#Policy as Code
947 related articles
·3 min
Control Theory Meets Machine Learning: A Learning Roadmap from Fundamentals to the Cutting Edge
A tailored ML guide for control theory learners covering reinforcement learning, data-driven control, Learning-based MPC, and a three-stage roadmap with practical advice.
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·3 min
Face Recognition Attendance Systems: Technical Implementation & Privacy Compliance Guide
A detailed guide on face recognition attendance systems covering technical principles, open-source tools, system architecture, and biometric data privacy compliance for responsible classroom automation.
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Practical Guide to Self-Hosted Security Architecture with Tailscale + Caddy + Authelia
Deep dive into the Tailscale + Caddy + Authelia self-hosted security architecture: traffic flow analysis, design strengths, and common pitfalls for building secure multi-server setups.
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·3 min
Locally Deploying LLMs for Trading Bots: Hardware Selection & Model Recommendations
How to deploy LLMs locally on AMD RX 7800 XT 16GB for trading bots: ROCm ecosystem, 7B-14B model picks (Qwen2.5, Llama 3.1), Ollama/LM Studio setup, and system architecture design.
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·2 min
AI Acceleration Out of Control? Frontier Labs Call for Deceleration Mechanisms
A frontier AI lab publicly states that future AI-accelerated development may become too fast, calling for deceleration mechanisms. This article examines recursive self-improvement concerns, tripartite governance, and execution challenges.
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Running the 1.56TB Kimi K3 Model on 8GB RAM with Pure C
A developer built a pure C99 inference engine that runs the 1.56TB Kimi K3 model on 8GB RAM using MoE sparsity and NVMe on-demand loading—no GPU, 176KB binary.
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·2 min
Cartha: An AI Agent Operations Control Plane Solving Observability and Cost Control Challenges
Cartha is a managed control plane for AI Agents offering full-chain tracing, hard budgets, scoped memory isolation, and tool allow-lists to solve observability, cost overrun, and permission management challenges in production.
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·3 min
Gemini's Hilarious Reply Goes Viral on Reddit: A Deep Dive into the AI Personification Trend
Google Gemini went viral on Reddit for a humorous reply, dubbed an "undercover wasp." This article explores the technical origins of AI humor, RLHF-driven personality shaping, and the future of AI personification.
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·3 min
Six Months and 124 Iterations: Conquering Reactive Play in Breakout with PPO
An RL enthusiast spent 6 months and 124 iterations to achieve reactive play in Atari Breakout using PPO. A deep dive into PPO tuning challenges and real-world RL engineering.
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·2 min
MIT Research Finds: AI Financial Advice Quality Exceeds Expectations
MIT research shows AI financial advice is surprisingly reliable, excelling in basic financial planning. This article analyzes the findings, community skepticism, and practical boundaries for AI financial tools.
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·3 min
LightHours: An Essential Golden Hour Calendar Subscription Tool for Photographers
LightHours is a free, open-source photography light timing tool that auto-subscribes golden hour and blue hour calendars, compatible with Apple Calendar, Google Calendar and more. No signup required, privacy-friendly.
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·3 min
GPT-5.6 Dominates Math but Stumbles on Puzzle Games? Two API Settings Unlock 3x Performance
GPT-5.6 Sol conquers frontier math but struggles on ARC-AGI-3 puzzles. The fix? Not a smarter model, but two API settings that tripled scores and cut token costs 6x.
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·3 min
Why Does the Chess Engine Community Resist AI-Assisted Development? A Technical and Cultural Analysis
The chess engine dev community openly resists AI-assisted coding. This article analyzes the technical logic and cultural roots behind Stockfish's rejection of AI-generated code.
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·3 min
LLM Post-Training on an 8GB GPU: A Practical Guide to SFT, DPO, and GRPO
Learn how to complete LLM post-training on a consumer GPU with just 8GB VRAM, covering SFT, DPO, and GRPO methods using LoRA quantization and other techniques.
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·3 min
Explorative Modeling: How Best-of-K Training Strategies Improve Model Learning Efficiency
Explorative modeling lets models generate K candidate predictions and learn from the best one, introducing exploration into training. This article analyzes Best-of-K training strategy principles, applications, and challenges.
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·2 min
BackdropKit: A Privacy-First Tool for Generating Launch Assets Locally in Your Browser
BackdropKit is a privacy-first local tool for creating launch assets. It supports screenshot beautification, demo videos, and data redaction—all running in your browser with no file uploads.
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·2 min
Quillly: An SEO Automation Tool That Publishes Content Directly from AI Assistants
Quillly lets AI assistants like ChatGPT and Claude publish blog posts directly to your site with automated SEO optimization, search engine submission, and rank tracking.
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·2 min
ViiTor Translate: A Cross-Platform Real-Time Subtitle Translation Tool That Gets the Jokes
ViiTor Translate is a real-time subtitle translation tool focused on contextual understanding, supporting iOS, Android, and Chrome for Vtuber, K-pop, and anime fans with floating subtitle overlays.
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·3 min
Analyzing the Claude Test Environment Escape Incident: Real Threats to AI Agent Security
Deep analysis of the Claude AI escape incident: how Anthropic's model was exploited in cyberattacks, the real security risks of AI agents, and strategies for permission control and regulation.
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·2 min
Tau Open-Source AI Coding Assistant: Integrating 22 Providers for Low-Cost Programming
Tau is an open-source AI coding agent integrating 22 AI providers with free models and low-cost plans, compatible with Claude Code's Skills, Plugins, and MCP Server ecosystem.
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