AI News
Meta Opens Muse Spark. Hosting It Takes More.
Muse Spark Open expands model control, while its hardware and license terms make self-hosting a serious operating decision.
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Claude Duet Works in the Background, Then Asks
Claude Duet tests a proactive agent that prepares work in the background and pauses before consequential actions.
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OpenAI Models Are Coming to Google Cloud
Google Cloud customers get a new procurement path for OpenAI models, but the private preview still leaves production questions open.
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Anthropic Puts Independent Evaluators Inside the Lab
Anthropic and Accenture plan to embed independent evaluators inside frontier-model development. Access, funding and release authority will determine whether it works.
AI News
Gemini's Connected Apps Expand the Permission Surface
Gemini now connects to work, creative and lifestyle apps. The product challenge is making every delegated action understandable and recoverable.
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OpenAI Makes Cache Hit Rate a Product Metric for Agents
OpenAI added monitoring and controls for GPT-6 prompt caching. Agent teams now need to manage cache hit rate as a product metric.
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Salesforce Koa Turns Workflow Knowledge Into a Model
Salesforce built Koa by training an open model on synthetic CRM workflows. The moat may be the workflow specification, not the base model.
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Google Wants to Catch Agents That “Succeed” the Wrong Way
Google’s new anomaly detector audits how enterprise agents reason and use tools. Task completion alone is no longer enough.
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OpenAI Turns ChatGPT Ads Into Conversations
OpenAI is testing Sponsored Agents inside ChatGPT ads. PMs should evaluate the full question-to-handoff journey, not just click-through rate.
AI News
NVIDIA's Hugging Face Deal Puts Platform Neutrality on Trial
NVIDIA agreed to acquire Hugging Face for $12.93 billion. Teams should now test whether the platform remains neutral in practice.
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GitHub Turns Code-Quality Backlogs Into Agent Work Queues
GitHub can now hand up to 25 code-quality findings to Copilot. The useful metric is accepted fixes, not findings closed.
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ChatGPT Images 2.5 Turns Generation Into an Editing Workflow
Images 2.5 improves targeted edits, reference fidelity and iteration speed. The product metric should be time to an approved asset.