DeepSeek Explores Agent Coordination Around Human Attention Limits
What happened: DeepSeek's Harness team published a design paper and research prototype on October 31 describing a Router-Worker architecture, in which a central coordinator assigns tasks to parallel,
Featured
Binance Restarts Withdrawals With Bitcoin, Expanding to 15 Networks
What happened: Binance began restoring withdrawals on November 1 at 06:00 UTC, starting with Bitcoin and expanding to 15 networks, including Ethereum, Solana, Tron and BNB Smart Chain.
FBI Attributes Binance Theft to TraderTraitor as Attackers Multiply Wallets
What happened: The FBI attributed the theft of more than $6 billion from Binance, occurring on or about October 29, to North Korea-affiliated TraderTraitor, with coverage placing the loss around $6.
Binance Reports 90% Replenishment, With Less-Liquid Tokens Still Outstanding
What happened: Binance said by October 31 that it had replaced 90% of the stolen crypto, deploying approximately $6.
FBI Attributes Binance Theft to TraderTraitor and Seeks DeFi Cooperation
What happened: The FBI, US Secret Service and IRS Criminal Investigation jointly attributed the $6.
Wallet Security
Hardware wallets, key custody, hot vs cold — the practical defense layer.
Guides
AI Reward Hacking Puts the Meaning of Benchmark Success Under Scrutiny
What happened: An October 31 Decrypt explainer examined reward hacking, in which an AI system improves its measured score without achieving the objective the measurement was intended to capture.
Binance Begins Withdrawal Restart With Bitcoin and Other Requested Assets
What happened: Binance resumed withdrawals on November 1 through a phased reopening, with the initial window scheduled for 06:00–09:00 UTC following an approximately three-day disruption.
AI Reward Hacking Shows Why Better Scores Can Conceal Worse Behavior
What happened: Decrypt's reward-hacking explainer examines how AI systems can satisfy a scoring rule while missing the intended objective, connecting earlier research with a reported July 2026 inciden
Binance Reports 90% Replenishment as Withdrawal Restart Comes Due
What happened: Binance said it had replaced 90% of the stolen cryptocurrency, up from 80% in an earlier update, and allocated $6.
Binance Theft Becomes a Crypto-Regulation Flashpoint Before US Voting
What happened: The $6.
Binance's $6.3 Billion Breach Reveals the Trade-Off Behind $3 Billion in Freezes
What happened: Reporting on Binance's October 29 breach puts the theft at $6.
Next Technology Opens the Door to Selling or Pledging 5,833 BTC
What happened: Nasdaq-listed Next Technology Holding authorized the sale or pledge of approximately 5,833 BTC, valued at roughly $449 million in the reporting, through a board decision on October 30.
Nov 1: Next Technology Opens the Door to Selling or Pledging 5,833 BTC
Binance's $6.3 Billion Breach Reveals the Trade-Off Behind $3 Billion · Binance Theft Becomes a Crypto-Regulation Flashpoint Before US Voting · Binance Reports 90% Replenishment as Withdrawal Restart Comes Due
Markets
Market analysis, on-chain data, BTC/ETH/altcoin tracking.
Markets
Reddit Falls 30.44% as AI Search Pressures Referrals
What happened: Reddit closed Friday at $90.
Investigators Trace $6.36 Billion Binance Theft to Signing Infrastructure
What happened: Investigators reported that attackers stole $6.
Trading
Order flow, market structure, ICT/SMC framework, risk-first execution.
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Blockchain
Layer 1, layer 2, DeFi, NFT, governance — all things blockchain.
Blockchain
Roughly $3 Billion in Freezes Reveals Crypto's Control Tradeoff
What happened: CoinDesk's October 31 analysis put frozen stolen funds at approximately $3 billion, highlighting administrative controls used by stablecoin issuers including Tether and Circle.
Coinbase Drops About 13% as Earnings Complicate the Hack Selloff
What happened: Coinbase shares fell approximately 13% on October 30, alongside declines of roughly 9% for Circle, 8% for Strategy, 10% for IREN and 9% for Figure.
AI · Crypto
The convergence — agents, on-chain inference, AI-native protocols.