What’s new. What matters. What do you think?
Google Classroom starts its Guided Learning rollout. A separate Search pilot is limited to selected US schools, with more school controls planned.
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Open the full discussionFireworks adds Nexus Desktop, inference options, and enterprise controls. The Forge releases include launched services and public or private previews.
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VS Code 1.145 expands remote-agent previews and local automations. Several agent features remain previews, and cron schedules do not cover cloud automations.
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Suno now accepts MIDI files in Simple Create with v6-wild. Pro and Premier users can prompt it to preserve notes or develop a musical motif.
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OpenAI plans to acquire Pierre. Trees and Diffs already power parts of Codex, while Code Storage integration depends on a deal that has not closed.
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Apple’s Siri AI preview lets developers expose app actions through App Intents. Customer shipping and App Store submissions remain on a later schedule.
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Cloudflare adds personal-agent traffic views and three access choices. Account-level identity requires its separate early-access protection service.
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OpenAI describes Pando, its internal Git-compatible backend. The design handles parallel branch writes and shared reads while making a consistency tradeoff.
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Anthropic’s FlashProve research ties a model output to committed weights. The proof concerns model identity and computation, not whether an answer is true.
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Ai2 released StateBench to evaluate state tracking across long inputs. Its different task levels separate retrieving a fact from following dependent changes.
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Perplexity describes using Computer across Shopify, Meta and Klaviyo. Teams specify campaign budgets and which publishing actions need review.
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DeepSeek’s new repository shares a proactive coding-agent prototype with authorization rules. Its authors explicitly warn that it is not production-ready software.
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