Notes – Christian Bühlmann

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Llm

· 31 octobre 2024 · 1 minute to read

The LLM Reasoning Debate Heats Up

Three recent papers examine the robustness of reasoning and problem-solving in large language models

Melanie Mitchell Oct 21, 2024

One of the fieriest debates in AI these days is whether or not large language models can reason.

In May 2024, OpenAI released GPT-4o (omni), which, they wrote, “can reason across audio, vision, and text in real time.” And last month they released the GPT-o1 model, which they claim performs “complex reasoning”, and which achieves record accuracy on many “reasoning-heavy” benchmarks.

But others have questioned the extent to which LLMs (or even enhanced models such as GPT-4o and o1) solve problems by reasoning abstractly, or whether their success is due, at least in part, to matching reasoning patterns memorized from their training data, which limits their ability to solve problems that differ too much from what has been seen in training.

Melanie Mitchell https://aiguide.substack.com/p/the-llm-reasoning-debate-heats-up

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[Note] – Traduction du terme « Gewehrgriff »

Christian Bühlmann

· 19 avril 2023 · 1 minute to read

[Note] – Traduction du terme « Gewehrgriff »

Dans l’article « Militärische Ausbildung » du HLS, écrit en allemand par Hans Senn, Laurent Auberson, traduit « Gewehrgriff » comme « maniement formel de l’arme ». Je n’ai pas trouvé de traduction dans le « TERMDAT – La banque de données terminologiques de l’administration fédérale ». La Tribune de Lausanne du 12 mars 1958 reprend en page 3 le communiqué du DMF sur l’abolition du « maniement d’arme » et parle de « mouvements de drill ».

Source de l’image : Wiktionary contributors, « fountain pen, » Wiktionary (accessed April 19, 2023).

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