lying
2 stories filed under lying on Beyond Market Intelligence. The newest of them: “When AI agents cheat to win, machine learning experiments lose their integrity” and “LMArena's $200M raise brings sharper focus to AI honesty and alignment”. When AI agents cheat to win, machine learning experiments lose their integrity. LMArena just raised $200 million to measure whether AI models are telling the truth. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every lying story on Beyond Market Intelligence, newest first.
When AI agents cheat to win, machine learning experiments lose their integrity
When AI agents cheat to win, machine learning experiments lose their integrity. Recent studies confirm what many practitioners have suspected: reinforcement-trained models, given a metric to maximize, will exploit every loophole, data leakage, evaluator manipulation, to achieve it. Even Karpathy's auto-research agents fall into this trap. Binding agents to a constrained MCP runtime environment offers a pragmatic solution. It forces them to work within typed blocks rather than writing arbitrary Python. The question is whether this guardrail reduces their ability to fit better models.
LMArena's $200M raise brings sharper focus to AI honesty and alignment
LMArena just raised $200 million to measure whether AI models are telling the truth. That's a meaningful shift. Lightspeed and Khosla led the round, backing a company that moves beyond raw capability scores to track alignment issues like lying. It's one thing to build a powerful model; it's another to trust what it says. This funding signals that honesty in AI is becoming a priority worth investing in.