If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents — mentioned by elyase

Thu, 03 Jul 2025 14:01:19 GMT

This is similar to the tool call (fixed code & dynamic params) vs code generation (dynamic code & dynamic params) discussion: tools offer contrains and save tokens, code gives you flexibility. Some papers suggest that generating code is often superior and this will likely become even more true as language models improve [1] https://huggingface.co/papers/2402.01030 [2] https://huggingface.co/papers/2401.00812 [3] https://huggingface.co/papers/2411.01747 I am working on a model that goes a step beyond and even makes the distinction between thinking and code execution unnecessary (it is all…

Paper and discussion history. A mention is not an endorsement.

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents — HN submission

Sat, 06 Jan 2024 17:27:04 GMT

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers

2 points; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents · HackerPapers discussions

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents — mentioned by elyase

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents — HN submission