Top AI Papers you Can't miss from last Week: We summarized everything from RL vs. SFT training, Hallucination Mitigation with Multi-agent systems, Microsoft's New FP4 Quantization, and more. Here's everything you need to know:
AGENTS
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Agentic Performance and GAIA Benchmark Analysis
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With an agentic setup, quite obvious that scores would increase! The comparison against other agents on the GAIA benchmark is more interesting.
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Deep Research Agent: Simple o3 Model for Web Browsing and Code
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Deep Research is an extremely simple agent — an o3 model which can browse the web and execute python code — and is already quite useful.
— Greg Brockman (@gdb) 3 février 2025
It's been eye-opening how many people at OpenAI have been using it as a much better e-commerce search in particular. https://t.co/OuhxpxrBbPDeep Research is an extremely simple agent — an o3 model which can browse the web and execute python code — and is already quite useful. It's been eye-opening how many people at OpenAI have been using it as a much better e-commerce search in particular.
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Building an LLM Council with Debate and ELO-Based Chair Selection
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This is cool! I want to build something like it too because I want my LLM council. First they all run, then they debate, and then the chair of the council (the highest ELO model) works out the final response.
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Deep Research Agent Launches: Expert AI On Demand
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today we launch deep research, our next agent. this is like a superpower; experts on demand! it can go use the internet, do complex research and reasoning, and give you back a report. it is really good, and can do tasks that would take hours/days and cost hundreds of dollars.
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ChatGPT Launches Deep Research Agent for Autonomous Work
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Today we are launching our next agent capable of doing work for you independently—deep research.
— OpenAI (@OpenAI) 3 février 2025
Give it a prompt and ChatGPT will find, analyze & synthesize hundreds of online sources to create a comprehensive report in tens of minutes vs what would take a human many hours. pic.twitter.com/03PPi4cdqiToday we are launching our next agent capable of doing work for you independently—deep research. Give it a prompt and ChatGPT will find, analyze & synthesize hundreds of online sources to create a comprehensive report in tens of minutes vs what would take a human many hours.
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OpenAI Launches Deep Research Agentic Capability in ChatGPT
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“Today we’re launching deep research in ChatGPT, a new agentic capability that conducts multi-step research on the internet for complex tasks. It accomplishes in tens of minutes what would take a human many hours.” https://
openai.com/index/introduc
ing-deep-research/
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AI Agents Automate Research Reports From Search Queries
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If someone was using Google search for you and came back with a full research report from hours of searches
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OpenAI Launches Deep Research Autonomous Assistant Tool
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OpenAI just launched an autonomous research assistant, Deep Research. We've been testing it for a few days @Every and it's like a bazooka for the curious mind: – Give it a question, and it will autonomously search the web (or provided sources) to compile an answer
– It does