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Less Data, Same LLM Performance? UGA Says Yes
A recent paper from UGA shows you can match SOTA LLM performance with 2000 targeted samples instead of 300,000.
What the BBC Hot Dog Hoax Really Proved About AI
A BBC journalist tricked ChatGPT and Google with a fake blog post in 20 minutes.
Freemium or Not? How Subscription Startups Should Decide
Should your startup offer a free tier? A practical framework for founders to evaluate freemium, trials, conversion math, and acqui...
Kubernetes Operators, Explained by a Production Engineer
A senior engineer’s deep dive into Kubernetes Operators: CRDs, reconciliation loops, caches, finalizers, webhooks, and production-...
The Illich Test for AI: Does Your Tool Make You Less Capable Without It?
Ivan Illich wrote Tools for Conviviality in 1973. It's the best framework for AI dependency nobody's using.
Claude Can Code. Can It Detect Backdoors in Binaries?
BinaryAudit benchmarks AI agents using Ghidra to find backdoors in compiled binaries of real open-source servers, proxies, and net...
The Three Stages of AI Guardrails: From Filters to Enterprise Control Planes
Explore the 3 stages of AI guardrails—from LLM filters to agent authorization and multi-agent control planes for enterprise AI gov...
When to Automate Testing and When to Stay Manual
QA engineers and leads often face the same question: Should we automate this, or handle it manually? There’s no single answer, and...
Codex vs Factory vs Cursor: Does the Harness Really Matter for MVP Prototyping?
Claude Code vs Factory.ai vs Codex vs Cursor meets GPT 5.3 Codex v Opus 4.6, who wins if the prompt and skill is same? What does i...
The Anti-Slop Playbook: How 38 Career Reports Proved Verified AI Content Wins
Across 38 career reports, a five-model consensus method shows why verification—not generation—will define premium content in the A...
GPT-5.3 Codex Reviewed My .NET Data Access Library and Missed the Architecture
I asked GPT-5.3 Codex to review a reusable .NET data access library. It scored 46/100—and exposed the limits of AI architectural r...
Sendmarc Releases DMARCbis Fireside Chat Featuring Co-Editor Todd Herr
DMARCbis is intended for Proposed Standard status and, if approved, would obsolete RFC 7489. Microsoft, Google, and Yahoo have “ca...
