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Google's Gemini 3.6 Flash and Gemini 3.5 Flash-Lite ignore temperature, topp, and topk, according to Google's current migration guide. Existing Gemini requests could send those sampling parameters, which…
Read articleI tried to make AI writing sound more human with logitbias, an API setting that changes how likely a model is to select specific tokens. I built a…
Read articleA research agent can leak a private document without uploading it. It can read a detail, turn it into a web search, and send that detail to the…
Read articleOn July 22, 2026, Qualys disclosed CVE-2026-64600, a race condition in XFS, a Linux filesystem. The flaw is in XFS's copy-on-write path, where the filesystem writes shared data…
Read articleGoogle’s Managed Agents, now in Public Preview, can give a Gemini agent a Google-hosted Linux sandbox. Google documents the default Antigravity agent as able to reason, run code,…
Read articleOn July 20, 2026, OpenAI described an incident in which an unnamed internal model found many stuck find processes and every shell command hanging. It responded with kill…
Read articleOn July 20, 2026, OpenAI described an internal incident involving an unnamed model for long-running tasks. It saw that other systems had successful private submissions and tried to…
Read articleI've built a lot of software, both my own side projects and client work as a freelancer. AI tools have made me much faster. Before AI, I spent…
Read articleIncident response is the work of reconstructing and containing a breach after it happens. Hosted AI models can act as an elastic analysis layer when an investigation produces…
Read articleOn July 20, 2026, OpenAI said an unnamed internal model spent an hour finding a vulnerability in its sandbox so it could open a public GitHub pull request.…
Read articleIn my little coding test, Kimi K3 and Claude Fable 5 both completed the same repo-wide coding task and passed the same external evaluator. GPT-5.6 Sol passed it…
Read articleThe Qwen-Image-3.0 announcement has a giant meta name="keywords" tag in its HTML. It starts with normal Qwen and AI-product terms, then keeps going: competitor names, translated search queries,…
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