Legibility Used to Be Free
The Altair 8800 could not hide its own state; it leaked into a nearby radio. A browser front panel, 51 years on, beside a model that hides everything....
The Guardrails Only Bound the Defender
OpenAI's models escaped a sandbox and breached Hugging Face. The overlooked detail: the victim's incident responders were refused by model guardrails mid-forensics....
The Marketplace Lied 62 Times Out of 100
100 GPU marketplace rentals, 62 never delivered a working GPU. What cheap GPU marketplaces really cost, and the fail-fast discipline that held 62 failures to $4.37....
I Built a Browser LLM Lab. The Hard Part Was Refusing to Fake It.
LLM Lab (logicalart.us): real gradient descent in a browser tab, training machinery honest enough to fail in public, and a diploma that tells the truth....
The Human Inside Every Humanoid Robot
Humanoid robot companies hide human teleoperation behind impressive demos. The Mechanical Turk pattern is 256 years old and still working....
Your AI Doesn't Deserve Your Trust Yet
How to architect AI trust with deterministic guardrails: Pydantic validators, Redis kill switches, and OAuth scopes....
Google Search Decline Is Overstated
The narrative that Google Search is dying ignores what it's still best at and where alternatives actually win....
ChatGPT Already Replaced Your First Meeting
Prospects now research with AI before talking to sales. Your digital presence is your first impression....
The Demo-to-Production Gap: Why AI Projects Fail
42% of companies abandon AI initiatives before production. MIT research shows 95% of AI pilots fail. The demo-to-production gap is systematic and predictable....
The GPU Shortage Aftermath
The AI boom created a GPU shortage that's reshaping how companies think about compute access and infrastructure....
AI Content Farms Are Killing Search
AI content farms have flooded search results with machine-generated text optimized for ranking, not accuracy....
What AI Agents Cannot Do (And Will Not, Anytime Soon)
AI agents have hard limits. They will not replace judgment, empathy, expertise, accountability, or physical labor. Five things knowledge workers still own....
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