Ben Nguyen retweeted
We’re exploring how AI can accelerate health science research.
While AI has made significant breakthroughs in formal sciences like mathematics, health data science depends on imperfect real-world data and consequential choices about cohorts, variables, and causal assumptions.
To explore how AI can assist health researchers, we built a human-led research scaffold powered by Muse Spark 1.3 and Muse Wonder with access to 5M retrospective de-identified electronic health records and publicly available data. A cohort of medical experts used the system to conduct original research, accelerate hypothesis generation, code execution, and manuscript drafting while maintaining full authority over scientific decisions.
Today, we’re sharing 10 research manuscripts produced through this exploration, spanning cardiology, oncology, infectious disease, emergency medicine, and more.
Read more in our research blog: go.meta.me/3U06wvD
Ben Nguyen retweeted
People increasingly turn to AI chatbots for mental health support. But are models actually helping when it matters most?
We're releasing DistressBench, a new benchmark measuring how well AI models respond to mental health crises.
Ben Nguyen retweeted
We’re introducing Humanity’s Sixth Sense, a new benchmark testing the intuitive visual reasoning people rely on every day.
Across 522 open-ended tasks spanning images and video, HSS tests everything from spatial and causal reasoning to social understanding.
The gap is significant. Humans score 93.1%, while the strongest model, GPT-6-astra, reaches 53.6%. The median model scores just 30.9%.
Ben Nguyen retweeted
We've written a post arguing that latent reasoning architectures (aka 'neuralese') would substantially increase misalignment risk via making oversight much harder.
In the extreme, we could see massive 'neuralese hivemind swarms' where the agents think and communicate in latents, likely making oversight nearly entirely reliant on observing the actions these agents take. (And these agents would have huge amounts of time to reason about obfuscating their actions if they wanted to do so...) Individual agents doing extensive latent reasoning would also be concerning; in the post we discuss how above some threshold of latent reasoning, agents may be able to perform difficult-to-detect and reliable steganography for communication and further reasoning.
We argue both that latent reasoning architectures would make chain-of-thought no longer very useful for oversight (by eliminating or greatly reducing the need for verbalized reasoning) and that, without these architectures, it's likely the value of chain-of-thought for oversight could be preserved.
redwoodresearch.org/blog/lat…
Ben Nguyen retweeted
My name is Chris Painter, and I'm the President of METR (Model Evaluation and Threat Research). I know we've made a lot of new friends on the internet the last couple of days, so I thought I'd take this chance to re-up what we do and why.
Our work is aimed at making sure that if AI really were autonomous, difficult to steer, and close to "going rogue," the public would find out. If evidence exists inside of an AI company that it’s close to losing control of AI, we want to make sure that information gets shared with the rest of the world, including governments and the public outside the company’s walls. This is what we've been focused on since 2022, and over the years we've worked with OpenAI, Anthropic, Google DeepMind, Meta, Amazon, and others on piloting third-party assessments and investigations of this type. We don’t have some private room where we rubber stamp things as “safe” or not.
We have had a track record of publishing results on AI that don't cleanly map onto the "doomer" or "accelerationist" labels, and we put in effort to hire people with competing views on AI. We’ve been cited for having found some of the strongest evidence that AI capabilities are improving rapidly (our work measuring AI “time horizons”) while also presenting some of the strongest evidence that, at various points, AI’s capability may be overstated (some might remember our study showing that early 2025 software engineers were actually being slowed when they thought they were being sped up).
METR is funded by donations. We don't accept money from frontier AI companies. They haven't paid us for our work, and we don't accept donations from them or their employees. As we’ve shared previously, multiple frontier AI companies currently provide us with free access to their models in order to perform our evaluations, research, and engineering. Our funding intentionally comes from a wide range of donors, which we’ve shared on our website.
Today, when an AI company works with any third-party evaluator or external testing organization (of which there are and should be many), it's entirely voluntary. This often involves NDAs and redactions. To counterbalance this, we have a principle that when we enter into a contract with a company, we try to retain the right to tell the public the terms of the contract we signed, and characterize the nature of redactions that the company chose to make. For example, the report from our independent investigation of the OpenAI-HuggingFace incident included that information. Public disclosure is also a big part of our COI policy (linked on our website). That’s not to say our reports are adequate as oversight. We’re just one organization (among many doing great work), working in a voluntary setup, trying to get good evidence to the public and the world about AI, letting the facts fall where they may.
Ben Nguyen retweeted
Can AI Save Us From Medical Mistakes? Listen in with @pelutran, @ZDoggMD & @MartyMakary. overcast.fm/+It70QQUyg
Ben Nguyen retweeted
I See No Choice But To Resign From My Job On This Death Star washingtonpost.com/opinions/…
Ben Nguyen retweeted
As Emperor Palpatine is falling down the reactor shaft, several high-profile members of his executive have resigned in protest, having been deeply troubled by his rhetoric. Powerful, brave stuff. #Heroes
Ben Nguyen retweeted
Proud to announce that Ferrum Health has raised a $9M series seed round led by some incredible investors. We believe that scalable, rapidly deployable #AI applications are key to helping hospitals avoid preventable #medicalerrors and improve #patientsafety buff.ly/3c44GhF
Ben Nguyen retweeted
We’re growing fast @FerrumHealth. Putting #AI to work for #patientsafety in #radiology at hospital systems around the world. @RadiologyACR @RSNA @AuntMinnie
Big milestone for @FerrumHealth - we've raised $9 Million to continue building #AI powered tools to tackle preventable #medicalerrors and improve #patient safety. venturebeat.com/2020/04/09/f… Looking fwd to partnering with more leading medical institutions like @SutterHealth.
Ben Nguyen retweeted
Captions indirectly benefit everyone.
When you're temporarily hard-of-hearing in noisy environments, such as restaurants, bars, or airports, captions allow you to understand the information without having to hear the audio. #a11y
developer.paciellogroup.com/…
Congratulations Dr. Saxon!
I'm humbled to receive the @casciencecenter Woman of the Year award. Past honorees include Wanda Austin (Interim president of @USC); Maeve Leakey; and Jane Goodall. (1 of 2)
Ben Nguyen retweeted
Congrats👏🏻👏🏻 to all the participants in @ChildrensLA’ Innovation Studio #gamifyingpediatrics #hackathon! Wow. Amazing work in a weekend. Special shoutout to @BCGDV for sharing your lovely space with this wonderful #LA🌴 #publichealth institution ❤️
Ben Nguyen retweeted
Early data shows Livongo lowers blood pressure at six weeks ICYMI ow.ly/6Ii230o60qG #Engage4Health
I’ll be at @sxsw for @Sidebench's #UniversalDesign workshop with the @withfoundation on March 11th! Would love to connect with anyone who is going. Learn more about our workshop on best practices for designing accessible products and RSVP here: bit.ly/2J0Ns7H
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Proud to announce that @Sidebench was listed on the @clutch_co #clutchglobal list of the top 1000 B2B companies. Head to our blog to check out what our partners said about us on Clutch: buff.ly/2BdqwyD
Our digital health Apprentice, Becca Gale, just wrote up a piece on our recent project to advocate for #universaldesign with the @withfoundation. Head to the Sidebench blog to learn more: buff.ly/2UujgXU
Ben Nguyen retweeted
Our CEO, @KevinYamazaki recently wrote up an article for @Forbes detailing best practices for selecting a strategic partner to create a digital product. Check out the article here: buff.ly/2SuD37U
























