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News
Day 9 — LLM04: Data and Model Poisoning | Guardrail Gazette
10+ min ago (157+ words) The attack that happens before your AI system ever ships — planted quietly in the data it learned from.Continue reading on Medium » Day 9 — LLM04: Data and Model Poisoning | Guardrail Gazette The attack that happens before your AI system ever ships — planted…...
9 AI Engineering Rules I Wish I Knew Before Shipping My First Agent
4+ hour, 1+ min ago (36+ words) The practical lessons that helped me go from building AI demos to engineering systems I could actually trust. A $47,000 AI mistake …...
AI Guardrails, Explained Simply: What They Are, the Kinds We Have, and Why AI Needs Them
6+ hour, 45+ min ago (497+ words) If you have ever driven on a mountain road, you know the feeling. The view is beautiful, the drop is steep …...
This Tiny Python AI Agent Did What Normally Takes Me 20 Minutes
7+ hour, 18+ min ago (266+ words) I almost spent 20 minutes doing something I really didn’t want to do. I had a folder full of customer-support messages and needed to …...
100% Recall, 57.1% Accuracy: What My Support Agent’s Ugly Number Taught Me About Shipping AI 🤖
7+ hour, 13+ min ago (113+ words) 🙅 The problem with most "AI support bot" demos Every tutorial version of this project does the …...
Building an Autonomous Multi-Agent Wealth Advisor in Python
8+ hour, 37+ min ago (58+ words) Why monolithic LLMs fail at financial planning, and how a 6-agent architecture orchestrates cross-border pensions, taxes, and cashflow This …...
Designing Effective Harnesses for AI Agents: From Impressive Demos to Reliable Systems
10+ hour, 27+ min ago (1349+ words) AI agents are getting more powerful every day. We can now build an agent that reads information, calls APIs, uses tools, makes decisions, and completes tasks with very little human involvement. A simple mental model for this looks like: LLM…...
Where the Model Is Genuinely Load-Bearing
18+ hour, 12+ min ago (89+ words) Once you’ve accepted that the model belongs where being wrong is cheap and that its job is to produce artifacts code executes, a useful question follows …...
AI Agents Are Passing Every Benchmark. They’re Still Failing at the One Thing That Matters.
1+ day, 2+ hour ago (216+ words) Agent benchmarks are saturating and gameable, while production data shows a 56.6% real-world success rate. Here's why the scores you see on a leaderboard barely predict what happens in deployment. AI Agents Are Passing Every Benchmark. They’re Still Failing at the…...
The Grounding Problem: How 19-Year-Old Eshaan Gulati Taught AI Where to Click
3+ day, 22+ hour ago (928+ words) Published Sept. 8 2026, 8:31 p.m. ET His computer-use research addressed a technical failure that kept capable models from turning visual recognition into accurate action. An artificial-intelligence model could look at a software dashboard, identify the correct button for exporting a report, and still…...