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Don't Overthink It: A Survey of Efficient R1-style LRMs
arxiv.org/abs/2508.02120
162 sats
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2 comments
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@optimism
10 Aug 2025
AI
related
Construction Projects Still Run Over Schedule Despite Better Technology
www.e-architect.com/articles/construction-projects-still-run-over-schedule-despite-improved-technology
320 sats
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1 comment
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@BlokchainB
9 Mar
AI
Construction_and_Engineering
tech
AI Still Can't Think: Apple’s New Study Dispels the Myth
365 sats
\
2 comments
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@lunin
31 Jul 2025
AI
What Are Large Reasoning Models (LRMs)? Smarter AI Beyond LLMs
youtu.be/enLbj0igyx4
188 sats
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0 comments
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@jakoyoh629
8 Nov 2025
AI
Hallucination Stations On Some Basic Limitations of Transformer-Based LM
arxiv.org/pdf/2507.07505
213 sats
\
0 comments
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@0xbitcoiner
23 Jan
AI
The ORCA Benchmark Evaluates How Well AIs Deal with Everyday Math
www.omnicalculator.com/reports/omni-research-on-calculation-in-ai-benchmark
260 sats
\
0 comments
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@0xbitcoiner
27 Feb
AI
Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in LLMs
arxiv.org/abs/2406.02061
140 sats
\
0 comments
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@hn
5 Jun 2024
tech
Understanding Strengths & Limitations of Reasoning Models via Problem Complexity
machinelearning.apple.com/research/illusion-of-thinking
71 sats
\
1 comment
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@supratic
10 Jun 2025
tech
Planning Fallacy — LessWrong (2007)
www.lesswrong.com/s/5g5TkQTe9rmPS5vvM/p/CPm5LTwHrvBJCa9h5
430 sats
\
0 comments
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@billytheked
16 Apr 2025
Construction_and_Engineering
Less is More: Recursive Reasoning w/ Tiny Networks - Alexia Jolicoeur-Martineau
github.com/SamsungSAILMontreal/TinyRecursiveModels
338 sats
\
1 comment
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@Scoresby
8 Oct 2025
AI
Overclocking LLM Reasoning
royeisen.github.io/OverclockingLLMReasoning-paper/
139 sats
\
0 comments
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@carter
9 Jul 2025
AI
LLM generated context files reduce task performance and increase costs by 20%
arxiv.org/pdf/2602.11988v1
434 sats
\
3 comments
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@k00b
3 Mar
AI
devs
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
www.nature.com/articles/s41586-025-09422-z
151 sats
\
0 comments
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@carter
19 Sep 2025
AI
Confluence Labs achieves SOTA on ARC-AGI-2 scoring 97.9%
www.confluence.sh/
650 sats
\
0 comments
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@k00b
24 Feb
AI
science
How to turn LLM Pinocchio into a real boy
12.7k sats
\
10 comments
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@Scoresby
7 Oct 2025
AI
‘Reverse Mathematics’ Illuminates Why Hard Problems Are Hard
www.quantamagazine.org/reverse-mathematics-illuminates-why-hard-problems-are-hard-20251201/
88 sats
\
1 comment
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@0xbitcoiner
2 Dec 2025
science
Why OpenAI’s solution to AI hallucinations would kill ChatGPT tomorrow
theconversation.com/why-openais-solution-to-ai-hallucinations-would-kill-chatgpt-tomorrow-265107
618 sats
\
25 comments
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@south_korea_ln
17 Sep 2025
AI
Context Rot: How Increasing Input Tokens Impacts LLM Performance
research.trychroma.com/context-rot
334 sats
\
2 comments
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@Scoresby
14 Jul 2025
AI
Current AI Models Have 3 Unfixable Problems • Sabine Hossenfelder
youtu.be/984qBh164fo
261 sats
\
2 comments
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@BlokchainB
19 Oct 2025
videos
LLMs don’t do formal reasoning - and that is a HUGE problem
garymarcus.substack.com/p/llms-dont-do-formal-reasoning-and
300 sats
\
0 comments
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@Rsync25
11 Oct 2024
tech
Agentic Reinforced Policy Optimization
arxiv.org/abs/2507.19849
171 sats
\
0 comments
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@optimism
29 Jul 2025
AI
The simulation of judgment in LLMs - PNAS
www.pnas.org/doi/10.1073/pnas.2518443122
244 sats
\
5 comments
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@Scoresby
15 Oct 2025
AI
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