In this video, I talk about the quickly evolving world of AI—from the limitations of Large Language Models (LLMs) like GPT-4 to the exciting new horizons opened up by Large Reasoning Models (LRMs) such as OpenAI’s o3. As someone who works at Deutsche Telekom as a Lead AI Engineer, I share my firsthand experiences and challenges in integrating these advanced models into real-world workflows.
What You’ll Learn
- Why LLMs Hit Their Limits: A quick look at GPT-4’s shortcomings, including reliability issues for practical applications.
- o3 Model: How o3 is breaking benchmarks (like ARC Prize) and redefining reasoning in AI.
- My Upcoming Project: An inside peek at how I’ll use these new models in a Deutsche Telekom initiative focused on structured data extraction.
- Neuro-Symbolic AI: The fusion of machine learning and symbolic reasoning, and why it could be the key to unlocking more robust and trustworthy AI solutions.
- The Technological Singularity Debate: Are we inching closer to an era where AI progression outpaces human understanding?
Helpful Links & References
- Neuro-Symbolic AI: https://cyrilsadovsky.substack.com/p/neuro-symbolic-ai-24-09-15
- Advanced Coding Assistant – An Innovative Platform for Semantic Code Understanding
- Human-AI Synergy White Paper: https://www.researchgate.net/publication/383084990_The_Human-AI_Synergy_Redefining_the_Role_of_Generative_AI_in_Strategic_Planning_and_Decision_Making
- SimpleBench: https://simple-bench.com/
- LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks: https://arxiv.org/html/2402.01817
- ARC Prize | Greg Kamradt: https://gregkamradt.com/writing/arc_prize
- OpenAI o3 and o3-mini—12 Days of OpenAI: Day 12:
- OpenAI's Noam Brown Unpacks the Full Release of o1 and the Path to AGI:
- OpenAI DevDay 2024 | Virtual AMA with Sam Altman, moderated by Harry Stebbings, 20VC:
- OpenAI DevDay 2024 | Structured outputs for reliable applications:
- Technological Singularity: https://en.wikipedia.org/wiki/Technological_singularity
If you find this content helpful, please like and subscribe. I’ll be posting updates on my upcoming AI research—stay tuned, and enjoy the video!
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