Launch HN: Discovered Materials (YC P26) – AI agents to discover new materials
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Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
Researchers introduce Mechanist, an agentic system that uses AI as a scientific instrument to autonomously discover the mechanisms underlying intelligence and mitigate risks in AI systems. The system addresses the growin…
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Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control
LLM-agent services repeatedly execute small deterministic transitions between model and tool calls: route an outcome, update state, and emit the next effect. We ask when this control path exposes enou
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From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection
Here's a thinking process: 1. **Analyze User Input:** - **Role:** Technical news summarizer - **Task:** Condense provided news into a brief HTML summary - **Input:** A news title, source, URL, author, date, and descripti…
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ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents
This paper introduces ToolHazard, a scalable adversarial environment synthesis framework designed to evaluate the security and alignment of LLM-based agents integrated with external tools. Unlike prior approaches that re…
→ View original sourceunslothai /unsloth
Unsloth provides a local UI for running and training large language models (LLMs) and diffusion models, supporting frameworks like Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, and FLUX. It enables users to fine-tu…
→ View original sourceDeepSeek V4 Pro 0813
DeepSeek has released the V4 Pro 0813 model, now available via OpenRouter. This update provides access to the latest iteration of the DeepSeek V4 Pro series for developers and users. Read original
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Prompt Engineering is Dead. “Context Engineering” is the Real Skill You Need
The article argues that traditional prompt engineering is becoming obsolete as AI models grow more sophisticated, shifting focus toward "context engineering" — the strategic design and management of input context to guid…
→ View original sourcehuggingface /transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
→ View original sourceholaboss-ai /holaOS
holaOS is an open-source, all-in-one AI agent workspace designed to run various agents, such as Claude Code and Codex, across diverse tools and files. It features over 100 integrations including Model Context Protocol (M…
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Installing Taste: Four of Today’s Seven Fastest Rising Claude Code Skill Searches Are Design Skills
A recent analysis of rising Claude Code skill searches reveals that four of the seven fastest-growing skills are related to design. This trend highlights the increasing demand for design capabilities in AI-driven code en…
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