Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic.
Why it matters: The post details Haiku 5.5's effort controls and subagent role, useful for judging cost and routing tradeoffs.
At a Microsoft event in San Francisco, NVIDIA and Microsoft announced RTX Spark.
Why it matters: NVIDIA and Microsoft lay out the hardware and OS primitives for running agents locally on Windows, with preorder timing and specs.
GitHub built a fine-tuned ModernBERT classifier with Microsoft Applied Sciences that assesses candidate secrets in context in under two milliseconds.
Why it matters: GitHub's nine quarters of push data and the latency budget behind its new secret classifier show how prevention is being moved into the push path.
Microsoft Research Asia open-sourced Agent Lightning v1.0, a roughly 3.
Why it matters: The original gives the framework's design choices and a measured SWE-bench gain, so readers can judge whether to reuse their existing harness for RL.
GitHub released ReviewBench, an open offline benchmark for AI code review agents.
Why it matters: GitHub's own numbers show how an offline code-review benchmark tracked a production A/B test, useful for teams weighing offline signals.
Microsoft and Hugging Face released ThinkingBox, an agent benchmark that grades terminal backend state and side effects rather than final responses or tool-call validity.
Why it matters: The paper's 20-run repeat metric and failure breakdown show why a clean tool-call trace can still leave the wrong database state.
Microsoft Research introduced Quine, a research effort combining a multimodal world model of biology with a harness that connects models.
Why it matters: The original gives the system's design and a concrete wet-lab validation, so readers can judge how a multimodal world model fits into real experimental loops.
Microsoft Research published a systematic study of mobile robotic manipulation workloads showing that running physical AI inference only on onboard GPUs limits robot performance.
Why it matters: The measurement study quantifies how onboard GPU limits hurt task success and battery life, and what offloading changes.