AI Agents - Page 32

How shadow traffic testing (traffic mirroring) works, with doc-sourced Envoy, Istio, NGINX and GoReplay setups, plus comparison, rollback and risks.

Microsoft CEO Satya Nadella's X article says AI models should be treated like insider risks, with controls outside the model and a way to pause it mid-task. What he wrote, and what it doesn't show.

DeepMind's AlphaProof Nexus is in Science. Its authors report 9 of 353 Erdős problems and 44 of 492 OEIS conjectures proved. What that means, and the limits.

SAP made its Commerce Cloud ERP edition generally available at SAP Connect 2026 and announced Quoting and Incentive Compensation assistants. What B2B quoting and lead-to-cash mean, and what Ericsson's human approval step is.

Four AI developer-tool updates from 8–9 October 2026: Harness buys selected Augment Code assets (not the whole company, price undisclosed), Hugging Face's TRL v1.15.0 claims up to 6.9× longer training sequences, Google's Genkit Dart reaches 1.0, and NVIDIA shows its Boro kernel-review tool. What each says, and what it doesn't.

Reuters sources say OpenAI is racing to raise about $30bn before Anthropic's mid-November IPO, at a valuation that could top $1.4tn. Nothing is agreed.

Hugging Face's FineEnvs team has released an open framework that turns unmodified coding-agent harnesses such as Claude Code, Codex and OpenCode into reinforcement-learning environments. In its own tests, one small model scored 62% in one harness and 33% in another. What a harness is, how the training works, and what the results do and do not show.

An NVIDIA tutorial shows OpenAI's Codex coding agent turning a Jetson Orin Nano into a self-starting kiosk that captions a live webcam feed with Google's small Gemma 4 E2B model, running on the device. What the demo shows, what "No Mac required" means, and why local inference matters.

Elon Musk says Grok Bot will use the best back-end model for each task—naming Claude Opus 5.5, MidJourney, Suno and other leading APIs. What he stated, what remains unconfirmed, and why routing details still matter.

GitHub has released ReviewBench, an open benchmark that scores AI code-review agents on 219 real public pull requests. Here is what it measures, and why the fine print matters.