I had a conversation with ⁠Ayomide Odumakinde⁠ (member of technical staff at Cohere AI labs) . We discussed artificial intelligence, the history of ideas in this field, current tools and methods, and what to expect in the years to come.

Links to things discussed/mentioned in this episode

Text Tokenization

https://www.ai21.com/knowledge/tokenization/

https://huggingface.co/learn/llm-course/en/chapter2/4

Supervised Finetuning:

https://huggingface.co/learn/llm-course/en/chapter11/1

Scaling law papers

⁠Kaplan et al, 2020⁠

⁠Hoffmann et al., 2022⁠

⁠Sardana et al., 2024⁠

Reinforcement learning

https://en.wikipedia.org/wiki/Reinforcement_learning

Reinforcement learning through human feedback (RLHF)

⁠Ziegler, et al, 2019⁠

⁠Learning to summarize with human feedback⁠

Reinforcement Learning with Verifiable Rewards

https://allenai.org/blog/tulu-3-technical

Effective context engineering & context rot

https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents

Qroq inference engine

https://groq.com/

Continual AI & learning

https://www.continualai.org/

https://www.ibm.com/think/topics/continual-learning

Methods for Agent augmentation

⁠Retrieval-augmented generation (RAG)⁠

⁠Function & tool calling with LLMs⁠

⁠Long-term memory in agentic systems⁠

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Tobore and I reflect on the year and touch on social media, community, and education.

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My conversation with Terry Tucker was great and he shared stories about his life and all the many hats he's worn. We discussed building the right mindset toward life and creating significance.

Guest Links: Website: https://www.motivationalcheck.com/

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A discussion with Phyllis Leavitt on societal mental health, community, loneliness, therapy, and well-being. We also discuss her new book "America in Therapy".

Guest Links: Website: https://phyllisleavitt.com/

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A discussion with Dr. Christian Yeasted about AI ethics in healthcare and how it impacts interactions between healthcare professionals and patients. Guest Links: Website: authorcyeasted.com/

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Kelvin talks about the podcast and random life events. He also talks about recharging the batteries of the podcast.

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Kelvin talks about major life transitions and how they affect both him and the podcast.

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My conversation with Taiwo centered on education, beliefs, and the Nigerian experience.

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