Preprint: Restricted-Visibility AI Societies Outperformed Their Globally Visible Twins
A preprint compares restricted and global evidence visibility in four-cell language-model societies, finding a large held-out accuracy gap with important limits.
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A focused stream of recent stories from the sources curated for this community. Latest: Preprint: Restricted-Visibility AI Societies Outperformed Their Globally Visible Twins, Preprint reports near-verbatim recovery of hidden AI reasoning through tool calls, and Correlated Catalysts Do Not Remove All Entanglement Limits, Preprint Reports. Page 66.
A preprint compares restricted and global evidence visibility in four-cell language-model societies, finding a large held-out accuracy gap with important limits.
A preprint reports that EchoCoT recovered hidden AI reasoning through tool calls, with strong results on accessible models but indirect evidence for proprietary ones
A mathematical preprint finds that correlated catalysts do not remove all irreversibility in PPT entanglement theory, with a strict rate gap for the explicit state ρ
A preprint proposes nested MZ sampling for near-tight framelet transforms on manifolds, with theoretical bounds and sphere and torus reconstruction tests.
A preprint models velocity-index modulation for movable antennas, comparing angle-aware and AoD-free receivers while exposing severe speed and offset limits.
12 best Cursor alternatives for web development with AI Hostinger
Topics: IDEs
Claude Code Just Changed Forever (6 NEW Rules By Anthropic Engineers) Moderna Stock (AMc25UXYbe) Mshale
Topics: Code Assistants
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A preprint evaluates a machine-learning system that estimates solar-flare peak X-ray flux from real-time GOES observations, with larger errors for X-class flares.
Article URL: https://alexkras.com/focus-is-the-main-feature-why-i-miss-the-old-claude-code/ Comments URL: https://news.ycombinator.com/item?id=49444863 Points: 38 # Comments: 23
Topics: Code Assistants
Entities: Code AssistantsClaudeClaude Code
A preprint reports different critical exponents in the Dicke model with and without dissipation, plus finite-size and ramp-speed crossover scaling.
A preprint reports that V-REX, a specialist veterinary X-ray model, matched a larger fine-tuned PaliGemma model in some report-generation comparisons on proprietaryデ
Why most agents are just flowcharts in disguise, and what to build instead.
Topics: Developer Automation
Entities: Developer Automation
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