An engineer from Ant Group named Chen Cheng reverse-engineered Claude Code 2.1.81 and discovered that its tool invocation requires passing through a four-layer decision pipeline to ensure safety review. The classifier design prioritizes cost and latency, monitors multiple risk categories, and includes allowlist exceptions and circuit breaker mechanisms. Meanwhile, the frequency of behavioral prompt injection is finely controlled to ensure efficiency and stability.

Ant Group engineer Chen Cheng reverse-engineered Claude Code 2.1.81 source code, revealing its Auto Mode decision-making mechanism. This mechanism employs a four-layer decision pipeline to determine tool invocations, only calling an independent AI classifier for security review when the first three layers cannot make a determination. The classifier design focuses on risk monitoring, featuring a circuit breaker mechanism and behavior prompt injection frequency controls.

March 25 News: Mainstream Perp DEX platforms saw a slight decline in trading volume, while open interest rose. Hyperliquid leads with $7.81 billion in trading volume and $7.07 billion in open interest, followed by platforms such as Aster and EdgeX.

Mainstream Perp DEX platforms saw a slight decline in trading volume, while open interest rose. Hyperliquid and Aster led with trading volumes of $7.81 billion and $2.58 billion respectively. Latest trading volume and open interest figures have been updated across all platforms.

On March 24, Figure changed its tokenized stock ticker from FGRD to FGRS, in line with SEC registration and Provenance Blockchain listing information, without affecting security or trading mechanisms. The stock tokens will be issued and traded on Figure's OPEN platform and will support DeFi market lending.

Gate News bot message, a whale's $BRENTOIL long position was fully liquidated following a sudden price drop, resulting in a loss of $3.08 million. The whale's total losses have exceeded $4.4 million. According to Onchain Lens, the whale had deposited $4.1 million USDC into an open BRENTOIL long posi

MoonPay released the Open Wallet Standard (OWS) on March 23, an open-source wallet standard designed to provide a unified wallet standard for the AI economy, supporting multiple blockchains and adopting secure key management mechanisms. The standard has been launched on multiple platforms.

Gate News, on March 21, Zhipu Z.ai global head Li Zixuan posted on the X platform stating: "Don't panic. GLM-5.1 will be open source." (Don't panic, GLM-5.1 will be open source.) The release date and specific details of the model have not yet been disclosed.

OpenClaw, a popular open-source AI project, experienced a phishing attack on GitHub aimed at its developers.

Kenya's National Treasury has released draft regulations for Virtual Asset Service Providers, focusing on stablecoin reserves and licensing. A public consultation is open until April 10 for stakeholder feedback.