iiinova — where your digital self keeps evolving

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Ben Recht @beenwrekt.bsky.social · 15/12/2025

Since I can’t get it out of my head, I wrote up my thoughts on @kevinbaker.bsky.social's critique of AI-automated science and the logical end of processes that can't self-correct.

argmin.net

Measures as ends

Some initial thoughts on Kevin Baker's provocative "Context Windows."

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Robert Nowak @rdnowak.bsky.social · 08/09/2025

Thanks for participating and presenting your work!

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Dylan Foster 🐢 @djfoster.bsky.social · 11/08/2025

Announcing the first workshop on Foundations of Language Model Reasoning (FoRLM) at NeurIPS 2025! 📝Soliciting abstracts that advance foundational understanding of reasoning in language models, from theoretical analyses to rigorous empirical studies. 📆 Deadline: Sept 3, 2025

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Robert Nowak @rdnowak.bsky.social · 05/07/2025

“the only way to predict or to control the functioning of such systems is by an intricate system of charms, spells, and incantations”

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Robert Nowak @rdnowak.bsky.social · 25/04/2025

Looking forward to a great MMLS!

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Robert Nowak @rdnowak.bsky.social · 07/02/2025

🧵 Heard all the buzz around distilling from OpenAI models? Check out @jifanz's latest work SIEVE - showing how strategic distillation can make LLM development radically more cost-effective while matching quality.

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Dimitris Papailiopoulos @dimitrisp.bsky.social · 18/01/2025

Task vectors are akin to punchcards: you feed them to your LLM and it implements specific tasks, without in-context demonstrations. Liu's new paper examines at what scale, where in the network and when during training do they emerge, and how to encourage their emergence. arxiv.org/pdf/2501.09240

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kyunghyuncho.bsky.social @kyunghyuncho.bsky.social · 21/12/2024

feeling a but under the weather this week … thus an increased level of activity on social media and blog: kyunghyuncho.me/i-sensed-anx...

kyunghyuncho.me

i sensed anxiety and frustration at NeurIPS’24 – Kyunghyun Cho

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Francis Bach @bachfrancis.bsky.social · 21/12/2024

A happy author discovering the first hard copies

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Kaiping Chen @kaipingchen.bsky.social · 19/12/2024

🚨Excited to share our new publication @jmcquarterly.bsky.social. In our experiment, we showed promising evidence of how to design intergroup framing in news coverage to reduce conspiracy beliefs in the context of Sino-U.S. relationship👇 #journalism #scicomm journals.sagepub.com/doi/10.1177/...

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Csaba Szepesvari @skiandsolve.bsky.social · 19/12/2024

If you are into ML theory (RL or not) with a proven track record, and you are interested in an industry research position, PM me. Feel free to spread the word.

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Robert Nowak @rdnowak.bsky.social · 11/12/2024

I’ll be presenting a poster on some work on OOD detection using active learning today at 4:30pst!

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Jifan Zhang @jifan-zhang.bsky.social · 11/12/2024

Check out our poster about humor and LLMs at #2908 today in the noon poster session! I’ll have to miss it, but Rob and Lalit will both be there to chat.

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Data Science Institute @dsi-uchicago.bsky.social · 10/12/2024

We’ve extended the deadline for nominations to the Margot and Tom Pritzker Prize for AI in Science Research Excellence to January 5th, 2025! This prize celebrates exceptional contributions to AI and the natural sciences or engineering datascience.uchicago.edu/research/ai-...

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Robert Nowak @rdnowak.bsky.social · 07/12/2024

Past work has characterized the functions learned by neural networks: arxiv.org/pdf/1910.01635, arxiv.org/abs/1902.05040, arxiv.org/abs/2109.12960, arxiv.org/abs/2105.03361. But it turns out multi-task training produces strikingly different solutions! Adding tasks produces “kernel-like” solutions.

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Robert Nowak @rdnowak.bsky.social · 04/12/2024

There is a ton of interest in the question of whether AI can be be funny: www.bbc.com/future/artic.... Our paper at NeurIPS investigates the humor generation capabilities of the latest and greatest AI models using one of world’s largest humor datasets! arxiv.org/pdf/2406.10522

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Yinglun Zhu @yinglunzhu.bsky.social · 03/12/2024

I’m recruiting multiple PhD students for Fall 2025 at UCR! If you’re interested in working on efficient ML, RL, and LLMs, please apply to the UCR CS/EE PhD program. Please visit yinglunz.com for detailed information on research directions and contact instructions.

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Data Science Institute @dsi-uchicago.bsky.social · 27/11/2024

Save the Date! It is our pleasure to share that the 2025 Midwest ML Symposium will be held at the University of Chicago, June 23-24, 2025! Please stay tuned for further information about registration, accommodation, and transportation on the conference website midwest-ml.org/2025/

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Kyle Cranmer @kylecranmer.bsky.social · 25/11/2024

🚨 The University of Wisconsin—Madison has a huge faculty hiring Initiative called RISE. We expect to hire an additional 120-150 new faculty over the next 3-5 years. Focus areas are AI, sustainability, and health. Learn more: rise.wisc.edu/about/ Jobs: jobs.wisc.edu/pages/wiscon...

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Dan Roy @roydanroy.bsky.social · 22/11/2024

For those who don’t feel like they fit into my Grumpy Machine Learners list (which I still need to update based on 100+ requests) I’ve created another starter pack: go.bsky.app/Js7ka12 (Self) nominations welcome.

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Quanquan Gu @quanquangu.bsky.social · 22/11/2024

Just put together a starter pack for Deep Learning Theory. Let me know if you'd like to be included or suggest someone to add to the list! go.bsky.app/2qnppia

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Quanquan Gu @quanquangu.bsky.social · 22/11/2024

In addition to the Deep Learning Theory starter pack, I've also put together a starter pack for Reinforcement Learning Theory. Let me know if you'd like to be included or suggest someone to add to the list! go.bsky.app/LWyGAAu

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Robert Nowak @rdnowak.bsky.social · 22/11/2024

Sounds interesting. Will the focus be evaluating the performance of pre-trained models or evaluating the whole process (architecture, training, hyperparams, etc)?

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Robert Nowak @rdnowak.bsky.social · 22/11/2024

Cool! I like the application to active learning.

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Dylan Foster 🐢 @djfoster.bsky.social · 21/11/2024

As my first post on this platform, allow me to advertise the RL theory lecture notes I have been developing with Sasha Rakhlin: arxiv.org/abs/2312.16730 (shameless repost of my pinned tweet)

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