What’s new. What matters. What do you think?
AWS PII detector is an open-source, prompt-configured system tested on 49,365 records. Its reported scores show why one detector is not enough.
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Open the full discussionAWS Agent Evaluation Metric scores responses and tool calls turn by turn, separating the first root failure from downstream cascading errors.
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Google autofinetune lets an AI agent change post-training code, run TPU experiments, keep improvements and revert regressions inside human-set limits.
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Perplexity says GPT-6 Astra changes software and monitors production with fewer check-ins. The real test is approval, rollback and accepted outcomes.
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Google Agent Platform sandboxes are now GA with Computer Use, Shell, VPC controls, customer-managed keys and resumable filesystem state.
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Anthropic says a Claude influence network used 70 fake news sites, 70 X accounts and 250-plus commenters, but reported no breakout beyond itself.
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Anthropic will give an Accenture-led team employee-like access for frontier model evaluation. The $2 billion plan still lacks shared standards.
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Databricks AI Search can now show which retrieved chunks supported each generated answer. The beta improves review, but citations still need verification.
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NVIDIA reports 1,997 output tokens per second for Nemotron 3 Ultra NIM on four B200 GPUs. We reconstruct the exact benchmark conditions.
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Databricks Genie Agents will soon use only explicitly attached data sources. Teams need to find tables and functions referenced only in instructions.
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Fireworks AI will retire seven older serverless model routes on September 25, 2026. Here is the exact migration map and test plan.
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GitHub Copilot code review can run builds, tests and targeted scripts, while Lite reviews now combine an ensemble of agents.
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