Blog Posts | Joshua Berkowitz

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QuArch Puts AI Agents to the Test on Computer Architecture

Computer architecture is having an AI moment. Yet despite rapid progress in agentic tooling for coding and verification, hardware-centric knowledge remains stubbornly hard for language models to maste...

AI benchmarking Artificial Intelligence computer architecture Computer Science

Aug 28, 2025

0 2233

Papers

Microsoft Research Proposes Deep Integration of Computer Use Agents in AgentOS for Windows

The automation of desktop applications has long been a goal for improving productivity, traditionally relying on rigid and fragile script-based Robotic Process Automation (RPA) systems. The emergence ...

Artificial Intelligence Computer Science

Apr 25, 2025

0 7491

Research Reviews

Rapid Traversal of Vast Chemical Space Using Machine Learning-guided Docking Screens

The exponential growth of make-on-demand chemical libraries offers unprecedented opportunities for early drug discovery. However, screening these multi-billion-scale (potentially multi-trillion soon) ...

Chemistry Computer Science Medicine

Mar 15, 2025

0 7029

Research Reviews

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 11000

Research Reviews

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

The OctoTools framework, developed by a team from Stanford University , integrates various tools for task execution without additional training. It features a planner for action refinement and an exec...

Computer Science

Mar 5, 2025

0 4180

Research Reviews

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 4961

Research Reviews

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