Research Reviews | Joshua Berkowitz

21 Articles

Computer Science ×

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

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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

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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

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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

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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

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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

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Harvard Completes 100 years of Astronomical Data Archive: Enabling New A.I. Research Into the Stars

Harvard Completes 100 years of Astronomical Data Archive: Enabling New A.I. Research Into the Stars

Ever wonder what you should do with old pictures? Perhaps you digitized them and then stuck them on a hard drive somewhere only to be forgotten? Well if you are the Harvard College Observatory you rea...

Computer Science

Feb 1, 2025

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Comparing Ai Responses for Factoring a Polynomial

Comparing Ai Responses for Factoring a Polynomial

I recently saw a post on research stating that the use of ai tools will lead to reduced cognitive capacity with the evolving workforce. I thought it was a silly statement and clickbait research but it...

Computer Science

Jan 29, 2025

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Princeton Group Proposes LONGPROC: A Long Context Benchmark

Princeton Group Proposes LONGPROC: A Long Context Benchmark

If you have been following along with Ai developments you will notice that there is a lot of hype around the "Context Window" that a model can handle. Whether it's proprietary ChatGT or opensource LLa...

Computer Science

Jan 27, 2025

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