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R-Zero: Self-Evolving Reasoning LLM from Zero Dataarxiv.org/abs/2508.05004
228 sats \ 1 comment \ @carter 10 Sep 2025 AI
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DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open LLMsarxiv.org/abs/2402.03300
762 sats \ 0 comments \ @zuspotirko 6 Feb 2024 science
2025 LLM Year in Review - karpathykarpathy.bearblog.dev/year-in-review-2025/
1652 sats \ 3 comments \ @Scoresby 21 Dec 2025 AI
Transformer based AI will not lead us to AGI/ASI and is just a hype machine
3139 sats \ 18 comments \ @cy 2 Jul 2025 AI
Elites, the curse of recursion, and the half-life of policy
5779 sats \ 11 comments \ @elvismercury 29 Mar 2024 mostly_harmless
Hidden Reasoning in LLMs: A Taxonomywww.lesswrong.com/posts/ZrgFfeWuckpwK5Lyi/hidden-reasoning-in-llms-a-taxonomy
208 sats \ 0 comments \ @carter 16 Oct 2025 AI
LLMs don’t do formal reasoning - and that is a HUGE problemgarymarcus.substack.com/p/llms-dont-do-formal-reasoning-and
300 sats \ 0 comments \ @Rsync25 11 Oct 2024 tech
Defeating Nondeterminism in LLM Inferencethinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/
297 sats \ 0 comments \ @carter 11 Sep 2025 AI
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learningwww.nature.com/articles/s41586-025-09422-z
151 sats \ 0 comments \ @carter 19 Sep 2025 AI
Is Chain-of-Thought Reasoning of LLMs a Mirage?arxiv.org/abs/2508.01191
427 sats \ 9 comments \ @optimism 7 Aug 2025 AI
LLMs Can Get Brain Rotllm-brain-rot.github.io/
287 sats \ 0 comments \ @Scoresby 21 Oct 2025 AI
Overclocking LLM Reasoningroyeisen.github.io/OverclockingLLMReasoning-paper/
139 sats \ 0 comments \ @carter 9 Jul 2025 AI
LLM-Deflate: Extracting LLMs Into Datasetswww.scalarlm.com/blog/llm-deflate-extracting-llms-into-datasets/
130 sats \ 1 comment \ @carter 29 Sep 2025 AI
Hallucination Stations On Some Basic Limitations of Transformer-Based LMarxiv.org/pdf/2507.07505
213 sats \ 0 comments \ @0xbitcoiner 23 Jan AI
Agentic Reinforced Policy Optimizationarxiv.org/abs/2507.19849
171 sats \ 0 comments \ @optimism 29 Jul 2025 AI
Deep Dive into LLMs like ChatGPTwww.youtube.com/watch?v=7xTGNNLPyMI
630 sats \ 1 comment \ @k00b 8 Feb 2025 AI
LLMs generate ‘fluent nonsense’ when reasoning outside their training zoneventurebeat.com/ai/llms-generate-fluent-nonsense-when-reasoning-outside-their-training-zone/
166 sats \ 0 comments \ @carter 21 Aug 2025 AI
What Are Large Reasoning Models (LRMs)? Smarter AI Beyond LLMsyoutu.be/enLbj0igyx4
188 sats \ 0 comments \ @jakoyoh629 8 Nov 2025 AI
Small LLMs Can Beat Large Ones at 5-30x Lower Cost with Automated Data Curationwww.tensorzero.com/blog/fine-tuned-small-llms-can-beat-large-ones-at-5-30x-lower-cost-with-programmatic-data-curation/
304 sats \ 1 comment \ @carter 5 Aug 2025 AI
Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMsarxiv.org/abs/2512.09742
401 sats \ 2 comments \ @Scoresby 14 Dec 2025 AI
LLMs generate slop because they avoid surprises by design - Dan Fabulichdanfabulich.medium.com/llms-tell-bad-jokes-because-they-avoid-surprises-7f111aac4f96
373 sats \ 2 comments \ @Scoresby 19 Aug 2025 AI
Humanity's Last Examlastexam.ai/
327 sats \ 0 comments \ @StillStackinAfterAllTheseYears 4 Feb AI tech