AI Agents Cut Quantum Attack Cost by 86%
- More than 100 researchers working alongside AI coding agents cut a key quantum attack benchmark on Bitcoin and Ethereum from 10.75 billion to 1.496 billion — an 86% drop — between late May and July 26, per Decrypt.
- The winning circuit for secp256k1 point addition uses 1,151 logical qubits and roughly 1.3 million Toffoli gates, scoring about half of Google Quantum AI's March benchmark (though counting methods differ, per Unchained).
- The challenge, ECDSA.Fail, was run by Eigen Labs with authors from Trail of Bits, StarkWare, Theta Labs, MultiVM Labs, and the Ethereum Foundation — crypto's own security establishment funding work that makes the attack cheaper.
- StarkWare CEO Eli Ben-Sasson said on X: "AI agents are narrowing the gap to a quantum attack. This project proves it."
The quantum threat no longer depends only on hardware. AI agents are doing the math for free, and crypto's own researchers are publishing the receipts. Cheaper circuits don't build a quantum computer, but they do shrink the margin holders are working with — Coinbase's quantum advisory board estimated roughly 7 million BTC sit in addresses with visible public keys.
Ripple Adds Governed AI Agents for Enterprise Finance
- Ripple Treasury added governed AI agents for enterprise finance, according to CryptoRank. Details are thin, but the move signals that AI agents are creeping into corporate treasury operations — with governance guardrails attached.
- Meanwhile, HIVE says Bitcoin mining still supplies 90% of its $1 million daily revenue despite its ongoing AI expansion, per CryptoSlate. The pivot to AI is real, but the mining rigs are still paying the bills.
"Governed AI agents" is the enterprise way of saying "we taught the chatbot to ask permission." Still, if AI agents are going to touch money, governance is the least they can do.
DeepSeek Undercuts GPT-6 Astra on Design at 1.4% of the Cost
- DeepSeek V4.1 Flash scored 81.2/100 on OpenDesign Arena's real-world design tasks — 98% of GPT-6 Astra's 82.7 — while charging $0.023 per finished design versus Astra's $1.61, per Decrypt.
- The model activates just 8 billion of its 552 billion parameters to read a prompt, which explains the price gap.
- Of 13 models tested, 11 scored lower than DeepSeek and cost more to run, including Claude Fable 5.1, Grok 4.6, and Qwen 3.8-Max.
The AI price war is real, and the only winner is whoever's paying the inference bill. DeepSeek just made "good enough" the most dangerous phrase in enterprise procurement.
SBF Asks Supreme Court to Overturn Conviction and $11B Forfeiture
- Sam Bankman-Fried filed a petition with the U.S. Supreme Court to overturn his fraud conviction and $11 billion forfeiture, arguing the trial court blocked him from showing FTX and Alameda held enough assets to repay customers, per The Block and Unchained.
- He also claims the forfeiture violates the 8th Amendment's Excessive Fines Clause.
- The Second Circuit affirmed the conviction in June, relying on the Supreme Court's 2025 Kousisis v. United States ruling. The Supreme Court accepts about 1% of petitions.
SBF's legal strategy now hinges on the idea that "no harm, no foul" applies to an $11 billion hole. The Supreme Court takes ~1% of petitions. This one's a long shot, even by his standards.
CLARITY Act on Life Support Ahead of Tuesday Vote
- Senate Republicans released a revised 630-page CLARITY Act with new DeFi registration rules for "non-decentralized finance trading protocols" and clearer crypto authority for credit unions, per Unchained.
- The ethics language Democrats demanded is unchanged, and Republicans say the bill is likely to fail. The cloture vote is set for 2:15 p.m. ET Tuesday and needs 60 votes.
- Treasury Secretary Bessent urged passage, warning failure sends a "troubling signal," but Galaxy's odds of the bill passing in 2026 are down to 10%.
A 630-page bill that nobody's happy with, four days before a vote that needs 60 senators and has maybe 51. The only thing bipartisan here is the pessimism.
Quick Hits
- ESMA warned that growing crypto ties to traditional finance could amplify systemic risks, flagging tokenized equities and prediction markets (CoinTelegraph).
- Nasdaq invested $100 million in Kraken parent Payward at a $21 billion valuation, and will distribute Nasdaq's tokenized stocks on Kraken (Decrypt).
- MoneyGram launched its first stablecoin-backed Visa card in Colombia, supporting USDC at launch (The Block).
- Pump.fun launched Custom Pairs, letting tokens be paired against tokenized stocks like NVDA and SPY via xStocks and Sunrise (Bankless).
- Hunter Biden's LAPTOP memecoin crashed 99% in an hour on day one, with the team blaming sniper bots and thin liquidity (Unchained).
Closing Take
AI agents just made a quantum attack on Bitcoin 86% cheaper, and the people who published the research are the same ones building the defense. That's either admirable transparency or a sign that the threat model is moving faster than the mitigation. Either way, the corgi is watching.
Not financial advice. Do your own research.