theAIcatchup
Large Language Models AI Tools AI Research Robotics Computer Vision
AI Hardware AI Business AI Ethics
AI Tools

#AI reliability

Broken AI agent chain with error icons in a production dashboard
AI Hardware

AI Agents Sound Slick in Demos – But They'll Implode in Production Without This Fix

Ever watched an AI agent dazzle in a demo, only to wonder why it flakes out when real money's on the line? Here's the dirty secret Silicon Valley won't tell you.

3 min read 1 day, 23 hours ago
AI agent strapped into a safety harness amid chaotic code and guardrails
AI Hardware

Harness Engineering: AI's Latest Fix for Agents That Keep Crashing

78% of enterprise AI agents bombed in production last year. Enter 'harness engineering'—the buzz du jour claiming to strap safety belts on rogue bots.

3 min read 1 week, 2 days ago
Diagram showing RAG pipeline: query to retriever to LLM generation with citations
AI Hardware

RAG: AI's Court Clerk Hack That's Everywhere – Except Where It Counts

Hundreds of research papers have piled onto RAG since its 2020 debut. But after two decades watching Valley hype cycles, I'm asking: does this actually fix LLMs, or just kick the can?

4 min read 2 weeks ago
Line chart of hallucination rates dropping sharply after implementing RAG and citations in production LLM apps
AI Hardware

Hallucinations in Production LLMs: 7 Fixes That Stick, Backed by Real Deployments

A bank's chatbot hallucinates a refund policy, sparking chaos. Here's how pros tame LLMs in the wild with data-driven defenses that actually hold up.

3 min read 2 weeks ago
theAIcatchup

AI news that actually matters.

Categories

  • Large Language Models
  • AI Tools
  • AI Research
  • Robotics
  • Computer Vision
  • AI Hardware
  • AI Business
  • AI Ethics

More

  • RSS Feed
  • Sitemap
  • About
  • AI Tools
  • Advertise

Legal

  • Privacy
  • Terms
  • Work With Us

© 2026 theAIcatchup. All rights reserved.

📬

Stay in the loop

The week's most important stories from theAIcatchup, delivered once a week.

No spam. Unsubscribe any time.