Articles
In-depth research, comprehensive guides, and long-form thoughts on modern technology.
Does DiffusionGemma do Latent Reasoning?
A detailed analysis of Google DeepMind's DiffusionGemma. Researchers investigate whether the model uses its vector-valued state for opaque 'latent reasoning' or if it remains interpretable.
Debate Training Reduces Reward Hacking in RLAIF
New research shows that training AI with debate—where two models argue with each other—can reduce reward hacking in reinforcement learning from AI feedback (RLAIF).
How to Build a Robust RAG System with Minimal Resources
A practical guide to building a retrieval-augmented generation (RAG) system that runs entirely on a standard laptop without cloud infrastructure or paid APIs.
Integrating Agentic AI with Existing Machine Learning Pipelines
A practical guide to integrating agentic AI systems with existing machine learning pipelines. Learn how to build hybrid workflows that combine classical ML with LLM-powered reasoning.
Spec-Driven Development with Claude Code: Writing Bulletproof Specs
A guide to spec-driven development with Claude Code. Learn how to write bulletproof specifications that guide AI agents to produce accurate, predictable, and high-quality code.
How to Use Kimi K3: Moonshot AI's 2.8T Open-Weight Model
A comprehensive guide to Moonshot AI's Kimi K3, a 2.8 trillion parameter open-weight model. Learn about its architecture, how to access it, and best practices for deployment.
Build an End-to-End Data Science Project with Grok Build and Grok 4.6
A step-by-step guide to using Grok Build and Grok 4.6 to create a complete data science project, from data generation to API deployment, using just four prompts.
How to Leverage Local Small Language Models for Your Projects
A practical guide to using small, local language models (SLMs) for projects. Learn about quantization, routing, and how to balance performance, privacy, and cost.
10 Positions for Enterprise RAG That Mainstream Tutorials Get Wrong
A manifesto-style article arguing that mainstream RAG tutorials are fundamentally flawed for enterprise use. It presents 10 alternative positions for building robust, production-grade systems.
Put Your Own Logic Inside the Codex Agentic Loop with Hooks
A comprehensive guide to using Codex hooks. Learn how to inject custom scripts into the agentic loop to automate logging, security scanning, and validation workflows.
Which Agent Causes Task Failures? PSU and Duke's Automated Failure Attribution
Researchers from PSU and Duke have introduced a new research area: automated failure attribution for LLM multi-agent systems, aiming to identify exactly which agent caused a task to fail.
AGI Is Not Multimodal
This essay argues that multimodal approaches to AGI will fail, and that embodiment and interaction with the environment should be treated as primary.