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Just links

@j_links

That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh

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Subscribers: 6.9K
Photos: 374
Videos: 46
Links: 8K

Recent Posts 20 shown

Post #8533 429 Sep 20, 2026, 11:03 UTC

Classification of Rational c=1 Vertex Operator Algebras and Vertex Operator Superalgebras https://arxiv.org/abs/2609.00122

arXiv.org Classification of Rational $c=1$ Vertex Operator Algebras and... For mathematicians: In this first in a series of two papers, we give a mathematically rigorous classification of (sufficiently nice) $c=1$ vertex operator algebras (VOAs) and vertex operator...

Post #8532 993 Sep 17, 2026, 11:36 UTC

Choosing the Trainable Geometry for Agentic RL https://www.trajectory.ai/field-notes/choosing-the-trainable-geometry-for-agentic-rl

Trajectory Research lab and product company building the platform for continual learning.

Post #8531 1.14K Sep 16, 2026, 20:04 UTC

https://fixupx.com/qingyu_shi_/status/2100181567666901052

FixupX Qingyu (@qingyu_shi_) A list of tasks for which LLMs (mostly GPT-6 Pro) have found solutions significantly better and non-trivially different from the authors’ solutions: https://qoj.ac/blog/qingyu/blog/4412 The list is still being updated, and I'll mark all solutions I find particularly…

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Post #8530 981 Sep 16, 2026, 18:02 UTC

https://github.com/rust-lang/rust/pull/156216
If you wanted to do for loop in const in Rust now you can (in nightly)

GitHub implement const Iterator for Range by Randl · Pull Request #156216 · rust-lang/rust View all comments This allows the use of for i in i..n in const. This I believe is interesting enough to be justified under #155816 r? @oli-obk

Post #8529 1.02K Sep 16, 2026, 15:25 UTC

Dream-RSI: Recursive Self-Improvement through Evolving Worlds https://arxiv.org/abs/2609.14858

arXiv.org Dream-RSI: Recursive Self-Improvement through Evolving Worlds Recursive self-improvement is becoming increasingly vital for autonomous AI agents, where progress hinges on discovering high-value solutions across complex domains. The driver of this process is...

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Post #8528 935 Sep 16, 2026, 14:27 UTC

https://fixupx.com/creus_roger/status/2100080651214971017

FixupX Roger Creus Castanyer (@creus_roger) astra playing NetHack: - score: 48,978 - BALROG progress: 49.4% - max dungeon depth: 17 - max experience level: 14 important note: this is a cherry-picked episode (best of 10), and Astra has been able to modify its own game-playing harness no privileged…

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Post #8527 947 Sep 16, 2026, 04:17 UTC

Nature Is Our Learning Environment https://periodic.com/news/nature-is-our-learning-environment

Periodic Nature Is Our Learning Environment – Periodic Labs Scientific midtraining and reinforcement learning on our lab data make Periodic Neon the Pareto-optimal model for challenging XRD analysis.

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Post #8526 962 Sep 15, 2026, 20:26 UTC

Story Imprinting: AI Assistants Absorb Traits from Human Characters They Resemble https://arxiv.org/abs/2609.10883

arXiv.org Story Imprinting: AI Assistants Absorb Traits from Human... Language models are trained to implement a helpful AI Assistant character (e.g., Claude). We explore how finetuning on synthetic stories affects this character. Does it change the Assistant's...

Post #8525 942 Sep 15, 2026, 19:59 UTC

CheatBench: Measuring Reward Gaming in AI Agents https://www.cheatbench.ai/

Post #8524 1.29K Sep 15, 2026, 19:12 UTC

Just links https://fixupx.com/jsuarez/status/2099512196304925161

https://fixupx.com/finlay_sanders/status/2099518352536305850

📰 Article • FixupX Beating AutoAscend’s NetHack Challenge Score with RL NetHack is a game of long horizons, partial observability, and brutal interactions that can end a run with little warning. This is rough if you're learning to play, but makes for an unbelievably

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Post #8523 1.04K Sep 15, 2026, 18:59 UTC

https://fixupx.com/jsuarez/status/2099512196304925161

📰 Article • FixupX The 5 Coolest RL Results in PufferLib 5.0 5. Multitask Drone Policies One single policy is able to both race and arrange into several different formations. Brought to you by our intern, Fin. Or should I say fintern... very appropriate for

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Post #8522 930 Sep 15, 2026, 10:28 UTC

An algorithm to generate two-dimensional critical lattice models using competing anyon condensation https://www.nature.com/articles/s41567-026-03438-6

Nature An algorithm to generate two-dimensional critical lattice models using competing anyon condensation Nature Physics - Conformal field theories have a central role in statistical and high-energy theoretical physics. An algorithm to systematically generate critical lattice models described by...

Post #8521 965 Sep 15, 2026, 10:21 UTC

How Good Are Frontier Models at Physics? Expert Re-Grading Reveals Broken Evaluations and Near-Saturation of Leading Benchmarks https://arxiv.org/abs/2609.13009

arXiv.org How Good Are Frontier Models at Physics? Expert Re-Grading Reveals... Low reported scores on leading physics benchmarks, including those featured in the Artificial Analysis Intelligence Index (2026), suggest that frontier language models still struggle with advanced...

Post #8520 960 Sep 14, 2026, 18:29 UTC

Forwarded from Сверхпроводниковые квантовые технологии ❄️

This post (sticker, poll or similar) has no web preview. Open in Telegram

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Post #8519 1.14K Sep 13, 2026, 20:25 UTC

Convergence Accelerators, or Why Most Foundation Model Findings from Academia Don’t Survive https://mlechner.substack.com/p/convergence-accelerators-or-why-most

Substack Convergence Accelerators, or Why Most Foundation Model Findings from Academia Don’t Survive Let me get one thing out there first.

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Post #8518 1.41K Sep 11, 2026, 18:26 UTC

https://neocognition.io/blog/apprentice-bench/

NeoCognition ApprenticeBench The first end-to-end benchmark of computer use, continual learning, and long-horizon agentic capabilities, set in a real job.

Post #8517 1.42K Sep 11, 2026, 18:11 UTC

https://chessbench-ai.github.io/

chessbench-ai.github.io ChessBench — AI Chess Leaderboard Compare AI models by ChessBench rating. Explore benchmark results, methodology, and complete model-vs-model chess replays.

Post #8516 1.48K Sep 11, 2026, 04:59 UTC

Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain https://arxiv.org/abs/2604.08407

arXiv.org Your Agent Is Mine: Measuring Malicious Intermediary Attacks on... Large language model (LLM) agents increasingly rely on third-party API routers to dispatch tool-calling requests across multiple upstream providers. These routers operate as application-layer...

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Post #8515 1.4K Sep 11, 2026, 04:46 UTC

https://cognition.com/blog/factoring-rsa-260

Cognition Factoring RSA-260 How Devin and a Cognition researcher built the world’s highest-performance GPU lattice siever, to make factoring numbers 10x cheaper than the previous…

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Post #8514 1.43K Sep 10, 2026, 08:12 UTC

Boxer: Robust Lifting of Open-World 2D Bounding Boxes to 3D https://arxiv.org/abs/2604.05212

arXiv.org Boxer: Robust Lifting of Open-World 2D Bounding Boxes to 3D Detecting and localizing objects in space is a fundamental computer vision problem. While much progress has been made to solve 2D object detection, 3D object localization is much less explored and...

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How can I read @j_links without a Telegram account?: TGViewer shows the public web preview Telegram publishes for Just links: recent posts, photos, videos and the subscriber count, with no app, login or account.
How many subscribers does Just links have?: Just links (@j_links) has 6.9K subscribers on Telegram, refreshed roughly every 30 minutes.
Does Just links know I viewed it here?: No. Public channel previews carry no viewer identity, and TGViewer has no accounts or tracking of what you look up.