Capsule’s AI Circuit Breaker Proven to Catch 98% of Rogue Agents
Capsule Security says its AI circuit breaker, fine-tuned on Nvidia's Nemotron model, caught 98% of rogue AI agent behavior in an independent benchmark.
Noel Saldanha is a contributor at Fathom, covering AI agents, open-source models and the tooling around them. His beat is the part of the industry that ships without a press release: open-weight releases, agent frameworks, protocol work such as MCP, and the developer infrastructure that decides what independent builders can actually make. He also covers where AI meets fintech and blockchain, including agent-to-agent payments and the stablecoin rails being built for machine transactions, a subject he approaches with more scepticism than most of its advocates. He is interested in the distance between a demo and a deployment, and in what open weights mean in practice once licence terms and compute requirements are taken into account.
Capsule Security says its AI circuit breaker, fine-tuned on Nvidia's Nemotron model, caught 98% of rogue AI agent behavior in an independent benchmark.
Google added agentic video understanding to Gemini, letting AI reason across long video on three platforms starting with developers before the consumer app.
AI credential theft prompted Lunar Cyber to launch Token Exposure Monitoring on Aug. 31, to curb misuse of stolen OpenAI and GitHub keys.
Bitmine's ether treasury hit 5.90 million tokens after a $131 million buy, an SEC filing showed, leaving it just 0.1% short of its 5% ether supply goal.
Perplexity Search API swept the top three spots on the Artificial Analysis Search Index, beating the previous leader by five points in AI search tests.
AI production moves into territory long shaped by traditional filmmaking, via Hostin's deal.
OpenAI launched an eight-week AI accelerator with Thailand's science ministry, backing 10 health, wellness and education startups building real AI products.
QuEra Computing says an AI agent built on Claude wrote and tested laser control code, fixing a quantum computer flaw that once took physicists hours to fix.
Binance Agent OS lets AI agents read market data and trade from isolated subaccounts, giving automated cryptocurrency trading a contained account boundary for.
Binance Agent OS gives AI agents market-data access and trade execution through isolated subaccounts, containing delegated cryptocurrency trading risk.