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I Built a Local AI Firewall and made it Open Source Because Nobody Else Was Goin...
Most AI apps send raw user input straight to OpenAI with zero filtering. I got tired of seeing it and built Sentinel Protocol, an...
dReLU Activation Function: Matching SwiGLU Performance with 90% Sparsity
Explore dReLU, a novel activation function that applies ReLU to both gate and up-projections. Achieve superior sparsity and lower...
Optimizing LLM Inference: Sparse Activation, MoE, and Gated-MLP Efficiency
Explore advanced strategies for efficient LLM inference, including model compression, intrinsic activation sparsity, and Mixture-o...
The AI Agent Infrastructure Problem Nobody's Talking About
Every AI team is running 4-5 disconnected tools to ship agents safely. The failures happen in the gaps between them. The AI agent...
Why AI Agent Reliability Depends More on the Harness Than the Model
The APEX-Agents benchmark tested frontier models on real professional tasks (banking, consulting, law) Models score above 90% on c...
Conceptual Biomarkers - AI Psychiatry - Human Intelligence and DSM-5-TR Nosology
The American Psychiatric Association is exploring adjustments to the next iteration of the DSM. What would indicate progress is no...
Recursive Language Models - Maybe a Newer Era of Prompt Engineering?
Recursive language models are one of the simplest and most useful methods for extracting high-quality outputs from large language...
I Built a Pipeline That Generates Always-Fresh Documentation for Codebases — Her...
An open-source Python pipeline that scans multiple codebases, extracts structured information using LLMs, and generates Markdown d...
MCP Explained: The Protocol That Unblocked Real AI Agent Ecosystems
Agentic AI replaces passive chatbots with goal-driven agents; MCP standardizes tools, enabling safe, scalable human-AI collaborati...
Build a Tool-Backed Market Brief Copilot (Not a Chat Demo)
In a fintech or wealthtech product, people constantly need quick market context. Turn a stock question into a short, repeatable ma...
Would I Use LLMs to Rebuild Twitter's Dynamic Product Ads? Yes and No!
Twitter’s Dynamic Product Ads system was built to match users to products they are most likely to buy. The system used product and...
Agentic Commerce: The Autonomous Future of Retail
The era of the passive ‘recommendation engine’ is over. We are entering the age of Agentic Commerce. AI doesn’t just suggest, but...
