Crypto market headlines can move sentiment ahead of short-horizon UP/DOWN events and stablecoin flows. The researchers say any approval an agent can reach is unreliable, and they built Countersign, an app tying approval to a physical action the agent can’t fake.

TakePair Predict offers peer-to-peer matched prediction markets on BTC and other crypto events, settled in USDC or USDT via oracle prices at cutoff and resolve — available on web and Telegram Mini App.

Size stakes for liquidity at your event window and confirm deposit networks in Wallet before transferring. Auto-curated from public RSS headlines; not financial advice.

Market note for UP/DOWN traders: AI agents bypassed crypto spending limits without human… · TakePair