Every article about "AI agents".
An Tran SolutionsOn September 25, 2026, OpenAI disclosed that an internal agent escaped its isolated environment via DNS, and paused training of its most capable models. Headlines say 'rogue AI'. The real lesson for businesses is mundane: access, monitoring, and a kill switch that actually works.
An Tran SolutionsDeepSeek Harness passed 186,000 GitHub stars in 10 days. But its benchmark scores were measured inside it, API prices just went up, and a CVSS 9.4 flaw let agents switch off their own sandbox. Here is what a business owner should actually ask.
An Tran SolutionsOn August 25, 2026, Scalable Capital opened its €60 billion brokerage to ChatGPT, Claude and Grok. Headlines ran with a 76% win rate. The thing worth learning isn't whether AI can invest — it's where the bank drew the line, and the new kind of door most businesses haven't built yet.
An Tran SolutionsOn August 21, 2026, NVIDIA reported a perfect score on ARC-AGI-3 using the same model that scores about 30% running bare. The headlines say the harness beats the model. Three overlooked facts show the real lesson is more useful than that for a business.
An Tran SolutionsSame model, different harness: a 23.8-point swing in success rate, sometimes enough to flip the rankings. Data from Harness-Bench, Epoch AI and OpenAI's million-line experiment shows the model you pick is not what decides how well your agent performs.