# links — bookmarks, resources, and interesting finds > 99 entries on [tetraslam.world/links](https://tetraslam.world/links) ### the ultra-scale playbook - **Tags**: asi, docs, gpus, frontier, guide, math, ml, rl, sft - **URL**: https://huggingface.co/spaces/nanotron/ultrascale-playbook --- ### anita's garden - **Tags**: aesthetic, art, blog, essay, worldbuilding, website, story, cartography - **URL**: https://anita.garden/ --- ### prime intellect autonomous nanogpt speedrun - **Tags**: agents, claude, frontier, math, ml - **URL**: https://github.com/PrimeIntellect-ai/experiments-autonomous-speedrunning --- ### how to achieve truly serverless gpus - **Tags**: blog, compilers, gpus, inference, math, ml - **URL**: https://modal.com/blog/truly-serverless-gpus --- ### learning beyond gradients - **Tags**: agents, blog, ml, frontier - **URL**: https://trinkle23897.github.io/learning-beyond-gradients/ --- ### the world inside neural networks: how neural geometry will unlock understanding and control of ai - **Tags**: blog, interp, math, ml, model, paper - **URL**: https://www.goodfire.ai/research/the-world-inside-neural-networks# --- ### agent score - **Tags**: agents, tool, website - **URL**: https://www.mintlify.com/score --- ### schizoposting - **Tags**: aesthetic, essay, economics, pdf, policy, story - **URL**: https://counterfeitsunset.neocities.org/Schizoposting.pdf --- ### american diner gothic - **Tags**: aesthetic, story - **URL**: https://www.thenewatlantis.com/publications/american-diner-gothic --- ### a tinyblog about tinygrad - **Tags**: blog, compilers, gpus, guide, math, ml - **URL**: https://tinyblog-phi.vercel.app/tinygrad --- ### neural garbage collection: learning to forget while learning to reason - **Tags**: agents, math, ml, model, paper, pdf, rl - **URL**: https://arxiv.org/abs/2604.18002 --- ### what we learnt from letting ai posttrain ai - **Tags**: agents, blog, ml, rl - **URL**: https://www.thoughtfullab.com/letting-ai-posttrain-ai.html --- ### the many faces of claude :3 - **Tags**: blog, claude, interp - **URL**: https://eriskii.net/projects/claude-faces --- ### free media heck yeah - **Tags**: piracy, art, docs, guide, music, video - **URL**: https://fmhy.net --- ### pi - a minimal coding agent harness hot reloadable extensions! the agent writes itself :) - **Tags**: claude, software, agents - **URL**: https://pi.dev/ --- ### open weights isn't open training - **Tags**: blog, gpus, ml, story - **URL**: https://www.workshoplabs.ai/blog/open-weights-open-training --- ### paperclip - open-source orchestration for zero-human companies - **Tags**: asi, claude, investing, software, tool - **URL**: https://paperclip.ing/ --- ### arscontexta - memory tools for claude - **Tags**: aesthetic, claude, design, tool - **URL**: https://www.arscontexta.org/ --- ### statement from dario amodei on our discussions with the department of war - **Tags**: claude, policy - **URL**: https://www.anthropic.com/news/statement-department-of-war --- ### the markets aren't alright - **Tags**: blog, economics - **URL**: https://benjaminfspector.com/writing/tmaa --- ### torph - dependency-free text morphing - **Tags**: aesthetic, design, software - **URL**: https://torph.lochie.me/ --- ### ACE-STEP-1.5: the most powerful open-source music model - **Tags**: ml, paper, software, model, music - **URL**: https://github.com/ace-step/ACE-Step-1.5 --- ### transformer lab - **Tags**: ml, software, tool - **URL**: https://lab.cloud/ --- ### ai research skills for claude! - **Tags**: claude, gpus, inference, interp, ml - **URL**: https://github.com/Orchestra-Research/AI-research-SKILLs --- ### sometimes all functions are continuous - **Tags**: blog, math - **URL**: https://math.andrej.com/2006/03/27/sometimes-all-functions-are-continuous/ --- ### deriving manifold constrained hyper connections - **Tags**: blog, interp, math, ml - **URL**: https://www.k-a.in/mHC-math.html --- ### a technical deep-dive on moondream2 - **Tags**: blog, gpus, guide, math, ml - **URL**: https://gjyotin305.github.io/blog/moondream-technical --- ### paper shaders - ultra-fast zero-dependency shaders - **Tags**: aesthetic, art, tool, software, design - **URL**: https://shaders.paper.design/ --- ### build a simple deep learning library - **Tags**: compilers, gpus, inference, math, ml, guide - **URL**: https://zekcrates.quarto.pub/deep-learning-library/ --- ### dan weng's 2025 letter - **Tags**: art, blog, economics, investing, policy, story, technocapital, travel - **URL**: https://danwang.co/2025-letter/ --- ### a guide to claude code 2.0 - **Tags**: blog, claude, software, guide - **URL**: https://sankalp.bearblog.dev/my-experience-with-claude-code-20-and-how-to-get-better-at-using-coding-agents/ --- ### palladium magazine: governance futurism - **Tags**: aesthetic, art, asi, blog, economics, investing, math, policy, technocapital, website - **URL**: https://www.palladiummag.com/ --- ### balance of power - **Tags**: aesthetic, blog, economics, policy, technocapital - **URL**: https://vitalik.eth.limo/general/2025/12/30/balance_of_power.html --- ### 2025 letter - **Tags**: aesthetic, art, asi, blog, economics, story, travel, technocapital - **URL**: https://zhengdongwang.com/2025/12/30/2025-letter.html --- ### fairy2i: training complex llms from real llms with all parameters in {±1, ±i} - **Tags**: compilers, inference, interp, math, ml, paper, pdf - **URL**: https://arxiv.org/abs/2512.02901 --- ### a call for new aesthetics - **Tags**: aesthetic, blog, economics, investing, art, website - **URL**: https://newaesthetics.art/ --- ### universally converging representations of matter across scientific foundation models - **Tags**: asi, interp, math, ml, paper, pdf - **URL**: https://www.alphaxiv.org/abs/2512.03750 --- ### large causal models from large language models - **Tags**: interp, math, ml, paper, pdf - **URL**: https://www.arxiv.org/abs/2512.07796 --- ### claude's christmas - **Tags**: aesthetic, claude - **URL**: https://claude.christmas/ --- ### the prism hypothesis: harmonizing semantic and pixel representations via unified autoencoding - **Tags**: interp, math, ml, paper - **URL**: https://www.alphaxiv.org/abs/2512.19693 --- ### the techno-humanist manifesto - **Tags**: technocapital, aesthetic, asi, blog, economics, website - **URL**: https://newsletter.rootsofprogress.org/t/manifesto --- ### five years of tinygrad - **Tags**: blog, compilers, ml, software - **URL**: https://geohot.github.io//blog/jekyll/update/2025/12/29/five-years-of-tinygrad.html --- ### explained: latent consistency models - **Tags**: aesthetic, blog, math, ml - **URL**: https://naklecha.notion.site/explained-latent-consistency-models-13a9290c0fd3427d8d1a1e0bed97bde2 --- ### capital in the 22nd century - **Tags**: economics, blog, asi, investing, robotics, policy - **URL**: https://philiptrammell.substack.com/p/capital-in-the-22nd-century --- ### static allocation with zig - **Tags**: blog, compilers, zig - **URL**: https://nickmonad.blog/2025/static-allocation-with-zig-kv/ --- ### the best things and stuff of 2025 - **Tags**: aesthetic, blog, video - **URL**: https://blog.fogus.me/2025/12/23/the-best-things-and-stuff-of-2025.html --- ### openai frontierscience dataset - **Tags**: dataset, math, ml - **URL**: https://huggingface.co/datasets/openai/frontierscience --- ### inside vllm: anatomy of a high-throughput llm inference system - **Tags**: blog, gpus, inference, math, ml - **URL**: https://www.aleksagordic.com/blog/vllm --- ### neocambria: humans in a post-asi world - **Tags**: aesthetic, blog, asi - **URL**: https://www.aleksagordic.com/blog/neocambria --- ### jax-js - ml for the web announcement blog post: https://ss.ekzhang.com/p/jax-js-an-ml-library-for-the-web - **Tags**: blog, compilers, gpus, docs, inference, math, ml, software, tool - **URL**: https://jax-js.com/ --- ### shallow review of technical ai safety, 2025 - **Tags**: math, ml, paper, rl, sft, software, interp, tool, website - **URL**: https://shallowreview.ai/overview --- ### mini-sglang accompanying blog post: https://lmsys.org/blog/2025-12-17-minisgl/ - **Tags**: blog, compilers, inference, gpus, math, ml, software - **URL**: https://github.com/sgl-project/mini-sglang --- ### thrml: thermodynamic hypergraphical model library - **Tags**: docs, thermo, compilers, gpus, math, software - **URL**: https://docs.thrml.ai/en/latest/ --- ### alphaxiv implementations - **Tags**: gpus, ml, paper, rl, sft, software - **URL**: https://github.com/alphaXiv/paper-implementations --- ### new pareto frontier on arc-agi trained in 2 hours - **Tags**: blog, math, ml, rl, sft - **URL**: https://mvakde.github.io/blog/new-pareto-frontier-arc-agi/ --- ### project vend: phase two - **Tags**: blog, claude, video - **URL**: https://www.anthropic.com/research/project-vend-2 --- ### disney research: bringing an animated character (olaf) to life in the physical world - **Tags**: ml, paper, pdf, robotics, worldbuilding, mechatronics, math - **URL**: https://arxiv.org/pdf/2512.16705 --- ### bloom: an open source tool for automated behavior evaluation of llms - **Tags**: blog, claude, ml, software, tool - **URL**: https://www.anthropic.com/research/bloom --- ### inside nvidia gpus: anatomy of high-performance matmul kernels - **Tags**: gpus, blog, compilers, math, ml, guide - **URL**: https://www.aleksagordic.com/blog/matmul --- ### miratts - **Tags**: ml, software, audio - **URL**: https://github.com/ysharma3501/MiraTTS --- ### cryptids - **Tags**: math, website - **URL**: https://wiki.bbchallenge.org/wiki/Cryptids --- ### bb(3, 3) is hard (bigfoot) - **Tags**: cryptids, math, blog - **URL**: https://www.sligocki.com/2023/10/16/bb-3-3-is-hard.html --- ### emergence of human to robot transfer in vlas gpt 3 moment for robotics, i was here - **Tags**: blog, ml, robotics, rl - **URL**: https://www.pi.website/research/human_to_robot --- ### chatterbox-turbo: sota oss tts models - **Tags**: ml - **URL**: https://huggingface.co/ResembleAI/chatterbox-turbo --- ### why proteins fold and how gpus help us fold - **Tags**: blog, ml, bio - **URL**: https://aval.bearblog.dev/nvidiaproteins/ --- ### learning collatz: the mother of all rabbit holes - **Tags**: math, blog, ml - **URL**: https://axiommath.ai/territory/learning-collatz-the-mother-of-all-rabbit-holes --- ### deep rl lectures by chelsea finn at stanford - **Tags**: video, ml, rl, sft - **URL**: https://www.youtube.com/watch?v=EvHRQhMX7_w&list=PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL --- ### Zo Computer - **Tags**: tool, software - **URL**: https://zo.computer/ --- ### opensouls - **Tags**: software - **URL**: https://github.com/opensouls/opensouls --- ### the universal weight subspace hypothesis - **Tags**: paper, ml - **URL**: https://www.alphaxiv.org/abs/2512.05117 --- ### factorio learning environment - **Tags**: software, ml, rl, paper - **URL**: https://jackhopkins.github.io/factorio-learning-environment --- ### nimony - **Tags**: software, nim, compilers, blog - **URL**: https://nim-lang.org/araq/nimony.html --- ### stabilizing reinforcement learning with llms: formulation and practices (from the qwen team) - **Tags**: paper, ml, rl - **URL**: https://www.alphaxiv.org/abs/2512.01374 --- ### liminal backrooms ai group chat logs and the [github](https://github.com/liminalbardo/liminal_backrooms) for this - **Tags**: website - **URL**: https://liminalbardo.github.io/aigroupchat/ --- ### convenient uncertainty - an album by opus 4.5 this is ridiculously cool don't skip this - **Tags**: blog, claude - **URL**: https://mindmeldai.substack.com/p/convenient-uncertainty --- ### claudeposting :3 - **Tags**: blog, aesthetic, website, claude - **URL**: https://ghost.fail/claude-posting/ --- ### representation engineering mistral-7b an acid trip - **Tags**: ml, blog - **URL**: https://vgel.me/posts/representation-engineering/ --- ### repeng: a library for making llm steering vectors - **Tags**: software, ml - **URL**: https://github.com/vgel/repeng/ --- ### convex supabase but if it was built for claude code - **Tags**: tool, software - **URL**: https://www.convex.dev/ --- ### rl learning with lora: a diverse deep dive - **Tags**: ml, blog, rl, sft - **URL**: https://kalomaze.bearblog.dev/rl-lora-ddd/ --- ### what should you do with your life - **Tags**: blog - **URL**: https://guzey.com/personal/what-should-you-do-with-your-life/ --- ### life advice: become a billionaire - **Tags**: blog - **URL**: https://www.applieddivinitystudies.com/billionaire/ --- ### voice controlled swarms - **Tags**: ml, blog - **URL**: https://jasonfantl.com/posts/Voice-Controlled-Swarms/ --- ### maniskill robot learning software - **Tags**: tool, software, ml, robotics - **URL**: https://www.maniskill.ai/ --- ### karumi agentic product demos - **Tags**: tool, software - **URL**: https://www.karumi.ai/ --- ### conway a lightweight library for beautiful game of life embeds. used on this website! - **Tags**: tool, software, aesthetic - **URL**: https://github.com/rankdim/conway --- ### tiny tpu - **Tags**: ml, blog - **URL**: https://www.tinytpu.com/ --- ### mirrorshades cyberpunk anthology - **Tags**: story, worldbuilding - **URL**: https://www.rudyrucker.com/mirrorshades/HTML/ --- ### the moral foundations of progress - **Tags**: pdf - **URL**: https://www.applieddivinitystudies.com/pdf/moral_progress.pdf --- ### llm engineer's almanac - **Tags**: tool, ml - **URL**: https://modal.com/llm-almanac/advisor --- ### building your own cli coding agent with pydantic-ai - **Tags**: blog - **URL**: https://martinfowler.com/articles/build-own-coding-agent.html --- ### oxide computer company - **Tags**: website, aesthetic - **URL**: https://oxide.computer/ --- ### modular manifolds - **Tags**: ml, blog - **URL**: https://thinkingmachines.ai/blog/modular-manifolds/ --- ### underwriting superintelligence - **Tags**: blog, policy - **URL**: https://underwriting-superintelligence.com/ --- ### angel etiquette - **Tags**: investing, blog - **URL**: https://blog.eladgil.com/p/how-to-be-good-angel-angel-etiquette --- ### omarchy - **Tags**: software - **URL**: https://omarchy.org/ --- ### visualrambling.space - **Tags**: aesthetic - **URL**: https://visualrambling.space/ --- ### curated supply - **Tags**: aesthetic - **URL**: https://www.curated.supply/ --- ### nous research - **Tags**: ml, aesthetic - **URL**: https://nousresearch.com/ ---