Nanogate – 530 ns runtime governance gate for AI agents (Rust)
submitted by /u/Logical_Crow208 [link] [comments]
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Domain-Specific AI Should Focus on Workflows Rather Than Modeling
Having worked on AI for health in the past few years, contributing to Med-Gemini and AMIE, I have witnessed a quite significant shift in the type of research that is required. Typically, domain-specific AI research such as AI for health needed a few years to adopt state-of-the-art models. Of course there are some notable exceptions where adoption happened in the reverse direction, such as U-Net. But usually, modeling research resulting in new architectures or methods was primarily done […]
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Los errores de ChatGPT ya no son una anécdota
La investigación abierta por una coalición de fiscales generales de cuarenta y dos estados norteamericanos contra OpenAI no debería sorprender a nadie. Lo sorprendente es que haya tardado tanto. Durante años hemos hablado de los problemas de ChatGPT como si fueran anécdotas: respuestas inventadas, citas inexistentes, recomendaciones absurdas o conversaciones que terminan derivando hacia conclusiones extrañas. Pero cuando esas supuestas anécdotas afectan a cientos de millones de usuarios, dejan de ser anécdotas para convertirse en un problema de […]
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I calculated a multi-agent prompt attention matrix by hand to see how much data gets lost in the middle… the math is terrifying.
submitted by /u/ParsleyMaximum1702 [link] [comments]
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AI Agents from First Principles: Tracing a ReAct Loop by Hand
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Multi-Agent State Conflict Alignment and Context Window Optimization—Solved by Hand From First Principles (No Wrapper Frameworks)
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As Anthropic suspends access to new models, India debates its AI future
Tech leaders debate whether the Anthropic episode is a wake-up call for India’s AI ambitions.
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The Verifier Tax: Horizon-Dependent Safety–Success Tradeoffs in Tool-Using LLM Agents [R]
We recently presented a paper at ACM CAIS 2026 on safety evaluation for tool-using LLM agents. The core issue is that task completion alone can be misleading: an agent may complete a task while violating a safety or policy constraint. We separate outcomes into safe success, unsafe success, and failure, and study how verification changes this tradeoff. We evaluate this using τ-bench / Tau-bench tool-use scenarios and propose a two-tier verification architecture: deterministic policy/tool checks first, followed by […]
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213 Blog Posts To Learn About Remote Working
Let’s learn about Remote Working via these 213 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology. Welcome to working from home! The place where the hours you work are entirely made up and your pants don’t matter. 1. How to Stop Your Office Chair from Constantly Sinking, Much Like This Year Have you been pondering lately, “Why does my […]
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Meta reportedly moves to unwind $2B Manus deal after Beijing’s demand
Meta starts dismantling its $2 billion Manus acquisition after Beijing ordered the deal reversed.
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