AI
Artificial intelligence, machine learning, and everything LLM
#2065: Why Run One AI When You Can Run Two?
Speculative decoding makes LLMs 2-3x faster with zero quality loss by using a small draft model to guess tokens that a large model verifies in para...
#2064: Why GPT-5 Is Stuck: The Data Wall Explained
The "bigger is better" era of AI is over. Here's why the industry hit a data wall and shifted to a new scaling law.
#2063: That $500M Chatbot Is Just a Base Model
That polite chatbot? It started as a raw, chaotic autocomplete engine costing half a billion dollars to build.
#2062: How Transformers Learn Word Order: From Sine Waves to RoPE
Transformers can’t see word order by default. Here’s how positional encoding fixes that—from sine waves to RoPE and massive context windows.
#2061: How Attention Variants Keep LLMs From Collapsing
Attention is the engine of modern AI, but it’s also a memory hog. Here’s how MQA, GQA, and MLA evolved to fix it.
#2060: The Tokenizer's Hidden Tax on Non-English Text
Why does a simple greeting in Mandarin cost more to process than in English? It's the tokenizer's hidden inefficiency.
#2059: npm Cache and Stale Dependencies in Agentic Pipelines
npx is silently running old versions of your AI tools. Here's why your updates vanish into a cache black hole.
#2057: How Agents Break Through the LLM Output Ceiling
The output window is the new bottleneck: why massive context doesn't solve long-form generation.
#2056: How Music Models Turn Sound Into Language
A look at how AI music models use audio tokens, transformers, and diffusion to turn text into songs.
#2050: Is Impact Investing Just a Cult?
We explore the structural parallels between high-control groups and the ESG industry, from loaded language to isolation tactics.
#2046: AI Hallucinations Are Just How Brains Work
We asked an AI to curate films about AI and reality, exploring the psychedelic overlap between machine hallucinations and human perception.
#2045: Anonymity Isn't the Problem, The Architecture Is
Why does Reddit amplify toxicity while other anonymous spaces stay healthy? It's not the mask—it's the room's shape.
#2044: Teaching Physics with Sabotage and SimShield
Why the next generation of engineers must learn to "break" simulations and design for failure.
#2043: Python, TypeScript, Rust: The Agent Engineer's Stack
Skip no-code traps. Learn the real stack for building agentic AI: Python, TypeScript, and Rust.
#2041: The "MPEG Moment" for AI: Llamafile & Native Models
Why are we squeezing massive cloud models onto desktops? Meet the "native" AI revolution.
#2040: The AI Inference Engine Rebellion
Why run LLMs locally? We break down Ollama, llama.cpp, vLLM, and llamafile—and when to use each.
#2039: CLIs vs. MCPs: How AI Agents Actually Talk to Services
Why give an AI agent a terminal? We compare CLIs and MCPs for AI integration.
#2038: The Self-Hosted AI Agent Buyer’s Guide
LobeHub vs. Dify vs. n8n: We break down the chaotic landscape of local AI agents to find the right "brain" for your workflow.
#2037: Claude Code Extensions: Slash Commands vs. Skills vs. Agents
Stop manually typing slash commands. Here’s the definitive hierarchy of Claude Code extensions—from legacy shortcuts to autonomous agents.
#2029: ADHD Brains: Why Willpower Fails & How to Hack It
Stop blaming yourself for half-used planners. Here’s the neurobiology behind ADHD time management.