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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> Fission-AI /</span> OpenSpec

OpenSpec: spec-driven development framework for AI coding assistants. Structured approach to generate code from formal specifications.

Code generation AI Agents Open source

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GitHub Trending·3d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> langgenius /</span> dify

Dify is a production-ready platform for agentic workflow development. It enables creation and deployment of complex AI agents through a visual interface.

AI Agents Tools Open source

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GitHub Trending·3d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> NginxProxyManager /</span> nginx-proxy-manager

Nginx Proxy Manager: Docker container for managing Nginx proxy hosts through a simple, powerful interface. Open-source infrastructure tool for centralized proxy configuration management.

Infrastructure Open source Tools

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GitHub Trending·3d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> mvanhorn /</span> last30days-skill

AI agent that researches any topic across Reddit, X, YouTube, Hacker News, Polymarket, and the web, then synthesizes a grounded summary from multiple sources.

AI Agents RAG Tools

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GitHub Trending·3d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> JuliusBrussee /</span> caveman

Caveman is a Claude Code skill that reduces token consumption by 65% using minimalist language style. The project leverages models' ability to understand ultra-condensed instructions.

Claude Code Prompt engineering Tools

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Reddit r/LocalLLaMA·4d ago

Jetson AGX Orin 64GB: q8_0 good, q6_k bad

On Jetson AGX Orin 64GB, q8_0 quantization delivers 20% faster prefill than q6_k and 10% faster than q4_k_xl. Tested with Qwen 3.6-27B-MTP-GGUF on recent llama.cpp: q8_0 reaches 245 tokens/s vs 190 for q6_k. EMC not saturated, suggesting CUDA optimization issue rather than memory bandwidth constraint.

Qwen Benchmarks Infrastructure

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Reddit r/MachineLearning·4d ago

Modular data center construction at $4.5-6.5M/MW vs $11.3M traditional -- when does the timeline math actually change? [D]

Turner and Townsend benchmarks traditional data centers at $11.3M/MW versus $4.5-6.5M/MW for factory-built modular configurations. Key advantage: 90-120 day deployment timeline versus 18-24 months, reducing revenue gap by 12-18 months on $50M projects. Module joint failures under high-density load are manageable with ISO 668 specs and liquid cooling for racks above 50kW.

Infrastructure Benchmarks

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Latent Space·4d ago

[AINews] Reve 2 and Ideogram 4: Layouts in Imagegen

Reve 2 and Ideogram 4 introduce layout capabilities in image generation. Two major updates for spatial control and composition in visual creation tools.

Image generation

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Reddit r/LocalLLaMA·4d ago

The first Gemma 4 12B finetunes are ready

First Gemma 4 12B finetunes are now available on Hugging Face. Multiple GGUF variants and uncensored versions are already circulating in the open-source community.

Gemini Fine-tuning Open source

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Hacker News (AI)·4d ago

I built a vulnerable app and spent $1,500 seeing if LLMs could hack it

A developer built a deliberately vulnerable app and spent $1,500 testing whether LLMs could exploit it. Hands-on experiment on AI models' offensive security capabilities.

AI safety Benchmarks AI Agents

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OpenAI Blog·4d ago

Biodefense in the Intelligence Age

OpenAI releases an action plan to strengthen biological resilience against AI-related risks. The document addresses defenses against biological threats amplified by advanced AI model capabilities.

OpenAI AI safety Regulation

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Reddit r/LocalLLaMA·4d ago

Trump signs narrower executive order on AI oversight after industry objections

Trump signs narrower executive order on AI oversight following industry objections. Powerful US open-weight models would require presidential approval and 30-day review before release.

Regulation Open source

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Hacker News (AI)·4d ago

Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)

Mnemo is a local-first AI memory layer built in Rust with SQLite and petgraph. Compatible with any LLM, it provides context persistence without cloud dependency.

Open source Tools RAG

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Reddit r/LocalLLaMA·4d ago

gemma-4-12b-it vs Qwen3.5-9B on shared benchmarks: Qwen is overall winner beating gemma in 5/8 benchmarks despite a smaller footprint

Benchmark comparison Gemma-4-12B vs Qwen3.5-9B: Qwen wins 5/8 tests despite smaller footprint, lighter KV cache. Gemma-4 slightly better at coding, but Omnicoder-9B (Qwen3.5-9B coding fine-tune) offers competitive alternative.

Qwen Benchmarks Code generation

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Latent Space·4d ago

🔬Scaling Past Informal AI - Carina Hong, Axiom Math

Carina Hong (Axiom Math) discusses scaling past informal AI through verified generation and compounding intelligence. Focus on mechanisms enabling AI systems to produce reliable outputs and accumulate cognitive capabilities.

Reasoning Evals Benchmarks

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Hacker News (AI)·4d ago

Why Kernel-Level eBPF Is Replacing User-Space Agents for Security Observability

Security tools are shifting from user-space agents to kernel-level eBPF for observability. eBPF provides direct visibility into system calls without performance overhead, replacing agent-based approaches.

Infrastructure AI safety

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Reddit r/MachineLearning·4d ago

Analysis of AlphaZero training data [D]

Analysis of AlphaZero training on 6x6 Othello. Author reports within-generation improvement but stagnation against benchmarks (win rate <10% vs greedy agent). Value loss does not decrease; normalized entropy of prediction targets collapses early, suggesting overfitting or exploration issues.

Reinforcement learning Benchmarks Evals

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Reddit r/LocalLLaMA·4d ago

Introducing Gemma 4 12B: a unified, encoder-free multimodal model

Google announces Gemma 4 12B, a unified multimodal model without separate encoder. The model processes text, image, and audio in a single architecture, optimized for local device inference.

Gemini Vision Voice

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GitHub Trending·4d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> opendataloader-project /</span> opendataloader-pdf

OpenDataLoader-PDF is an open-source PDF parser designed to extract data in AI-ready format. Automates PDF accessibility for machine learning workflows.

Open source Tools RAG

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GitHub Trending·4d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> NVIDIA-NeMo /</span> Gym

NVIDIA-NeMo/Gym is a framework to evaluate and improve models and agents within controlled environments. Open-source tool designed for benchmarking and performance testing.

Open source Evals AI Agents

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GitHub Trending·4d ago

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> datawhalechina /</span> hello-agents

Chinese open-source tutorial on building AI agents from scratch. Covers fundamental principles and practical implementation of multi-agent systems.

AI Agents Multi-agent Open source

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Reddit r/LocalLLaMA·4d ago

Ideogram 4 is open source! (top ranked on DesignArena)

Ideogram 4, an image generation model, has been released as open source. It ranks first on DesignArena benchmark for visual quality and prompt adherence.

Image generation Open source Benchmarks

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Reddit r/LocalLLaMA·4d ago

ui: Mermaid Diagrams in chat + interactive preview by allozaur · Pull Request #24032 · ggml-org/llama.cpp

Pull request for llama.cpp adding Mermaid diagram support in chat UI with interactive preview. Feature enables visual diagram generation directly within conversations.

Open source Tools Code generation

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Hacker News (AI)·4d ago

Uber's $1,500/Month AI Limit Is a Useful Signal for AI Tool Pricing

Uber caps AI tool usage at $1,500/month per employee. This decision reveals actual enterprise AI integration costs and signals realistic pricing for AI tools.

Business

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OpenAI Blog·4d ago

How Wasmer used Codex to build a Node.js runtime for the edge

Wasmer used Codex and GPT-5.5 to build an edge Node.js runtime, accelerating development 10x to 20x and shipping in weeks instead of months.

OpenAI Code generation Business

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Le Big Data·4d ago

Snowflake lance Horizon Catalog pour sécuriser l’IA générative en entreprise

Snowflake launches Horizon Catalog, a solution designed to secure generative AI deployment in enterprises by addressing key adoption barriers.

Business AI safety

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OpenAI Blog·4d ago

OpenAI public policy agenda

OpenAI publishes its public policy agenda for AI covering safety, youth protection, workforce transition, and global standards to ensure AI benefits society.

AI safety Regulation

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Le Big Data·4d ago

Meta traque les moindres gestes de ses employés pour nourrir son IA : ils ont dit stop

Meta adjusts its MCI (Model Capability Initiative) following internal employee criticism. The company strengthens protections regarding employee gesture tracking used to train its AI models.

Meta AI AI safety Business

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Hacker News (AI)·5d ago

Publishers in UK can opt out of Google AI search results

UK publishers can now opt out of having their content appear in Google's AI search results. This option adds to existing content control mechanisms.

DeepMind Regulation

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Latent Space·5d ago

[AINews] Microsoft Build: MAI-Thinking-1 and MAI Family models

Microsoft announces MAI-Thinking-1 and MAI family models at Build conference. New models with technical specifications detailed.

OpenAI Reasoning Benchmarks

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arXiv cs.AI·5d ago

An Exploration of Collision-based Enemy Morphology Generation

Study of three approaches to automatically generate enemy morphologies in video games based on collision data. The tested methods match or outperform an evolutionary baseline adapted from robotics morphology work.

Robotics Papers

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arXiv cs.CL·5d ago

A Locally Deployed RAG-Based Academic Advising System for Course Selection

Locally deployed RAG-based academic advising system to help students select courses while respecting prerequisites. Combines LLM with retrieval from structured syllabus data, preserving data privacy.

RAG Prompt engineering

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arXiv cs.AI·5d ago

Toward a Modular Architecture for Embedded AI Agent Systems at the Edge

Paper proposes modular reference architecture for Embedded Agent Systems on microcontrollers. Decouples On-Device Agents (compressed neural networks, rule-based logic) from Cloud-Augmented Agents (SLMs for reasoning). Includes cross-cutting Governance Layer for observability and safety across distributed device fleets.

AI Agents Multi-agent Reasoning

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Hacker News (AI)·5d ago

Show HN: RePlaya – self-hosted browser session replay with live tailing

RePlaya is an open-source self-hosted browser session replay tool with live tailing capability. Records and replays user interactions without relying on external services.

Open source Tools

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Hacker News (AI)·5d ago

I made a kernel 2.2x faster. It made my training loop 3x slower

A developer optimized a kernel by 2.2x but this made their training loop 3x slower. The post illustrates the common optimization paradox: improving an isolated component can degrade overall performance due to hidden bottlenecks, memory pressure, or latency shifts.

Infrastructure Benchmarks

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Hacker News (AI)·5d ago

Microsoft launches Project Solara, device platform for AI

Microsoft launches Project Solara, a hardware platform dedicated to AI applications. The project aims to provide optimized infrastructure for running AI models in production.

Infrastructure Business

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Reddit r/LocalLLaMA·5d ago

StepFun 3.5 MTP by pwilkin · Pull Request #23274 · ggml-org/llama.cpp

StepFun 3.5 MTP integrated into llama.cpp before Gemma MTP. Pull request #23274 adds support for StepFun model with MTP (Multi-Token Prediction) architecture.

Open source Code generation Infrastructure

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Le Big Data·5d ago

BlueME : Ils ont créé la tech qui permet aux robots de communiquer à 700m sous la mer

Researchers from the University of Florida developed BlueME, an antenna enabling robot communication at 700 meters underwater depth. The technology addresses a major challenge in deep-sea robotic operations.

Robotics

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Reddit r/LocalLLaMA·5d ago

Best Agentic Frameworks in 2026: When to Use LangGraph, CrewAI, LlamaIndex, Pydantic AI, or No Framework

2026 agentic frameworks comparison: LangGraph for stateful workflows, CrewAI for multi-agent prototypes, LlamaIndex for RAG, Pydantic AI for type-safe services. Author recommends skipping frameworks for simple cases and defining job requirements before framework selection.

AI Agents Multi-agent RAG

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Le Big Data·5d ago

Claude Mythos : Anthropic ouvre son IA à 150 nouvelles organisations

Anthropic expands access to Claude Mythos, its cybersecurity AI, to 150 new organizations across multiple countries. The expansion strengthens Anthropic's presence in the information security market.

Claude Anthropic AI safety

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