Shlomi Hod @hodthoughts
Responsible AI. Previously, @BUCompSci @opendp_org @Columbia @Twitter. shlomi.hod.xyz Berlin, Germany Joined March 2022-
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Very happy to share our paper with Adam Smith and Jon Ullman (@thejonullman) on the “sample complexity” of membership inference (MIA). We ask: Is the number of data typically used in practice enough to build strongest possible MIAs? 🧵 link: arxiv.org/abs/2508.19458
NEW: Anthropic will start training its AI models on user data, including new chat transcripts & coding sessions, unless users choose to opt out by 9/28 (it's a pop-up window that will give you the choice). It’s also extending its data retention to 5 years. theverge.com/anthropic/7675…
LLM adoption among US workers is closing in on 50%. Meanwhile labor productivity growth is lower than in 2020. Many counter-arguments can be made here, e.g. "they don't know yet how to be productive with it, they've only been using for 1-2 years", "50% is still too low to see…
LLM adoption among US workers is closing in on 50%. Meanwhile labor productivity growth is lower than in 2020. Many counter-arguments can be made here, e.g. "they don't know yet how to be productive with it, they've only been using for 1-2 years", "50% is still too low to see…
The OpenDP Community Meeting registration site will be available soon! In the meantime, big THANKS to our newly added sponsors @CapitalOne , @Google , @Meta , and @Apple in addition to @Microsoft and @oblivious_AI for your generous support! sites.harvard.edu/opendp/events/…
The biggest scandal in AI energy right now deserves to be xAI's data center running 35 methane gas turbines that don't need air permits because "temporary" and don't have catalytic reduction pollution controls installed because... they just didn't bother? simonwillison.net/2025/Jun/12/xa…
In the absence of federal action, the states have led the way for years on pushing forward common sense AI policy. This is really not good.
📣 The rushed integration of AI into everything is a major threat to privacy, as we've been saying. Microsoft Recall is a great (not great!) example of exactly why--it screenshots everything on your desktop, to give AI the data to tell you...what you were doing on desktop.…
📣 The rushed integration of AI into everything is a major threat to privacy, as we've been saying. Microsoft Recall is a great (not great!) example of exactly why--it screenshots everything on your desktop, to give AI the data to tell you...what you were doing on desktop.…
🌍 Help shape the future of IEEE SaTML! We are on the hunt for a 2026 host city - and you could lead the way. Submit a bid to become General Chair of the conference: forms.gle/vozsaXjCoPzcbt…
transparency in AI is dying: no evals, no release notes, just vibes and more bad naming
transparency in AI is dying: no evals, no release notes, just vibes and more bad naming
New working paper: Could AI leapfrog the web? Only 37% of sub-Saharan Africans use the internet. Cost is the #1 constraint. In a study with 469 teachers in Sierra Leone, we find AI works better than the web--and is 87% cheaper. arxiv.org/abs/2502.12397 Let's dive in... 🧵(1/X)
What are 3 concrete steps that can improve AI safety in 2025? 🤖⚠️ Our new paper, “In House Evaluation is Not Enough” has 3 calls-to-action to empower independent evaluators: 1️⃣ Standardized AI flaw reports 2️⃣ AI flaw disclosure programs + safe harbors. 3️⃣ A coordination…
After 6+ months in the making and burning over a year of GPU compute time, we're super excited to finally release the "Ultra-Scale Playbook" Check it out here: hf.co/spaces/nanotro… A free, open-source, book to learn everything about 5D parallelism, ZeRO, fast CUDA kernels,…
🚨Great Models Think Alike and this Undermines AI Oversight🚨 New paper quantifies LM similarity (1) LLM-as-a-judge favor more similar models🤥 (2) Complementary knowledge benefits Weak-to-Strong Generalization☯️ (3) More capable models have more correlated failures 📈🙀 🧵👇
Scientific alert: OpenAI’s apparently impressive results with o3 on FrontierMath should be taken with a huge grain of salt. - OpenAI had access to the problems and solutions. - We don’t know what they trained on. - We don’t know what problem-tailored validation or data…
Scientific alert: OpenAI’s apparently impressive results with o3 on FrontierMath should be taken with a huge grain of salt. - OpenAI had access to the problems and solutions. - We don’t know what they trained on. - We don’t know what problem-tailored validation or data…
Congratulations to #ACMFellow Cynthia Dwork on receiving the prestigious National Medal of Science! The honor recognizes her renowned contributions to the science of cryptography, distributed computing, algorithmic fairness, and differential privacy: bit.ly/3BXsnuZ
using LLMs in predefined workflows makes a lot of sense. using them to discover the workflow on its own doesn’t work (agent). had to build a way to fetch manuals (pdfs) from websites, some websites required you to fill in an input field which came from another source, this often…
New Paper Alert! How can AI innovation improve social outcomes? @ds_wats0n Luciano Floridi and I @oiioxford introduce “Sociotechnical Pragmatism” - a robust stance for policymakers seeking to reap the benefits of AI while managing the risks link.springer.com/article/10.100… 🧵 1/10
I've been thinking about Privacy & LLMs work for 2025 - here are 5 research directions and some key papers on privacy/memorization to get started: 🧵
how come nobody is talking about how much shittier eng on-calls are thanks to blind integrations of AI-generated code? LLMs are great coders but horrible engineers. no, the solution is not “prompt the LLM to write more documentation and tests” (cont.)
📢 Exciting Job Opportunities at the EU AI Office! The new 🇪🇺 European AI Office is looking for professionals with legal and policy backgrounds to join their team & support the implementation of the #AIAct. Learn more and apply now ⤵️!

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