#open-source intelligence
1018 related articles
·3 min
Open-Source LLM Surge: K3 and V4 Drop Together as the Marginal Cost of Intelligence Approaches Zero
Kimi K3, DeepSeek V4, Liquid, and Mistral are all dropping at once. MXFP4 quantization and MoE architecture are pushing the marginal cost of intelligence toward zero. Here's what it means.
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·2 min
Compass: A Local-First Code Graph Tool Built with Rust
Deep dive into Compass, an open-source local-first code graph tool built in Rust, providing structured code understanding for human developers and AI agents.
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·3 min
From π0 to Practice: An Advanced Project Roadmap for VLA Learners
After running π0.5 inference, what's next? A complete roadmap for VLA learners covering OpenPI fine-tuning, flow matching experiments, sim transfer & real robot deployment.
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·3 min
For Anxious ML Newcomers: How to Escape the Comparison Trap
Facing ML's rapid iteration and social media's survivorship bias, many newcomers fall into self-doubt. This article offers practical advice for escaping the comparison trap and rebuilding self-efficacy.
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·3 min
Poolside Desktop Assistant 1.4.0 Update: Subagent Collaboration and Local Model Speed Boost
Poolside Desktop Assistant 1.4.0 adds native steering, task queuing, plan mode, and subagent collaboration, plus major local model inference speed improvements with deep Claude and Codex integration.
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·3 min
Running a Small Language Model on an $8 Chip: Pushing the ESP32-S3 to Its Limits
Exploring training and running a small language model (SLM) on an ESP32-S3 microcontroller costing just $8. Learn about model design under extreme hardware constraints, quantization strategies, and edge AI's potential.
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·3 min
Reactive Game AI in Practice: Implementing Atari Breakout from Scratch with Deep Reinforcement Learning
A detailed guide to implementing reactive game AI for Atari Breakout using deep reinforcement learning, covering DQN architecture, frame stacking, CNN feature extraction, and training strategies.
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·3 min
Maple-Preview: 20B Ternary MoE Model Achieves 120 tok/s On-Device Inference on iPhone
Maple-Preview achieves 120 tok/s inference of a 20B ternary MoE model on iPhone. We analyze ternary quantization, MoE sparse activation, and on-device inference challenges.
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·3 min
AI Powers Over Half of African Cybercrime: An In-Depth Warning from Interpol
Interpol reports AI now powers over half of Africa's cybercrime, with deepfakes and phishing surging. Analysis of AI as a crime accelerator, Africa's unique challenges, and global response strategies.
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·3 min
Atlaso: Giving All Your AI Tools One Shared Memory, Ending Repetitive Explanations
Atlaso is a cross-AI memory layer that lets Claude Code, Cursor, Codex, and ChatGPT share one unified context, eliminating repetitive explanations for developers.
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·3 min
Glasp MCP Connector: Let AI Directly Access Your Knowledge Base
Glasp MCP Connector links your personal highlights to Claude and ChatGPT via MCP protocol for natural language knowledge retrieval. Learn about its features, privacy design, and the MCP ecosystem trend.
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·2 min
Finyuus: A Deep Dive into the Code-First AI Workflow Governance Language
Deep dive into Finyuus, an open-source code-first AI workflow governance language built on Temporal with agent orchestration, Guards, human approvals, and Langfuse observability.
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·3 min
The 5-Layer AI Tech Stack Explained: A Complete Industry Chain from Energy to Applications
Deep dive into the 5-layer AI tech stack: Energy, Chips, Infrastructure, Models, and Applications. Understand the key players, competitive landscape, and value distribution logic across the AI industry chain.
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·3 min
Tailwind CSS Deep Dive: How Atomic CSS Is Reshaping Frontend Development
Deep dive into Tailwind CSS's utility-first philosophy, core advantages, and practical strategies. Learn how this atomic CSS framework boosts dev efficiency with smaller production bundles and customizable design systems.
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·3 min
GrowthBook 5.0: Deep Dive into the AI-Native All-in-One A/B Experimentation & Growth Platform
GrowthBook 5.0 unifies feature flags, A/B experimentation, and product analytics into an AI-native, warehouse-native platform. Deep dive into its AI Visual Editor, Agent Skills ecosystem, and value for growth teams.
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·2 min
Cursor's Unlimited Auto Plan Is Ending: How Developers Burning 300M Tokens/Month Can Control Costs
Cursor's Unlimited Auto plan is ending. Learn how developers consuming 300M+ tokens/month can control AI coding costs with optimized workflows and hybrid tool strategies.
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·2 min
compound-engineering-plugin: A Unified Plugin Layer for Cross-AI Coding Tool Collaboration
Deep dive into compound-engineering-plugin: how it enables Claude Code, Codex, Cursor and other AI coding tools to collaborate under unified standards, achieving compound accumulation of engineering knowledge.
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·2 min
$100 Million Deal: AI Gives 50,000 Ukrainian Kamikaze Drones Autonomous Target Lock
A U.S. company struck a $100M deal with Ukraine to deploy AI visual lock-on capabilities on 50,000 cheap kamikaze drones, enabling terminal autonomous guidance to defeat electronic warfare jamming.
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·3 min
$23 DIY Teleoperation Leader Arm: A Low-Cost Solution Using AS5600 Encoders Instead of Servos
A detailed guide to a $23.5 DIY teleoperation leader arm using AS5600 magnetic encoders instead of expensive servos, with ESP32 and TCA9548A for 6-DOF joint angle reading in LeRobot-compatible setups.
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·3 min
Gemini Spark Connects to Chrome Auto-Browse: An AI Agent That Runs Errands for You
Google's Gemini Spark now invokes Chrome's auto-browse to handle multi-step tasks like booking apartments and flights, evolving from chatbot to true AI agent.
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