A proximate cause is the last #cause nearest to the #effect in a causal chain. Often it is seen as irrelevant for only the 1st cause should be important. Right? New blog: philosophybytheway.blogspot.com/2026/10/prox...
#causation #proximatecause #fallacy #explanation #logic #argumentation #reasoning

🤖 AI Takes on Mathematics: OpenAI Makes Breakthroughs in Kakeya Conjectures

The argument is that the two results are not a single achievement. Three dimensions had been settled a half century after the plan, and the one that pushed...

#OpenAI #SoftwareDevelopment #Reasoning #AI #AIPulse

🤖 Agent Teams Found to be Costly with Little Quality Gain

Vals AI's finding is a useful correction to the conventional argument about multi agent systems. Speedup is real, but it comes at a price that is not...

#BenchmarksEvaluation #InferenceOptimization #Reasoning #AI #AIPulse

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New arXiv work proposes letting LLM agents decide per turn when reasoning is actually needed, using cross-turn likelihood signals instead of expensive verification, to cut redundant thinking across multi-step tasks.

#AI #LLMAgents #EfficientInference #Reasoning
https://arxiv.org/abs/2610.12061

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“The fact that #CriticalThinking differs between domains is one reason that teaching it is hard, say #researchers ..This means giving people the specific #knowledge & #reasoning #skills needed in that field.”: buff.ly/eTScerr

via @nature.com
#thinking #cognition #education #learning

New arXiv paper studies how much verified reference help to give during reasoning RL training by prefix continuation, deriving a closed-form KL bound that decreases with the chance of generating a different correct trajectory and…

#reasoning #RL #alignment
https://arxiv.org/abs/2610.11128

#batchinference #selfhosting #gpuoptimization #llm #quantization #reasoning 2/2

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🤖 Constrained AI Harness Leads to Reliable Data Analytics Agents

The KDD Cup entry is a study in harness design rather than model selection. A fixed open model, eight heterogeneous data sources, and the requirement to produce a final answer file...

#Reasoning #AIAgents #LLM #AI #AIPulse

Instead of just predicting the most likely answer, this reasoning model breaks down a question into smaller, chained steps. Think 'pizza with 8 slices, eat 3, how many left?' It uses more computing power for better probability of a correct answer. #ai #reasoning