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News
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
2+ day, 11+ hour ago (361+ words) It was 01:19 AM on September 10, 2026. The crypto market was experiencing a violent flash crash, and my algorithmic trading system was scanning for swing trade opportunities. The LLM advisor returned a clear, unambiguous JSON payload: RULING=PROCEED for a SOPHUSDT LONG…...
What the Hugging Face Incident Teaches Us About Behavioral Detection in Agentic Attacks by Snehal Patel
3+ day, 14+ min ago (428+ words) Once the agent gained execution inside Hugging Face, it still had to do the same things attackers have always had to do: discover what was around it, acquire credentials, escalate privileges, move laterally, access additional systems, establish new paths, and…...
How to test AI models banks don’t control
3+ day, 9+ hour ago (727+ words) As banks begin integrating frontier AI into critical processes, software testing can no longer focus solely on the applications they build. It must increasingly validate the behaviour of the intelligence they consume. That challenge is becoming harder to ignore. Take…...
Black Duck Joins Anthropic's Project Glasswing
5+ day, 1+ hour ago (277+ words) PR Newswire Black Duck has been selected for Project Glasswing, joining the initiative to help secure the world's most critical software for the AI era BURLINGTON, Mass., Sept. 8, 2026 /PRNewswire/ -- Black Duck®, the leader in AI-powered application security, today announced it…...
Checkmarx joins Anthropic's Project Glasswing
5+ day, 22+ hour ago (293+ words) Checkmarx has announced its participation in Anthropic’s Project Glasswing, which gives select security organizations access to Mythos for defensive cybersecurity work. As a participant, Checkmarx said that it will use Claude Mythos 5 to strengthen its own vulnerability detection and share…...
When Should an AI Suggestion Become a Financial Record?
1+ week, 18+ hour ago (401+ words) AI can classify an expense, propose a match between a bank transaction and an invoice, or flag an unusual cash-flow pattern. None of those outputs should automatically become accounting truth. That boundary matters more than raw model accuracy. A model…...
We replaced the brand guidelines PDF with tokens the client's forms, link page and chat widget inherit
1+ week, 1+ day ago (346+ words) I run SharpHaw, a small agency in Lisbon, and I'm the engineer behind SharpOS, the workspace we run every client engagement in. Brand Kit is the row on our replacement ledger that stands in for the PDF. This is what…...
Hugging Face attack highlights new AI-driven risks
1+ week, 2+ day ago (537+ words) Autonomous AI agents linked to OpenAI models breached Hugging Face's internal systems in a coordinated four-day operation, raising urgent questions about the security of AI infrastructure. For years, cybersecurity researchers warned that AI would eventually be weaponized against the very…...
AI Gateway: The Pattern Fintechs Are Standardizing On
1+ week, 5+ day ago (796+ words) Every microservice calling OpenAI directly is a $4,000/month surprise waiting to happen. The shift nobody's writing about — but everyone at scale is building. Before getting into the architecture, I want to address the first objection I hear from every platform…...
Inside a Crypto Trading Bot: What Actually Happens Between Market Data and an Order
2+ week, 1+ day ago (1658+ words) A cryptocurrency trading bot looks deceptively simple from the outside. There is a market, there is some trading logic, and eventually an order gets sent to an exchange. That description leaves out almost everything that makes the software interesting. A…...