Actually if you want to know what the real ‘secret’ is 😀 it’s world-class research AND world-class engineering AND world-class infra all working closely together with relentless focus and intensity…Oriol Vinyals (@OriolVinyalsML):The secret behind Gemini 3?Simple: Improving pre-training & post-training 🤯Pre-training: Contra the popular belief that scaling is over—which we discussed in our NeurIPS '25 talk with @ilyasut and @quocleix—the team delivered a drastic jump. The delta between 2.5 and 3.0 is https:/ ...

Aidan Toner-Rodgers shot to academic fame in a field hungry for new insights and revelatory research. But a computer scientist thought something seemed off. https://t.co/9RBCcHlWRI ...

Model Performance - Gemini 3 demonstrates extremely strong performance across various benchmarks, achieving state-of-the-art results in multiple areas [1] - Gemini 3 excels in tasks relevant to building agents, particularly in long horizon planning (Vending bench 2), terminal-based coding (Terminal Bench 2), and real-world contextual tasks like customer support (Sierra Tow Squared Bench) [2][3] Deep Agent Harness & Tool Utilization - The Deep Agent harness, an open-source tool, is used to test Gemini 3's agent-building capabilities, featuring built-in tools for planning, sub-agent delegation, and file system manipulation [3][4] - Gemini 3 effectively utilizes native tools within the Deep Agent harness, including file manipulation, planning, and sub-agent delegation, for tasks like research [18] - The agent successfully plans tasks, writes files, initiates sub-agents, analyzes results, updates to-dos, and generates final reports with citations [7][8] Research Task & Workflow - A research task is implemented using Gemini 3 within the Deep Agent harness, demonstrating the model's ability to perform complex tasks [5] - The research agent workflow involves creating to-dos, writing the research request to a file, initiating a sub-agent for research, analyzing results, and writing a final report [6][7] - The agent effectively uses a custom research sub-agent to isolate context, conduct in-depth research, and return results to the parent agent [15] Implementation & Customization - Gemini 3 can be easily integrated into existing workflows using Langchain and the Deep Agent harness [12][13] - The Deep Agent harness allows for customization through custom tools, instructions, and sub-agents, enabling users to tailor the agent to specific use cases [4][11] - The provided quick start repository offers instructions and code for running Gemini 3 with the Deep Agent harness, facilitating experimentation and customization [9][10]

Britain has a strong research base in the field. Can it turn this into a lasting advantage? https://t.co/1P5vtehylS ...

These are rare books, so a lot of them are pretty obscure. >> If Atwood can see around corners, it's because her visions have historical precedent. They come rooted in actual events.At the Thomas Fischer Rear Book Library in Toronto at what is archived stacks of her research, that is the hundreds of news clippings that substantiate her plots. So, this is folder upon folder of your research >> for Handmaid's Tail. >> Oh, yeah.Lots of it. She writes by a strict rule. If it didn't happen somewhere at some time ...

Research Importance - Research makes life better massively [1] - The United States does research really well [1] University & Research - Universities research makes life better [1] - Attack on universities is a tragic blunder [1]

Read the full research below:https://t.co/Fkp3APwm4q ...

See the full research:https://t.co/ol2Z1fTAmr ...

So this is your lab. Yes. This is where we >> inside the labs where scientists are conducting life-saving research they worry will become collateral damage in a political war between the White House and the nation's elite universities including Harvard.The attack on universities is a tragic blunder for all the foibless of universities and there are many universities research makes life better massively so. Why would you want to it. ...

Analyze faster. Research Deeper.Whether you’re examining an asset, vetting a new investment opportunity, or exploring a new sector, Deep Research delivers.Check it out → https://t.co/jApkQemsSS ...