Cohere North Small Translate Has 218B Parameters, but Its Open Weights Are Non-Commercial
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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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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Tools directory
Editorial shortlist from the tools directory, with tools worth opening twice.
From the newsroom
Google Agent Platform sandboxes are now GA with Computer Use, Shell, VPC controls, customer-managed keys and resumable filesystem state.
Open storyThree evergreen guides plus the tools directory: the fastest way into Musthave.AI.