What’s new. What matters. What do you think?
Gemini 3.8 Live adds a production audio model and an extended-thinking variant. Here are the migration changes, state signals, limits and prices.
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Open the full discussionAWS published an eight-step model customization spectrum. This vendor-neutral guide maps knowledge, behavior, latency and cost failures to the right step.
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Abnormal AI describes a three-tier email security pipeline where only the hardest cases reach code-executing agents in ephemeral sandboxes.
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NVIDIA says its JAX MoE training stack lifted DeepSeek-V3 from 103 to 1,068 TFLOPS per GPU on GB200. Here is what changed and how to reproduce it.
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AWS AgentCore OAuth consent now manages browser authorization and session binding for user-authorized tools. The callback map still demands careful setup.
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GitHub Copilot Auto can now optimize each prompt for efficiency, balance or intelligence. Here is how to test cost per accepted coding task.
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Cohere North Small Translate activates 25B of 218B parameters across 50 languages, with gated non-commercial weights and a high-end GPU floor.
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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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AWS 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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