CRITICAL//Consensus

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Апошнія публікацыі ў групе "CRITICAL//Consensus"

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/g/‘s Tech Memes

24.02.202519:00

the dialup modem handshake is back in play

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20.02.202518:40

Links for 2025-02-20

AI

1. Evo 2, a DNA foundation model trained on 9T DNA base pairs, with state-of-the-art performance across a wide variety of biologically relevant tasks https://blogs.nvidia.com/blog/evo-2-biomolecular-ai/

2. Like human brains, large language models reason about diverse data in a general way https://news.mit.edu/2025/large-language-models-reason-about-diverse-data-general-way-0219

3. Magma: A Foundation Model for Multimodal AI Agents https://arxiv.org/abs/2502.13130

4. From Informal to Formal -- Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs https://arxiv.org/abs/2501.16207

5. Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning https://arxiv.org/abs/2502.07154

6. NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions https://arxiv.org/abs/2502.13124

7. Learning to Reason at the Frontier of Learnability https://arxiv.org/abs/2502.12272

8. Scaling Test-Time Compute Without Verification or RL is Suboptimal https://arxiv.org/abs/2502.12118

9. Go Grok Yourself https://www.lesswrong.com/posts/WNYvFCkhZvnwAPzJY/go-grok-yourself

10. The Ultra-Scale Playbook: Training LLMs on GPU Clusters https://huggingface.co/spaces/nanotron/ultrascale-playbook

11. Europe risks becoming a ‘museum' if it doesn't innovate in AI and deregulate, Swedish PM warns https://www.nbcnewyork.com/news/business/money-report/europe-risks-becoming-a-museum-if-it-doesnt-innovate-in-ai-and-deregulate-swedish-pm-says/6156931/

Brains and Intelligence

1. How to Make Superbabies https://www.lesswrong.com/posts/DfrSZaf3JC8vJdbZL/how-to-make-superbabies

2. Have you ever been curious about how we might map entire mammalian brains with sufficient resolution to capture synaptic connections between neurons? Comparative prospects of imaging methods for whole-brain mammalian connectomics https://www.cell.com/cell-reports-methods/fulltext/S2667-2375(25)00024-4

3. A two-and-a-half-year-old girl shows no signs of a rare genetic disorder, after becoming the first person to be treated for the motor-neuron condition while in the womb. https://www.nature.com/articles/d41586-025-00534-0 [no paywall: https://archive.is/Cefrd]

Technology

1. Microsoft announces quantum computing breakthrough with new Majorana 1 chip https://news.microsoft.com/source/features/ai/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing/

2. Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity https://arxiv.org/abs/2502.13063

3. Catalytic Computing Taps the Full Power of a Full Hard Drive https://www.quantamagazine.org/catalytic-computing-taps-the-full-power-of-a-full-hard-drive-20250218/

Math and Philosophy

1. Tegmark's Mathematical Universe Defeats Most Proofs Of God's Existence https://www.astralcodexten.com/p/tegmarks-mathematical-universe-defeats

2. Simple proofs: Pi is transcendental https://mathscholar.org/2025/02/simple-proofs-pi-is-transcendental/

3. Paul Erdős didn't understand the Monty Hall Problem and got really mad at the explanation https://www.reddit.com/r/math/comments/181lrm0/comment/kadz7tz/

Пераслаў з:

Hyperborean memes

20.02.202513:58

Hyperborean Landian Future

19.02.202514:39

19.02.202502:28

Galactocosmic Ontological Disorder

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19.02.202500:18

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Axis of Ordinary

18.02.202510:02

Links for 2025-02-16

AI

1. Stanford researchers crack Among Us: Remarkable new work trains LLMs to master strategic social deduction through multi-agent RL, doubling win rates over standard RL. https://socialdeductionllm.github.io/

2. SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models https://arxiv.org/abs/2502.09604

3. AI model deciphers the code in proteins that tells them where to go https://news.mit.edu/2025/ai-model-deciphers-code-proteins-tells-them-where-to-go-0213

4. AI used to design a multi-step enzyme that can digest some plastics https://arstechnica.com/science/2025/02/using-ai-to-design-proteins-is-now-easy-making-enzymes-remains-hard/

5. Musk: "Grok 3 release with live demo on Monday night at 8pm PT. Smartest AI on Earth." https://x.com/elonmusk/status/1890958798841389499

6. EnigmaEval: A collection of long, complex reasoning challenges that take groups of people many hours or days to solve. The best AI systems score below 10% on normal puzzles, and for the ones designed for MIT students, AI systems score 0%. https://scale.com/leaderboard/enigma_eval

7. Introducing Prime Intellect’s Protocol & Testnet: A peer-to-peer compute and intelligence network https://www.primeintellect.ai/blog/protocol

8. Finally, hard data on a real-world AI business use case: It’s huge for customer service https://sherwood.news/tech/finally-hard-data-on-a-real-world-ai-business-use-case-its-huge-for-customer/

9. OmniParser V2 can turn any LLM into an agent capable of using a computer https://www.microsoft.com/en-us/research/articles/omniparser-v2-turning-any-llm-into-a-computer-use-agent/

10. This DARPA-backed startup banked $100 million for its energy-slashing analog chips https://www.fastcompany.com/91278505/encharge-ai-banks-100-million-for-its-energy-slashing-analog-chips

Robots

1. Meta Plans Major Investment Into AI-Powered Humanoid Robots https://www.bloomberg.com/news/articles/2025-02-14/meta-plans-major-investment-into-ai-powered-humanoid-robots [no paywall: https://archive.is/TA8fq]

2. China’s electric vehicle giants are betting big on humanoid robots https://www.technologyreview.com/2025/02/14/1111920/chinas-electric-vehicle-giants-pivot-humanoid-robots/ [no paywall: https://archive.is/GXeYf]

3. China registers over 450,000 smart robotics firms https://www.chinadaily.com.cn/a/202502/10/WS67a99669a310a2ab06eab353.html

Computer science

1. A formalization of Gowers’ no-coincidence principle: If a highly unlikely or “outrageous” coincidence appears in a mathematical or computational context, there should be an underlying structural explanation for it rather than it being a mere accident. https://www.lesswrong.com/posts/Xt9r4SNNuYxW83tmo/a-computational-no-coincidence-principle

2. Generalized Transformers from Applicative Functors, by Tuomas Laakkonen https://cybercat.institute/2025/02/12/transformers-applicative-functors/

3. The Hundred-Page Language Models Book https://thelmbook.com/

4. bytecode interpreters for tiny computers https://dercuano.github.io/notes/tiny-interpreters-for-microcontrollers.html

5. New Book-Sorting Algorithm Almost Reaches Perfection https://www.quantamagazine.org/new-book-sorting-algorithm-almost-reaches-perfection-20250124/

Science and Technology

1. Does X cause Y? An in-depth evidence review https://www.cold-takes.com/does-x-cause-y-an-in-depth-evidence-review/

2. Neuralink competitor Paradromics secures investment from Saudi Arabia’s Neom https://www.cnbc.com/2025/02/12/neuralink-competitor-paradromics-partners-with-saudi-arabias-neom.html

3. “How can a brain disease increase creativity? First, we derive a brain circuit for creativity from studies of creative tasks demonstrating that they share reduced activity in the right frontal pole.” https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2830230

4. Scientists have a new explanation for the last two years of record heat https://www.washingtonpost.com/climate-environment/2025/02/14/global-warming-acceleration-clouds/ [no paywall: https://archive.is/1bwYx]

15.02.202523:33

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Axis of Ordinary

15.02.202522:50

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