Blog Posts | Joshua Berkowitz

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Exploiting Edited Large Language Models as General Scientific Optimizers

Exploiting Edited Large Language Models as General Scientific Optimizers

Scientific optimization plays a crucial role across various domains, including mathematics, physics, and chemistry. Large Language Models (LLMs) have been increasingly used for mathematical optimizati...

Artificial Intelligence Computer Science

Mar 14, 2025

0 297

Research Reviews

OPTIC: A Novel Machine Learning Approach to Reducing Physician Burden in Digital Communication

OPTIC: A Novel Machine Learning Approach to Reducing Physician Burden in Digital Communication

With the rapid adoption of telemedicine and patient messaging systems, healthcare providers are facing unprecedented workloads. The study O PTIC: Optimizing Patient-Provider Triaging & Improving Commu...

Computer Science Medicine

Mar 13, 2025

0 209

Research Reviews

Training and Evaluating LLMs on Program Execution Traces

Training and Evaluating LLMs on Program Execution Traces

The research paper "What I Cannot Execute, I Do Not Understand: Training and Evaluating LLMs on Program Execution Traces" investigates enhancing large language models' (LLMs) code generation and under...

Artificial Intelligence Computer Science

Mar 12, 2025

0 572

Research Reviews

Using Artificial Intelligence to Improve Classroom Learning Experience

Using Artificial Intelligence to Improve Classroom Learning Experience

This paper by Shadeeb Hossain explores how Artificial Intelligence (AI) can enhance classroom learning by identifying students' learning preferences and predicting academic dropout risk. The study emp...

Artificial Intelligence Computer Science

Mar 11, 2025

0 308

Research Reviews

Alibaba Research Releases Animate Anyone 2: An Improved Character Animator with Environment Integration Using Diffusion

Alibaba Research Releases Animate Anyone 2: An Improved Character Animator with Environment Integration Using Diffusion

Anyone 2 can produce high-fidelity results that seamlessly integrate characters with the surrounding environment. Just released research from Alibaba group reviews progress in Animate Anyone 2. AA2 ma...

Computer Science

Mar 11, 2025

0 297

Research Reviews

UC Berkley Research How Coin Flips Help LLMs Think Like Bayesian Statisticians

UC Berkley Research How Coin Flips Help LLMs Think Like Bayesian Statisticians

This research from UC Berkley investigates whether large language models (LLMs) utilize in-context learning (ICL) to perform structured reasoning consistent with Bayesian inference or rely on pattern ...

Computer Science

Mar 9, 2025

0 198

Research Reviews

Streaming Text to Speech for Any LLM

Streaming Text to Speech for Any LLM

This research introduces LLMVoX , a lightweight, autoregressive streaming Text-to-Speech (TTS) model designed to generate high-quality speech with minimal latency. The model preserves original large l...

Computer Science

Mar 9, 2025

0 143

Research Reviews

Information Scaling Law for Long-Context Language Modeling

Information Scaling Law for Long-Context Language Modeling

The recent study titled "L²M: Mutual Information Scaling Law for Long-Context Language Modeling" introduces a pivotal advancement in understanding how language models can effectively manage long-range...

Computer Science

Mar 7, 2025

0 297

Research Reviews

Stanford Research Introduces Octo Tools: Easily Extensible Tool Based Open Source Agent Framework

Stanford Research Introduces Octo Tools: Easily Extensible Tool Based Open Source Agent Framework

Figure 1. The framework of OctoTools. (1) Tool cards define tool-usage metadata and encapsulate tools, enabling training-free integration of new tools without additional training or framework refineme...

Computer Science

Mar 5, 2025

0 198

Research Reviews

Powering Scientific Discovery with Ai : Google A.I. Co-Scientist released to Trusted Tester Access

Powering Scientific Discovery with Ai : Google A.I. Co-Scientist released to Trusted Tester Access

Scientific research is propelled forward by creative thinking and scientific experience, well it used to be. Now as we move deeper into the age of AI it is becoming evident that we will see Ai transfo...

Computer Science

Mar 1, 2025

0 176

Research Reviews

Penn State & Google Research Propose Chain of Agents: Model and Length Agnostic Query Processing

Penn State & Google Research Propose Chain of Agents: Model and Length Agnostic Query Processing

There are significant challenges in LLMs to produce accurate information retrieval and reasoning for very long inputs such as textbooks and research papers. Popular LLMs suffer from hallucinations and...

Computer Science

Feb 28, 2025

0 176

Research Reviews

Harvard Research Releases QuArch: A Q&A For AI Agents to Improve Computer Architecture Understanding

Harvard Research Releases QuArch: A Q&A For AI Agents to Improve Computer Architecture Understanding

A Harvard team recently published progress on QuArch , a dataset comprising 1,500 human-validated question-answer pairs designed to evaluate and enhance language models' understanding of computer arch...

Computer Science

Feb 4, 2025

0 176

Research Reviews

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