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1.
Monitoring LLM behavior: Drift, retries, and refusal patterns (venturebeat.com)
2.
Closure of China’s influential journal ranking leaves academics reeling — what will take its place? (feeds.nature.com)
3.
Evaluating large language models for accuracy incentivizes hallucinations (feeds.nature.com)
4.
Duolingo was evaluating its workers’ AI use. Workers pushed back. (feeds.feedburner.com)
5.
A Digital Compute-in-Memory Architecture for NFA Evaluation (news.ycombinator.com)
6.
Smart people recognize each other – science proves it (news.ycombinator.com)
7.
General scales unlock AI evaluation with explanatory and predictive power (feeds.nature.com)
8.
Duolingo’s CEO Uses a Secret Test to Evaluate Job Candidates — Before They Even Step into the Interview (feeds.feedburner.com)
9.
Show HN: Claude skill that evaluates B2B vendors by talking to their AI agents (news.ycombinator.com)
10.
Our whole way of thinking about leadership is a century out of date (feeds.feedburner.com)
11.
Tech Employees Are Reportedly Being Evaluated by How Fast They Burn Through LLM Tokens (gizmodo.com)
12.
Gemini 3.1 Pro (news.ycombinator.com)
13.
C++26: Std:Is_within_lifetime (news.ycombinator.com)
14.
Don't Trust the Salt: AI Summarization, Multilingual Safety, and LLM Guardrails (news.ycombinator.com)
15.
Enterprises are measuring the wrong part of RAG (venturebeat.com)
16.
Claude Code daily benchmarks for degradation tracking (news.ycombinator.com)
17.
Claude Code Daily Benchmarks for Degradation Tracking (news.ycombinator.com)
18.
Counterfactual evaluation for recommendation systems (news.ycombinator.com)
19.
Apple chooses Google’s Gemini over OpenAI’s ChatGPT to power next-gen Siri (arstechnica.com)
20.
Apple says its new AI-powered Siri will use Google’s Gemini language models (arstechnica.com)
21.
OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution (news.ycombinator.com)
22.
Opinion | The High Cost of Learning (feeds.content.dowjones.io)
23.
Saturn (YC S24) Is Hiring Senior AI Engineer (news.ycombinator.com)
24.
Anthropic vs. OpenAI red teaming methods reveal different security priorities for enterprise AI (venturebeat.com)
25.
Gemini 3 Pro scores 69% trust in blinded testing up from 16% for Gemini 2.5: The case for evaluating AI on real-world trust, not academic benchmarks (venturebeat.com)
26.
Blockchain Service Capability Evaluation (IEEE Std 3230.03-2025) (computer.org)
27.
Fara-7B: An efficient agentic model for computer use (news.ycombinator.com)
28.
Fara-7B by Microsoft: An agentic small language model designed for computer use (news.ycombinator.com)
29.
AI agent evaluation replaces data labeling as the critical path to production deployment (venturebeat.com)
30.
Measuring political bias in Claude (news.ycombinator.com)
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