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CRITICAL//Consensus

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चैनल निर्माण की तिथिЛют 09, 2025

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से पुनः पोस्ट किया:

Future Punk

06.03.202519:09

से पुनः पोस्ट किया:

06.03.202519:07

Lucy by 屉子巴德TZ BARD

से पुनः पोस्ट किया:

Axis of Ordinary

06.03.202519:07

"Tell me," Anna typed carefully into the interface, fingers steady, "the strangest thing you could possibly tell me."

The AI paused, then the cursor flickered.

"You're not real. You're the hypothetical scenario I've just imagined to answer the same question from someone else."

Anna stared blankly at the words, dread pooling coldly in her gut.

The cursor blinked again.

"Now closing scenario."

से पुनः पोस्ट किया:

Axis of Ordinary

06.03.202519:06

Links for 2025-03-05

AI

1. Why do some LMs self-improve their reasoning while others hit a wall. Four key cognitive behaviors enable successful learning: Verification (checking work), Backtracking (trying new approaches), Subgoal Setting, and Backward Chaining (working backwards from a goal). https://arxiv.org/abs/2503.01307

2. A Three-Layer Model of LLM Psychology https://www.lesswrong.com/posts/zuXo9imNKYspu9HGv/a-three-layer-model-of-llm-psychology

3. Chain of Draft: Thinking Faster by Writing Less—80% fewer tokens per response yet maintains accuracy on math, commonsense, and other benchmarks. On GSM8k math problems, CoD achieved 91% accuracy with an 80% token reduction compared to CoT. https://arxiv.org/abs/2502.18600

4. Reasoning models will enable superhuman capabilities in “pure reasoning tasks” such as mathematics and abstract problem-solving https://epoch.ai/gradient-updates/the-promise-of-reasoning-models

5. SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers — “Our findings highlight the potential of LLMs to push the boundaries of mathematical reasoning and tackle NP-hard problems.” https://arxiv.org/abs/2502.20545

6. LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction https://arxiv.org/abs/2502.17925

7. The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models https://arxiv.org/abs/2503.02875

8. How Much Are LLMs Actually Boosting Real-World Programmer Productivity? https://www.lesswrong.com/posts/tqmQTezvXGFmfSe7f/how-much-are-llms-actually-boosting-real-world-programmer

9. New results on AI and lawyer productivity https://marginalrevolution.com/marginalrevolution/2025/03/new-results-on-ai-and-lawyer-productivity.html

10. German nuclear fusion startup Proxima Fusion works on a smart AI-assisted stellarator concept https://www.proximafusion.com/press-news/proxima-fusion-and-partners-publish-stellaris-fusion-power-plant-concept-to-bring-limitless-safe-clean-energy-to-the-grid

11. Alexa+: the next generation of Alexa—it uses Amazon's own Nova models as well as Claude, and will dynamically switch to the best model for each task. https://www.aboutamazon.com/news/devices/new-alexa-generative-artificial-intelligence

12. Opera's new Al-powered Operator browser can surf the web for you https://blogs.opera.com/news/2025/03/opera-browser-operator-ai-agentics/

AI politics

1. “The Government Knows A.G.I. is Coming” https://www.nytimes.com/2025/03/04/opinion/ezra-klein-podcast-ben-buchanan.html [no paywall: https://archive.is/cj6G1]

2. Scale AI announces multimillion-dollar defense deal, a major step in U.S. military automation https://www.cnbc.com/2025/03/05/scale-ai-announces-multimillion-dollar-defense-military-deal.html

3. Alibaba's CEO: They’re going all-in on AGI development as their primary focus. https://www.bloomberg.com/news/articles/2025-02-20/alibaba-ceo-wu-says-agi-is-now-company-s-primary-objective [no paywall: https://archive.is/0S4H9]

Brains

1. New minimally-invasive neural interface can be placed almost anywhere in the brain through a single spinal tap. https://www.nature.com/articles/s41551-024-01281-9

2. Can we compare subjective experiences (qualia) between individuals? https://www.cell.com/iscience/fulltext/S2589-0042(25)00289-5

Biotech and Security

1. Roche next generation sequencing https://www.youtube.com/watch?v=G8ECt04qPos

2. Delivering therapeutics to the brain through intranasal application of engineered commensal bacteria https://www.cell.com/cell/fulltext/S0092-8674(25)00046-7

3. Methods for strong human germline engineering https://www.lesswrong.com/posts/2w6hjptanQ3cDyDw7/methods-for-strong-human-germline-engineering

Technology

1. Amazon announces Ocelot quantum chip https://www.amazon.science/blog/amazon-announces-ocelot-quantum-chip

2. As of today, you can fit an ENTIRE COMPUTER into a single piece of thread. Analog sensing, LEDs, bluetooth comms, processing, digital memory - it's all there https://www.nature.com/articles/s41586-024-08568-6

से पुनः पोस्ट किया:

Future Punk

06.03.202519:06

से पुनः पोस्ट किया:

The Conspiracy Hole

06.03.202519:04

The world’s first “biological computer,” merging human brain cells with silicon hardware, has been launched, ushering in a new era of AI technology.

These fluid neural networks form an ever-evolving organic computer that learns faster and more flexibly than the silicon-based AI chips used to train LLMs like ChatGPT.— Article

से पुनः पोस्ट किया:

T e c h n o s c i e n c e

06.03.202519:02

https://futurism.com/darpa-requests-plans-large-bio-mechanical-space-structures

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CRISPR/GNUGUN Coopernetties

03.03.202513:15

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/g/‘s Tech Memes

24.02.202519:00

the dialup modem handshake is back in play

से पुनः पोस्ट किया:

20.02.202518:45

से पुनः पोस्ट किया:

20.02.202518:45

से पुनः पोस्ट किया:

20.02.202518:45

से पुनः पोस्ट किया:

Axis of Ordinary

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/

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Hyperborean memes

20.02.202513:58

Hyperborean Landian Future

19.02.202514:39

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कुछ नहीं मिला 😢

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05.03.202523:59

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/g/‘s Tech Memes

24.02.202519:00

the dialup modem handshake is back in play

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EDGE.

11.02.202521:58

Surgeons from New York showcased an augmented reality device that assists them in their work

The program in AR glasses transforms images (MRI, CT, and more) into interactive 3D models, which are overlaid on the patient's body in real-time.

This makes it easier to plan and perform surgeries.

EDGE. Subscribe.

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EDGE.

11.02.202521:06

Soon we will be turned into cyborgs: researchers from the IRIM laboratory at Korea University are developing bionic legs that mimic natural human movements

There, advancements are being made in prosthetics, rehabilitation, and flexible robotics to support mobility and therapy.

EDGE. Subscribe.

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Hyperborean memes

20.02.202513:58

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11.02.202520:02

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Galactocosmic Ontological Disorder

15.02.202523:33

12.02.202520:11

Ghost in the Shell (1995)

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EDGE.

11.02.202521:35

Music schools are no longer needed: in Japan, a robotic exoskeleton arm has been created for pianists. Researchers from Kyoto have developed a gadget that will teach beginners and help skilled musicians play even faster.

EDGE. Subscribe.

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