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Accelerating AI field signal Signal 8h ago

tristanbuckmaster (@[email protected])

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
Emad Shubhendu Trivedi Andrew Curran Federico Pianzola

“Wow, Navier-Stokes drama This statement is worth reading in full from Tristan Buckmaster discussing his work with @__alpoge__ and OpenAI’s upcoming Condition C/D result (!) Crazy https://t.co/EnCVLyjgEZ https://t.co/ZLqBagNNcX https://t.co/3zFFth8uYd”

Primary source mastodon.social ↗
Developing Vision & synthetic media Resource 1d ago
⚡ 15 h early
VU Amsterdam neurosymbolic postdoc vacancy

Vacancy — Postdoc Neurosymbolic Reasoning in Multimodal World Models

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
Emile van Krieken ELLIS Shubhendu Trivedi Evangelos Kazakos

“We're hiring a postdoc on Neurosymbolic World Models in the Learning and Reasoning group! The position is together with Filip Ilievski and @cgmsnoek.bsky.social, and offers the possibility for PhD co-supervision. Feel free to reach out to us for any questio…”

“🏹 Job Alert: Postdoc Neurosymbolic Reasoning in Multimodal World Models 📍 Amsterdam 🇳🇱 ⏰ 10 October 🔗 https://workingat.vu.nl/vacancies/postdoc-neurosymbolic-reasoning-in-multimodal-world-models-amsterdam-1334226”

2 experts discussed this · 4 posts
Emile van Krieken: We're hiring a postdoc on Neurosymbolic World Models in the Learning and Reasoning group! The position is together with Filip Ilievski and @cgmsnoek.bsky.social, and offers the possibility for PhD …
Shubhendu Trivedi: We're hiring a postdoc on Neurosymbolic World Models in the Learning and Reasoning group! The position is together with Filip Ilievski and @cgmsnoek.bsky.social, and offers the possibility for PhD …
Shubhendu Trivedi: Didn't realize you had started out as a professor. Good luck and congratulations!
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Primary source workingat.vu.nl ↗
Established AI research Research 6d ago
⚡ 8 h early
emergent symbolic structure neural networks paper

The Emergent Symbolic Structure of Artificial Neural Networks

4 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered
Tom McCoy Shubhendu Trivedi

“Work done with @paulsoulos.bsky.social, @tallinzen.bsky.social, and Paul Smolensky For much more, see our paper! arxiv.org/abs/2608.29530 12/12”

4 experts discussed this · 30 posts
Tom McCoy: 🤖🧠NEW PAPER🧠🤖 (The result of an 8-year project!) LLMs seem very different from symbolic systems. Yet LLMs excel in symbolic domains (e.g., language/code/math). How do they do it? Our finding: LLM r…
Tom McCoy: Paper: arxiv.org/abs/2608.29530 We consider a variety of neural networks that perform seemingly-symbolic tasks, from small-scale models trained on simple list-manipulation tasks to LLMs performing …
Tom McCoy: Our hypothesis: The networks succeed on these tasks by implicitly building symbolic structure in vector space. What makes this hypothesis testable is the Tensor Product Representation (TPR) formali…
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Primary source arxiv.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 9 posts · 5d ago
Naomi Saphra SE Gyges Shubhendu Trivedi
Naomi Saphra: Yes, some people are worse at writing than an LLM. Those people are also usually incoherent thinkers. If they learned to write better, they would get better at thinking.
SE Gyges: Yes, some people are worse at writing than an LLM. Those people are also usually incoherent thinkers. If they learned to write better, they would get better at thinking.
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