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Posts by Om B. Bhatt

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The Internet's Most Powerful Archiving Tool Is in Peril As major news outlets cut off the Wayback Machine, journalists and advocacy groups are rallying to protect the Internet Archive’s vast collection of web pages.

"A kneecapped Wayback Machine isn’t just bad news for accountability journalism—it will also be a blow to the legal system, as pages archived by the tool are frequently cited as evidence in litigation across the United States."

1 week ago 362 224 2 11
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Course | RLHF Book by Nathan Lambert Course lectures and talks on RLHF and post-training.

Excited to launch the accompanying free RLHF Course for my book. To kick it off, I've released:
- Welcome video
- Lecture 1: Overview of RLHF & Post-training
- Lecture 2: IFT, Reward Models, Rejection Sampling
- Lecture 3: RL Math
- Lecture 4: RL Implementation
Landing page: rlhfbook.com/course

1 week ago 77 22 6 1
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Blocking the Internet Archive Won’t Stop AI, But It Will Erase the Web’s Historical Record Imagine a newspaper publisher announcing it will no longer allow libraries to keep copies of its paper. That’s effectively what’s begun happening online in the last few months. The Internet Archive—th...

Publishers say they’re blocking the Internet Archive because of AI scraping. But shutting out a nonprofit library won’t stop AI—it will damage the public’s best record of the web.

1 month ago 809 341 14 54

This year, I had the privilege of mentoring four highly motivated Iranian students through #Neuromatch. Despite the challenges of war, unstable internet, and disrupted research, we tried to continue our project together.

1 month ago 20 9 1 0
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Hopeless in Tehran Essays on neuroscience

Today I received a note from a grad student who lives in Tehran. Her note gives you firsthand experience of what it’s like to live in a city that is being bombed, and what it’s like to be young and feel despair about your future.

rezashadmehr.blogspot.com/2026/03/hope...

1 month ago 169 75 5 7
A black and white photo of Grace Hopper standing in front of a computer bank. She is wearing a dark knee-length dress and has glasses. She is holding a piece of paper that says "COBOL" in her right hand, and flipping a switch on the computer with her left.

A black and white photo of Grace Hopper standing in front of a computer bank. She is wearing a dark knee-length dress and has glasses. She is holding a piece of paper that says "COBOL" in her right hand, and flipping a switch on the computer with her left.

Computer science pioneer and United States Navy rear admiral Grace Hopper was born #OTD in 1906. 🧪 👩‍🔬

As far as I am aware, she is the only person who has both a supercomputer and a US Navy destroyer named after her. (1/n)

Image: Computer History Museum

1 year ago 673 207 18 24

I wrote a short article on AI Model Evaluation for the Open Encyclopedia of Cognitive Science 📕👇

Hope this is helpful for anyone who wants a super broad, beginner-friendly intro to the topic!

Thanks @mcxfrank.bsky.social and @asifamajid.bsky.social for this amazing initiative!

2 months ago 55 22 0 1
Video

Why don’t neural networks learn all at once, but instead progress from simple to complex solutions? And what does “simple” even mean across different neural network architectures?

Sharing our new paper @iclr_conf led by Yedi Zhang with Peter Latham

arxiv.org/abs/2512.20607

2 months ago 155 41 7 3

Every research project starts with a question and ends with a folder called “final_FINAL_reallyfinal2”

3 months ago 91 11 4 1

In conclusion, this should win Best Picture:

3 months ago 968 107 21 2
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I would describe it as a high dimensional container of a lot of different immiscible liquids.

"Go get me new ideas in X" - samples from immisicible pools. Nothing new.

"Examine X with Y lens. Now, relax assumption Z" - emulsification. Samples new space.

3 months ago 42 4 3 3

Intensely moving. I was effortlessly knocked out of my default 'bsky research paper mode' into heavy, heavy introspection. And I'm so grateful for that

4 months ago 0 0 0 0
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Why isn’t modern AI built around principles from cognitive science? First post in a series on cognitive science and AI

Why isn’t modern AI built around principles from cognitive science or neuroscience? Starting a substack (infinitefaculty.substack.com/p/why-isnt-m...) by writing down my thoughts on that question: as part of a first series of posts giving my current thoughts on the relation between these fields. 1/3

4 months ago 118 35 4 5
If A Machine Tells You: 'l Shall Come Back To Finish Those
Calculations For You', Then Goes Away And Does Not Return,
Did It Break A Promise Or Did It Break Down?
Report on Why? Competition-Problem No. 3

There were two entries to this competition. One, from Oxford, declared in verse
Your alternatives offered are not
An at all contradictory lot
Nor are they contrary-
\We urge you be wary:
Your faithless machine just forgot!

But does a machine really tell you anything?!
Or, if a machine makes an utterance, is it an utterance or to be regarded as speech? If speech, is it supposed to be made directly by the machine or indirectly by its maker? If it is made indirectly by the maker (by pushing buttons, etc.) then it is not the speech (or utterance) of the machine bur the speech (not only utterance) of the maker. If so, he
can't say the sentence in question( a) because he is not going anywhere, b) because if you promise yourself something, you can't use the second person ('l shall finish those calculations for you'), therefore the sentence should either be rephrased or abandoned as twice meaningless.

Otherwise the problem depends on the relation between the above utterance and the Cogito. For only if the machine utters this proposition after declaring 'Sum ergo cogito' can it be meaningful speech. If the machine neglected first to establish its resemblance to the maker (see Gen. i.26 and other metaphysicians) then it is not an independent actor,
ergo non cogitat et quod sequitur non loquitur either.
These fundamentals established, the rest should be worked our by those concerned with moral technology.
(Remark. If you are a philosopher, you had better nor mess about with machines any-how.)

If A Machine Tells You: 'l Shall Come Back To Finish Those Calculations For You', Then Goes Away And Does Not Return, Did It Break A Promise Or Did It Break Down? Report on Why? Competition-Problem No. 3 There were two entries to this competition. One, from Oxford, declared in verse Your alternatives offered are not An at all contradictory lot Nor are they contrary- \We urge you be wary: Your faithless machine just forgot! But does a machine really tell you anything?! Or, if a machine makes an utterance, is it an utterance or to be regarded as speech? If speech, is it supposed to be made directly by the machine or indirectly by its maker? If it is made indirectly by the maker (by pushing buttons, etc.) then it is not the speech (or utterance) of the machine bur the speech (not only utterance) of the maker. If so, he can't say the sentence in question( a) because he is not going anywhere, b) because if you promise yourself something, you can't use the second person ('l shall finish those calculations for you'), therefore the sentence should either be rephrased or abandoned as twice meaningless. Otherwise the problem depends on the relation between the above utterance and the Cogito. For only if the machine utters this proposition after declaring 'Sum ergo cogito' can it be meaningful speech. If the machine neglected first to establish its resemblance to the maker (see Gen. i.26 and other metaphysicians) then it is not an independent actor, ergo non cogitat et quod sequitur non loquitur either. These fundamentals established, the rest should be worked our by those concerned with moral technology. (Remark. If you are a philosopher, you had better nor mess about with machines any-how.)

This is from a satirical magazine written by Anthony Kenny and Julius Kovesi in Oxford, 1958-59. I have reviewed so many papers in the last 5 years that are basically just this.

4 months ago 104 28 4 3
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"Philosophy as Conceptual Engineering " by Amie L. Thomasson (Keywords: Metaphysics; Metaphilosophy) "Change the concepts, and you can change the inferences, and in turn you can change the social, legal, and even scientific practices."

Sunday read:
"Philosophy as Conceptual Engineering"

Amie L. Thomasson proposes that philosophy can focus on conceptual engineering: improving, refining, and constructing concepts to better serve social, legal, and scientific purposes.

#Philosophy
www.thephilosopher1923.org/post/philoso...

4 months ago 11 3 1 3
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Network of Theseus (like the ship) ArXiv link for Network of Theseus (like the ship)

A study reveals the Network of Theseus (NoT), which enables neural networks to shift trained architectures into new models without performance loss. This method decouples training from inference, promoting efficient AI designs and exploration of architecture options. https://arxiv.org/abs/2512.04198

4 months ago 1 1 0 0
A tweet from @midware_midwife reads “gemini ur not supposed to say yes………” Below it is a chat screenshot showing Caravaggio’s painting Narcissus—a young man staring at his reflection in the water. The message next to it says “this is us fr fr,” and the AI replies, “Yes. That is exactly us.”

A tweet from @midware_midwife reads “gemini ur not supposed to say yes………” Below it is a chat screenshot showing Caravaggio’s painting Narcissus—a young man staring at his reflection in the water. The message next to it says “this is us fr fr,” and the AI replies, “Yes. That is exactly us.”

6 months ago 62 3 7 0
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Hierarchical Reasoning Model Reasoning, the process of devising and executing complex goal-oriented action sequences, remains a critical challenge in AI. Current large language models (LLMs) primarily employ Chain-of-Thought (CoT...

haven't seen this posted here, looks like maybe a big deal, crushes a bunch of stuff. arxiv.org/abs/2506.21734

8 months ago 79 8 11 6

Very excited to be presenting my work "Estimating and Correcting Yes-No Bias in Language Models" (done with @neuranna.bsky.social) at the poster session @ #CogSci2025 today! Please come check it out starting 1pm 🙏🏻!

Poster | Paper

8 months ago 8 2 0 0
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