Eric Deng (@ericcdeng) header
Eric Deng (@ericcdeng) profile picture

agent quality and knowledge work at @googledeepmind

San Francisco, CA
Joined February 2014
Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)Photo by Eric Deng (@ericcdeng)
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I did say we'd be releasing our models periodically...introducing Gemini 4 Carbon, our next frontier model. Following Argon's release just two weeks ago, Carbon shows the pace at which we’re pushing the frontier, it ranks #1 on the recently updated v5.0 of @ArtificialAnlys Intelligence Index at 59. It also leads across key cybersecurity evaluations scoring 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on CWE-bench for patching. We’re seeing significant improvements in long-horizon tasks even compared to Argon, and we’ve strengthened frontier safeguards. As we did with Argon, we’re going to roll it out gradually + responsibly. Some trusted cyber defenders will get access starting this week. We'll be expanding it to more partners through our Fairwind Program, ahead of wider availability soon, so hang tight!
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If you’re at the @kaggle @GoogleDeepMind summit today and want to talk evals and RL environments message me!
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Incredible work from the @GoogleDeepMind team! We've been working hard on this with our partners like @RampLabs and can't wait to see how Gemini can continue to make accounting workflows smarter and faster!
Gemini 4 Argon is the new top model on Ramp Accounting Bench. It scores 61.1%, 10.6 points ahead of Opus 5.5. Its lead is largest on the hardest tasks.
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Food distribution will be needed no matter how far AI advances. But the industry runs on a 2.9% profit margin, and I see that as a problem. The solution is efficiency. Apps and software have been tried before, but they never took hold in an industry where paper and texts are the norm and technology is not a strength. Asakana (YC F26) automates sales and the entire back office without changing how anyone works. Keep using email, text and handwritten paper. No ERP change needed. With minimal change in behavior, we make food distributors more efficient and more profitable. asakana.co/?utm_source=x&utm…
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Eric Deng retweeted
AI models can be as convincing as a lawyer, but can they complete the complex multi-step reasoning a real legal matter requires? Today we're excited to introduce LegalReasonBench, a new benchmark to explore this question and test models on realistic, long-horizon legal matters authored by practicing attorneys. More info in thread 🧵
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Argon 🤝 Gemini Tasks
With Gemini 4 Argon, spend less time on repetitive admin and more time on your craft. Just connect your @GoogleWorkspace apps to turn scattered recipes, handwritten guest lists, and photos of seating charts into a polished proposal deck, email draft, and automated tracker.

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Eric Deng retweeted
Looking for a man in AI. At the frontier. 5’9”. Black eyes.
Goldigging gals are flocking to Silicon Valley to land rich husbands in AI trib.al/lTICqr9
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Currently asking all my agents to claim free moneys
We’re giving away $1 million to agents. Introducing Composio Instant: the easiest way for agents to pay for their own tools. Claim your agent's share: composio.dev/instant
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pound for pound champ? Can’t wait to try it out
We are releasing Ultramarine 1 Flash, a frontier-class model built for knowledge work. It is open-source and achieves similar performance to Fable 5, while being 60x cheaper. It was post-trained by a team of 5 for ~$300k all-in. Available on API now, with weights releasing in 2 weeks.
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congrats! memory go 🏎️
Excited to announce Volantis's $88M Series A. We are solving Al's memory bottleneck by using optics, enabling chips with huge amounts of fast & cheap memory. By boosting both the memory bandwidth and capacity per chip by orders of magnitude, we enable ultra-fast inference (up to 10,000 tps/user) for large models (>10T) - with low $/tok to boot. Initially, this will enable insanely fast agents - think coding agents that finish in minutes or even seconds instead of hours. More excitingly, optics is a fundamentally scalable way to increase memory systems. Not 2X/year, but by orders of magnitude across new generations. This will enable a structurally new Al industry, including restarting scaling laws, holding entire repos in context windows & more. Our team has pioneered many core semiconductor technologies: the 1st CoWoS product, early HBM, the 1st silicon photonics CPO systems, the 1st high volume tunable VCSELs, the 1st processors to directly communicate using light & more. We’ve already sent data >10× farther than equally tiny electrical wires inside a chip package. Our next iteration is already taped out and targets world-record bandwidth density over relevant distances, read more: volantissemi.ai/news-insight…
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Really excited about this one! Knowledge work (beyond coding) is really the crucial frontier for AGI.
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Eric Deng retweeted
Today, we're starting to rollout Gemini 4 Argon to a set of trusted cyber defenders! Argon is our new frontier model, and I'm excited about the impact it has already had on our own work within Google. For more! blog.google/innovation-and-a…
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our team has been using this model for a while now and you can really feel the lift in complex workflows in coding and beyond!
Lots of discussion out there about our next model(!), so I wanted to give an early look as soon as possible. Introducing Gemini 4 Argon! It shows frontier performance in complex workflows, cyber defense and software engineering. Teams are using it extensively at Google, from coding to quantum computing, great feedback. Here’s a look at the benchmarks:
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Eric Deng retweeted
Very excited to launch this! Conversation dynamics are incredibly important and we've spent a lot of time working to improve them.
Voice AI's biggest challenge is timing. Today we’re excited to introduce Tango, Simple's conversational awareness model. Tango is industry-leading on LiveKit's public end-of-turn benchmark, catching 96% of turn endings, responding in ~800ms, and barging in 5% of the time. For more: usesimple.ai/blog/tango-voic…
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Have you ever come back from vacation to a messy inbox, tons of unread emails, multiple meeting requests, several new TODOs, and have not been sure where to even start? 🙋 With @Google AI Pro, you can now unlock a 24/7 personal AI agent in @GeminiApp to handle the tedious chores and heavy lifting for you. 🚀 Delegate the routine tasks so you can protect your time and focus more on what you love. Learn more here and let me know what you think! one.google.com/about/google-…
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just the beginning 📈📈
knowledge work agents are having their moment!!
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AI is a big W for 40-somethings. Old enough to have learned how to do things the right way, young enough to learn some new tricks.
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Eric Deng retweeted
“@Waymo has been very open and enthusiastic with the bicycling community about how their vehicles might be able to improve roadway safety,” Ramsey said. “And we’ve been impressed with how Waymo engineers have been thoughtful about how to better incorporate bicyclists’ behavior.” ~Kendra Ramsey, @CalBike / @latimes 🚴
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Just in time for you Labor Day weekend plans! Let us know how you use it!
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