35,578 Grok Apps Were Open. A Random URL Is Not a Lock.

by Gabe Morales — A private-looking address and a Google sign-in button can still leave every record exposed. Run this five-minute access test before you…

Medium·3h ago

Gemini 4 Carbon Task Qualification: The Gate for Long-Horizon Coding Agents

by Anna Jey — Gemini 4 Carbon Task QualificationThe expensive failure is not an AI coding agent producing a bad answer. It is an agent consuming an overnight budget on a task that a smaller model, a test, or a...

Towards AI·5h ago

The Obvious First AI Workflow is Usually the Wrong One

by Atul Singh — Skip the customer-facing chatbots and cold emails. Use this 5-question test to find the internal processes that actually save your team…

Medium·8h ago

Prompt Injection Fails Attempt Against Cipher AI’s Security Controls

by CyberTrails: Mildred Owens — A live security test shows how CIPHER treats hidden webpage instructions as untrusted data and keeps sensitive actions behind human…

AI Advances·11h ago

How to judge an AI course in Nepal before you pay

by Saarathi Academy — A good AI course in Nepal makes you build an AI app, test whether its answers are right, and put it online. Before you pay, read the…

Medium·17h ago

ZONOS3-Mini Korean TTS on a MacBook: Free, Offline, 10× Real Time — 58-Clip Hands-On Test

by HomoFuturus — Zyphra’s new open-source voice model, tested with Whisper scoring: accuracy, emotion, pace, speed and the failures

Medium·23h ago

My RAG Pipeline Retrieved the Right Document and Still Got It Wrong. Here’s How I Find Out Why

by Ifat Jagirdar — A 3-test diagnostic that tells you whether a RAG failure came from retrieval, the model, or the context itself.

Medium·4h ago

Anthropic IPO to test the first 'pure play' AI stock in a choppy market

CBC·7h ago

AI Agent Testing: Where Do Test Scenarios Come From?

by Minchan Chung — AI agent testing needs realistic scenarios. We compare ways to build test candidates from five documents with the same model and budget.

CUBIG Tech Blog·8h ago

AI Can Now Clone Any Software With a Good Test Suite. SQLite Kept Its Best Tests Secret All Along.

by shiva kumar — An AI-built Postgres passed all 46,066 regression queries, then crashed on one line of SQL. Everyone read that as “AI can’t build real…

PostMCP AI·15h ago

Your Agent Scores 80% on SWE-bench. It Still Fails in Production.

by Cihat Yıldız — The same models drop to about 23% on a harder version of the same test. Here’s what the original was actually measuring.

Medium·17h ago

The Safety Test Ends at Message One

by Hayanan — A lawsuit over an engineer’s death asks a question the industry has barely started to measure: what happens at message two hundred?

Towards AI·1d ago

AI Music 07 —The Human Test: Is Music on Trial?

by Elodie Aishwarya P. Remoissenet — An AI rash, a human test, and 80 years of music history on the stand. The danger isn’t the machine. It’s the test we’re building around it.

Medium·4h ago

RAG Retrieval Lost 40 Points When Distracting Passages Grew to 2.68M

by Abdullahi Dattijo — A reproducible test of BM25, embeddings, and parent documents shows why author-written evals overrate search, and why answer position in context matters. The post RAG Retrieval Lost 40 Points When...

Towards Data Science·7h ago

The AI Security Risk Hiding in Your Test Dashboard

by Aya Mahmoud — Chainstack says an attacker used an AI agent framework to reach its production database without exploiting a single software bug. One of…

MeetCyber·11h ago

I Ran 12 Tricky Product Photos Through Designkit. Glass Surprised Me.

by Darshandagaa — A hands-on test of a free AI background remover for marketplace listings, with alpha-channel numbers instead of vibes

Towards AI·16h ago

A Complete Guide to Evals for AIOps Agents: Golden Datasets, Held-Out Sets, Success Rates and Judge…

by Arun Taneja — Guide 1 of 2. How to build the test data, score it honestly, and trust your grader before the agent goes near production.

Medium·18h ago

Our Best Engineer Deleted 14,000 Lines of Code. His Manager Put Him on a Performance Plan

by Devrim Ozcay | Founder, ProdRescue — He removed a system that had been waking engineers up for two years. The pull request passed every test, production got quieter, and…

Javarevisited·1d ago