ship with the A20 Pro, Apple's first chip on TSMC's 2-nanometer process, with a dual Neural Engine of 32 cores, double the prior generation.
  • The first foldable, iPhone Duo, starts at $1,999 for 256GB and tops out near $3,000, arriving in October.
  • Siri AI ships in beta this month in supported regions and can act across more than 300,000 third-party apps.

Apple outsourcing the brains to Gemini while locking the EU out of launch is a very Apple way to ship "AI."


Miners Missed the Rally, and AI Is Why (Sort Of)

Bitcoin is up roughly 22% since Aug. 17, and exchanges and stablecoins have traded at parity — but miners haven't, per The Block.

  • Only one tracked mining company outperformed BTC: rig maker Canaan (CAN). The other ten miners and mining-adjacent names posted a median return of just 1.8%.
  • Several miners pivoted to HPC infrastructure for AI data centers, which supported stock prices in the bear market but split attention.
  • Worst offenders: Core Scientific (CORZ) and Terawulf (WULF), underperforming bitcoin by 27% and 24%.
  • Bloomberg reports the AI boom is wrecking Trump's "Made-in-America" bitcoin mining plan.

The AI pivot was supposed to be the hedge. Turns out owning a data-center story and a mining story at once mostly means owning neither well.


Policy Desk: Clarity Act Countdown, Xinbi Freeze

  • The Senate holds a procedural vote on the Clarity Act on Sept. 15. Treasury Secretary Scott Bessent "strongly urges" passage; Coinbase's Brian Armstrong says crypto wins either way, telling CNBC the industry gets regulatory clarity regardless.
  • Stand With Crypto says supporters called or emailed Congress nearly 50,000 times in August; crypto groups have spent at least $190 million ahead of November. Community bankers are lobbying the other direction.
  • The Secret Service froze $52.8 million in USDT across 52 wallets tied to Xinbi Guarantee, working with Elliptic. Treasury's OFAC designated Xinbi a significant transnational criminal organization; the DOJ's Scam Center Strike Force says it has seized $938 million since November 2025. Xinbi reportedly moved $2.8 million into USDD.
  • Trezor and BitBox warned users about phishing emails sent from legitimate domains after a third-party email provider breach. Trezor took the domain down.
  • Consensys plans to split into MetaMask and a new institutional blockchain company by end of 2026. Block applied to the OCC for Builders Bank & Trust, N.A. DoubleZero added Kalshi election market data ahead of the midterms.
  • TRM Labs doubled its valuation to $2 billion, scaling AI services.

"Crypto wins regardless" is what you say when you've already spent the money. Also: a stablecoin without a freeze switch that's partly backed by a stablecoin with one is not the escape hatch it looks like.


Quick Hits

  • Dogecoin sank 5%, leading major losses, with BNB down about 4% and XRP 3%, as bitcoin held $78,000.
  • Hunter Biden's LAPTOP memecoin crashed more than 99% on launch day. The team blamed sniper bots and thin liquidity; Bubblemaps said about 80% of traders lost money.
  • Steak 'n Shake says same-store sales grew double digits since adopting Bitcoin, with franchise-partner same-store sales up 19% this quarter.
  • Iran continues using bitcoin to settle cross-border transactions, per the FT, with the central bank reportedly looking the other way.

Closing Take

The AI x crypto trade this week is mostly narrative arbitrage: agents need a chain, a Solana treasury firm needs an AI rebrand, miners need a data-center story. The one genuinely uncomfortable signal came from a mathematician, not a token: AI is very good at consuming problems, and nobody has figured out who restocks them. Watch the Clarity Act vote on Sept. 15 and the SkyAI meeting on Sept. 18 — both are about who gets to keep the keys.

Not financial advice. Do your own research.