AI Research Agent

Ability to make a
Question

Research and development is generally not as economically valuable as people assume and it's significantly harder to automate R&D jobs than it might naively seem. Most AI value will come from broad automation.

AI Research Agents

ChatGPT Deep Research

Local Deep Researcher

Paper Finder

CodeScientist

Claude Research

Deep Flow

AI Research Agent Benchmarks

PaperBench

AI Research Tools

Alphaxiv

Sementic Reader

Software Security

Google's 'Big Sleep' AI Project Uncovers Real Software Vulnerabilities

The company's experimental AI agent finds a previously unknown and exploitable software bug in SQLite, an open-source database engine.

https://uk.pcmag.com/ai/155143/googles-big-sleep-ai-project-uncovers-real-software-vulnerabilities

Google AI co-scientist multi agent system with

Elo Score with self-improvement

*Illustration of the different components in the AI co-scientist multi-agent system and the interaction paradigm between the system and the scientist.*

*AI co-scientist system overview. Specialized agents (***red boxes***, with unique roles and logic); scientist input and feedback (***blue boxes***); system information flow (***dark gray arrows***); inter-agent feedback (***red arrows** *within the agent section).*

Accelerating scientific breakthroughs with an AI co-scientist

Juraj Gottweis, Google Fellow, and Vivek Natarajan, Research Lead

https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/

storage.googleapis.com

https://storage.googleapis.com/coscientist_paper/ai_coscientist.pdf

Automating Scientific research experiments (future house)

Meet the Humans Building AI Scientists

A look inside FutureHouse, a nonprofit research institute in San Francisco.

https://press.asimov.com/articles/futurehouse

AI Research Agent

Ability to make a Question

Software Security

Automating Scientific research experiments (future house)

Recommendations

Ability to make a
Question