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Mitchell Bryson AI Reliability Articles
AI agents are gaining deeper access to enterprise systems and developer environments faster than anyone is securing them. Three stories from a single news cycle show the attack surface widening in real time.
Mitchell Bryson AI Reliability Articles
OpenAI amends its Pentagon deal after Altman admits it looked 'opportunistic and sloppy', while Claude surges to number one on the App Store and hundreds of employees publicly back Anthropic's stance.
Mitchell Bryson AI Reliability Articles
Three separate security disclosures this week exposed a pattern: we are deploying agentic AI infrastructure faster than we can secure it, from MCP servers to coding assistants.
Mitchell Bryson AI Reliability Articles
Agentic AI systems degrade through context rot, compounding errors, and model drift — but human oversight erodes in lockstep. The widening gap between actual reliability and perceived reliability is the defining engineering challenge of autonomous systems.
Mitchell Bryson AI Reliability Articles
Google DeepMind launched Nano Banana 2 (Gemini 3.1 Flash Image), blending high-quality outputs with unprecedented speed to democratize professional-grade image creation across Google's product suite.
Mitchell Bryson AI Reliability Articles
Defense Secretary Pete Hegseth gives Anthropic until Friday to provide military access to Claude or face being declared a supply chain risk or forced compliance under the Defense Production Act.
Mitchell Bryson AI Reliability Articles
As AI agents become economic actors - negotiating, transacting, and making commitments - they'll need infrastructure we haven't built yet: verifiable identity, earned reputation, and enforceable accountability.
Mitchell Bryson AI Reliability Articles
A practical model for growing AI agent autonomy - levels, controls, and KPIs - grounded in risk frameworks (NIST AI RMF, ISO/IEC 42001) and aligned with EU AI Act oversight.
Mitchell Bryson AI Reliability Articles
A practical pipeline for high-quality Retrieval-Augmented Generation: remove duplicates, split semantically, fuse lexical + dense search, rerank, and measure.
Mitchell Bryson AI Reliability Articles
What the EU AI Act requires in 2025–2027, how it lines up with the UK ICO's AI & Data Protection Risk Toolkit, and the exact outputs your team should ship.