Links for 2025-02-06
AI:
1. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search https://satori-reasoning.github.io/blog/satori/
2. Dynamic object goal pushing with mobile manipulators through constrained reinforcement learning https://www.youtube.com/watch?v=wGAdPGVf9Ws
3. SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations https://arxiv.org/abs/2502.02472
4. BARE: Combining Base and Instruction-Tuned Language Models for Better Synthetic Data Generation https://www.arxiv.org/abs/2502.01697
5. Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning https://arxiv.org/abs/2502.03275
6. Demystifying Long Chain-of-Thought Reasoning in LLMs https://arxiv.org/abs/2502.03373
7. Deep Dive into LLMs like ChatGPT: "This is a general audience deep dive into the Large Language Model (LLM) AI technology that powers ChatGPT and related products. It is covers the full training stack of how the models are developed, along with mental models of how to think about their "psychology", and how to get the best use them in practical applications." https://www.youtube.com/watch?v=7xTGNNLPyMI
Science and Technology:
1. The brain calculates with waves: New insights into neural waves could revolutionize the development of energy-efficient AI systems https://www.mpg.de/24143275/oscillating-networks-in-the-brain
2. Google says commercial quantum computing applications arriving within five years https://www.reuters.com/technology/google-says-commercial-quantum-computing-applications-arriving-within-five-years-2025-02-05/ [no paywall: https://archive.is/iS7s4]
3. What is an Electron? How Times Have Changed https://profmattstrassler.com/2025/02/06/what-is-an-electron-how-times-have-changed/
4. A gene-editing technology called 'dual prime editing' was used in plants for the first time. This tool can precisely delete up to two million bases of DNA, or replace a 258,000 base stretch of DNA with a new sequence, in both wheat and tomatoes (so far). https://www.nature.com/articles/s41477-024-01898-3
5. A large study, performed on 960 female mice, suggests that genetics – and not diet or exercise – are the biggest predictor of which mice live longer than others. https://www.nature.com/articles/s41586-024-08026-3
AI:
1. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search https://satori-reasoning.github.io/blog/satori/
2. Dynamic object goal pushing with mobile manipulators through constrained reinforcement learning https://www.youtube.com/watch?v=wGAdPGVf9Ws
3. SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations https://arxiv.org/abs/2502.02472
4. BARE: Combining Base and Instruction-Tuned Language Models for Better Synthetic Data Generation https://www.arxiv.org/abs/2502.01697
5. Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning https://arxiv.org/abs/2502.03275
6. Demystifying Long Chain-of-Thought Reasoning in LLMs https://arxiv.org/abs/2502.03373
7. Deep Dive into LLMs like ChatGPT: "This is a general audience deep dive into the Large Language Model (LLM) AI technology that powers ChatGPT and related products. It is covers the full training stack of how the models are developed, along with mental models of how to think about their "psychology", and how to get the best use them in practical applications." https://www.youtube.com/watch?v=7xTGNNLPyMI
Science and Technology:
1. The brain calculates with waves: New insights into neural waves could revolutionize the development of energy-efficient AI systems https://www.mpg.de/24143275/oscillating-networks-in-the-brain
2. Google says commercial quantum computing applications arriving within five years https://www.reuters.com/technology/google-says-commercial-quantum-computing-applications-arriving-within-five-years-2025-02-05/ [no paywall: https://archive.is/iS7s4]
3. What is an Electron? How Times Have Changed https://profmattstrassler.com/2025/02/06/what-is-an-electron-how-times-have-changed/
4. A gene-editing technology called 'dual prime editing' was used in plants for the first time. This tool can precisely delete up to two million bases of DNA, or replace a 258,000 base stretch of DNA with a new sequence, in both wheat and tomatoes (so far). https://www.nature.com/articles/s41477-024-01898-3
5. A large study, performed on 960 female mice, suggests that genetics – and not diet or exercise – are the biggest predictor of which mice live longer than others. https://www.nature.com/articles/s41586-024-08026-3