I had a conversation with JP Flores, PhD. We talked about 3D chromatin structure in the cell, science policy, science communication, and the future of scientific research.

Links to things discussed/mentioned in this episode

3D Chromatin Structure

Science For Good

From Where Does it Stem

New OMB Rule

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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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