AI
Artificial intelligence, machine learning, and everything LLM
#2425: Can One Button Solve Your Streaming Frustrations?
A deep dive into JustWatch, Trakt, Letterboxd, and why your ideal streaming app doesn't exist yet.
#2424: What Feminists Actually Mean by "The Patriarchy
Unpacking the structural concept, the popular shorthand, and where the line gets blurry between critiquing systems and demonizing individuals.
#2413: When Your AI Says No to Everything
Why LLMs refuse 73% of harmless prompts — and the trade-off between safety and usefulness.
#2412: When AI Caves: Progressive vs. Regressive Sycophancy
Why do LLMs agree with you even when you're wrong? We break down the SycEval benchmark and the 78% persistence problem.
#2411: Are Political Bias Benchmarks Actually Measuring Anything?
Why the Political Compass Test fails, and what researchers are building instead to actually measure model bias.
#2410: How Researchers Actually Measure Censorship in Chinese LLMs
Beyond headlines: the actual benchmarks, methodologies, and pitfalls in detecting political refusal in Chinese language models.
#2409: When AI Cheats on Cultural Knowledge
Five benchmarks that reveal how AI systems fail at cultural knowledge — and what their methodologies tell us.
#2408: How Backpropagation Actually Unlocks Neural Networks
How error signals flow backward through networks to make learning possible — and why "it's just calculus" misses the point.
#2407: Three Landings in 90 Days: Pilot Automation Dependency
Why pilots aren't hand-flying enough, the regulatory floor that lets it happen, and what airlines are doing about it.
#2406: Why Million-Token Context Windows Can't Handle 3 Reasoning Steps
Needle-in-a-haystack is dead. Here's what actually measures whether models can think across long documents.
#2405: LLM Benchmarks Are Full of Noise: Statistical Rigor in AI Evals
Why most benchmark claims in AI are statistically indefensible — and what to do about it.
#2404: What Tool-Calling Benchmarks Miss About Production Failures
BFCL, tau-bench, and Nexus each reveal different failure modes. None of them test what actually kills production agents.
#2403: Choosing Your LLM Eval Framework
An architectural shootout of four major LLM evaluation harnesses — where each shines and where each breaks down.
#2401: Designing Data Models That Mirror Your Work
Why 60% of small businesses hate off-the-shelf SaaS—and how to build tools that actually fit your workflow.
#2400: Claude Code’s Hidden Context Tax
How Claude’s eager-loaded primitives silently consume context—and how to optimize your setup for sharper performance.
#2398: Your Taste, Your Data: Owning Your AI Preferences
Why can’t you describe your perfect movie—but you’d know it if you saw it? A vision for portable, user-owned AI taste profiles.
#2397: When Data Becomes the Decision Framework
Discover how situational awareness dashboards transform chaos into actionable insights during emergencies like earthquakes and hurricanes.
#2391: When Anti-Bot Defenses Break Accessibility
How browser automation hits a wall with Israel's strict geo-restrictions and anti-bot measures—and what practical workarounds exist.
#2390: The Low-Grade Digital Arms Race
Discover how browser automation is reshaping web interaction, from job applications to navigating geo-restrictions and anti-bot measures.
#2388: From Tool Picker to Problem Solver
Discover how OpenRouter intelligently routes your prompts to the most optimized AI model, reshaping how we interact with AI tools.