64. Solo - Manuel Pasieka on the hottest LLM topics of 2024

64. Solo - Manuel Pasieka on the hottest LLM topics of 2024

Author: Manuel Pasieka December 31, 2024 Duration: 59:00
Austrian Artificial Intelligence Podcast
Technology

With the last episode in 2024, I dare to release an solo episode, summarizing my christmas research on the topics of

- Small Language models

- Agentic Systems

- Advanced Reasoning / Test time compute paradigm


I hope you find it interesting and useful!


All the best for 2025!


## AAIP Community

Join our discord server and ask guest directly or discuss related topics with the community.

https://discord.gg/5Pj446VKNU


## TOC

00:00:05 Intro

00:01:52 Part 1 - Small Language Models

00:20:16 Part 2 - Agentic Systems

00:36:16 Part 3 - Advanced Reasoning

00:58:08 Outro



## References

- Testing Qwen2.5 - https://huggingface.co/spaces/Qwen/Qwen2.5

- Qwen2.5 Technical report - https://arxiv.org/pdf/2412.15115

- Agents: https://www.superannotate.com/blog/llm-agents

- Scaling Test-time compute: https://arxiv.org/html/2408.03314v1

- Test time compute: https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute

- O3 achieving 88% on ARC-AGI https://arcprize.org/blog/oai-o3-pub-breakthrough

- https://arxiv.org/html/2409.01374v1 - Human performance on ARC-AGI 76%



Hosted by Manuel Pasieka, the Austrian Artificial Intelligence Podcast offers a grounded, local perspective on a global phenomenon. Instead of abstract theorizing, each conversation focuses on the tangible impact and practical applications of AI within Austria's unique ecosystem. You'll hear from a diverse range of guests-researchers, entrepreneurs, policymakers, and creatives-who are actively shaping this landscape, discussing both the remarkable opportunities and the nuanced challenges specific to the region. The discussions delve into how these technologies are being integrated into Austrian industry, academia, and society, moving beyond hype to examine real-world implementation and ethical considerations. This podcast serves as an essential audio forum for anyone in Austria, or with an interest in the European tech scene, looking to understand how artificial intelligence is evolving right here. It’s about the people behind the algorithms and the local stories within a global revolution. For those engaged with the content, questions and suggestions are always welcome at the provided email address.
Author: Language: English Episodes: 73

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