Benchmarking AI Accuracy: A New Metric For Engineering Leaders

But now, when I sit down with engineering leads and ask if their RAG agent is actually working, they tend to give me vibes, not data. They tell me, "It feels faster" or "The summary looks detailed.” ...
InfoQ

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...
MUO on MSN

AI benchmark numbers are meaningless — here's what to look for instead

Numbers go up, AI gets better.
news.ucsc

Brain organoids can be trained to solve a goal-directed task

Study authors Hunter Schweiger (left) and Ash Robbins. Imagine balancing a ruler vertically in the palm of your hand: you have to constantly pay attention to the angle of the ruler and make many small ...
The Bulletin

Quesma Releases OTelBench: Independent Benchmark Reveals Frontier LLMs Struggle with Real-World SRE Tasks

WARSAW, POLAND, January 20, 2026 /EINPresswire.com/ — Quesma, Inc. announced the release of OTelBench, the first comprehensive benchmark for evaluating LLMs on ...
The Indianapolis Star

Quesma Releases OTelBench: Independent Benchmark Reveals Frontier LLMs Struggle with Real-World SRE Tasks

New benchmark shows top LLMs achieve only 29% pass rate on OpenTelemetry instrumentation, exposing the gap between coding ability and real-world SRE work. WARSAW ...
Interesting Engineering

OpenAI launches Codex app to manage multiple AI agents across software projects

OpenAI has launched a new Codex desktop app aimed at helping developers manage multiple AI agents working in parallel across long-running software projects. The macOS app acts as a command center ...