
Apple prepares to announce a major Siri revamp soon, along with a new dedicated Siri app, according to Bloomberg. > These are preview renders prepared by Bloomberg > A new Siri will likely be released in early September Expectations x100

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Apple prepares to announce a major Siri revamp soon, along with a new dedicated Siri app, according to Bloomberg. > These are preview renders prepared by Bloomberg > A new Siri will likely be released in early September Expectations x100

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Banger paper from Harvard. AutoScientists drops the central planner entirely. Agents interpret shared experimental data, self-organize around promising directions, evaluate proposals before resource allocation, and document successes AND failures. Decentralized AI co-scientists
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You have probably seen this with Claude Code or any long agent run: – it repeats work
– it forgets a decision
– it argues with stale instructions
– it misses the exact file you mentioned earlier
– the API bill keeps climbing That is not random.
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GEM
— AK (@_akhaliq) 28 mai 2026
Generative Supervision Helps Embodied Intelligence pic.twitter.com/IlGPbxkwHS
GEM Generative Supervision Helps Embodied Intelligence

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A GENERAL-PURPOSE AGENT SURPASSED KARPATHY'S AUTORESEARCHER It wasn't designed for research. It simply improved itself until it achieved it The framework behind it is called SIA by Hexo Labs and it's open source → The agent updates its own logic
→ Modifies its own weights

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As agents use more context, input tokens have become the majority of price-equivalent token costs.

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Developers are using agents to write more "mega PRs."

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Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

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ProRL Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation
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MS Office is now powered by Perplexity Computer https://t.co/fIcY5TZ7lT
— Aravind Srinivas (@AravSrinivas) 28 mai 2026
MS Office is now powered by Perplexity Computer