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#errors

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A good example why #AI code generation introduces hard to recognize #errors and #bugs: bugsink.com/blog/copilot-induc

More and more stories about the thing that #LLM-generated code is even more difficult to debug because its results look so damn plausible but are wrong.

Therefore, it's really dangerous for non-trivial stuff.

www.bugsink.comCopilot Induced Crash: how AI-assisted development introduces new types of bugsAI-assisted development introduces new types of bugs. Here's how LLM-assisted coding gave me 2024's hardest-to-find bug.

Sometimes I’m playing with Kitten and something makes me smile. This time, it’s an error message. Always nice when you get a little hat-tip from past you to current you. Thanks for putting in the work, past me ;)

#Kitten#SmallWeb#web
Fortgeführter Thread

DOGE’s credibility is shot.
robertreich.substack.com/p/thi

"DOGE has saved the govt just $2 billion. That comes to 1/35 of 1% of the federal budget.

Repeated #errors have raised questions about the quality & veracity of the #information Musk’s #DOGE is putting out. The mistakes also call into question the team members’ competence — whether they understand the #government well enough to cut it while avoiding catastrophe."

#ElonMusk#Musk#Coup

Bruce Schneier perfectly articulates something I’ve been thinking about:

AI Mistakes Are Very Different from Human Mistakes
schneier.com/blog/archives/202

This is exactly right, certainly for LLMs.

"It seems ridiculous when chatbots tell you to eat rocks or add glue to pizza. But it’s not the frequency or severity of AI systems’ mistakes that differentiates them from human mistakes. It’s their weirdness. AI systems do not make mistakes in the same ways that humans do.”

Required reading.

Schneier on Security · AI Mistakes Are Very Different from Human Mistakes - Schneier on SecurityHumans make mistakes all the time. All of us do, every day, in tasks both new and routine. Some of our mistakes are minor and some are catastrophic. Mistakes can break trust with our friends, lose the confidence of our bosses, and sometimes be the difference between life and death. Over the millennia, we have created security systems to deal with the sorts of mistakes humans commonly make. These days, casinos rotate their dealers regularly, because they make mistakes if they do the same task for too long. Hospital personnel write on limbs before surgery so that doctors operate on the correct body part, and they count surgical instruments to make sure none were left inside the body. From copyediting to double-entry bookkeeping to appellate courts, we humans have gotten really good at correcting human mistakes...