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release · Hacker News · 2건Korean coverage · GeekNews
DeepSeek Harness
DeepSeek launched DeepSeek Harness, an open-source tool supporting everyday work, coding, research and background tasks, as a global public preview. It is built on Cordis's "everything is a plugin" architecture, so plugins can be combined to extend the agent's tools, skills and interfaces.
Because tools, skills and interfaces are all plugins, developers choosing or building an agent harness get another open-source extension design to compare against.
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release · OpenAI
A model guide for the GPT-6 family
OpenAI released a model guide for the GPT-6 family. It covers how startups can choose GPT-6 models, tune reasoning effort, improve prompts and skills, coordinate tools, and prepare workflows for production.
Model tier and reasoning effort settings in the GPT-6 family drive both output quality and cost and latency, so you can audit per-workflow settings against this guide before going to production.
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policy · TechCrunch AI · 2건
Apple says it’s tightening macOS ‘Full Disk Access’ controls due to new risks from AI agents
Apple says it will add new controls around macOS's Full Disk Access, warning that increasingly capable AI agents make broad access to users' files, messages, mail and browsing history riskier. Apple says users who genuinely want to grant this access should only be able to do so with "very explicit user action," weeks after Inc's Jason Aten reported that Meta's Muse AI knew the contents of his messages, which Meta disputes.
Developers building Mac agent tools that rely on Full Disk Access should expect a stricter permission flow and rethink their onboarding and the scope of access they request.
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research · Hacker News
Context Language Models
A post titled "Context Language Models" appeared on Hacker News. No further details beyond the title are available.
With no body text, its effect on tool choice or cost can't be judged, so developers should read the original to see whether it bears on how they design context handling.
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release · Hugging Face
Open-sourcing AstaBrief, the fast report-generation model in Asta
Hugging Face announced the open-sourcing of AstaBrief, the report-generation model in Asta. The model handles fast report generation within Asta.
Developers building report-generation pipelines can now download AstaBrief and weigh self-hosting it against paying for an external API.
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research · Google Research
Toward provably private learning from federated data
Google Research published a post titled "Toward provably private learning from federated data." The title points to training on federated data while giving privacy guarantees that can be proven.
Teams training on federated, on-device data can use this to check whether their pipeline's privacy guarantees can be made provable in their risk review.