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How does human reasoning in social deduction games actually compare to LLMs? We'

BACKGROUND
1 SIGNALFIRST DETECTED 30 March 2026
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How the story developed
Other feeds and industry voices
21 May
One Night Werewolf played by LLMs

<!-- SC_OFF --><div class="md"><p>The other day I posted about playing one night werewolf on my custom made UI via tool calls. Since then I’ve played a few games and improved the

OPINION · HOW · LocalLLaMAOPEN STORY
16 Apr
Built an political benchmark for LLMs. KIMI K2 can't answer about Taiwan (Obviously). GPT-5.3 refuses 100% of questions when given an opt-out. [P]

<!-- SC_OFF --><div class="md"><p>I spent the few days building a benchmark that maps where frontier LLMs fall on a 2D political compass (economic left/right + social

OPINION · WHERE · MachineLearningOPEN STORY
23 Mar
Why LLMs sound right but fail to actually do anything (and how we’re thinking about datasets differently)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s1ckkm/why_llms_sound_right_but_fail_to_actually_do/"> <img alt="Why LLMs sound right but fail to actually

OPINION · HOW · LocalLLaMAOPEN STORY
25 Mar
Human vs. AI performance on ARC-AGI 3 as a function of number of actions (from the ARC-AGI website)

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1s3pbl6/human_vs_ai_performance_on_arcagi_3_as_a_function/"> <img alt="Human vs. AI performance on ARC-AGI

OPINION · WHAT · singularityOPEN STORY
21 Apr
New LLM Position Bias Benchmark: does an LLM keep the same judgment when you swap the answer order? Judge models compare two lightly edited versions of the same story twice, with the order swapped. The median model flips in 45% of decisive case pairs. GPT-5.4 is worst at 66%.

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1srx4i1/new_llm_position_bias_benchmark_does_an_llm_keep/"> <img alt="New LLM Position Bias Benchmark: does

OPINION · WHEN · singularityOPEN STORY
29 Mar
For the people here running local + cloud together, what do yall actually want the handoff layer to do?

<!-- SC_OFF --><div class="md"><p>Curious what people here actually care about most when mixing local models with cloud models.</p> <p>I keep coming back to the same problem:

OPINION · WHERE · LocalLLaMAOPEN STORY
26 Sept
LLMs were told they could lie in Diplomacy. Here's who actually kept their promises. [D]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1wqufwj/llms_were_told_they_could_lie_in_diplomacy_heres/"> <img alt="LLMs were told they could lie in

OPINION · WHO · MachineLearningOPEN STORY
27 Apr
Associative memory system for LLMs that learns during inference [P]

<!-- SC_OFF --><div class="md"><p>I've been working on MDA (Modular Dynamic Architecture), an online associative memory system for LLMs. Here's what I learned building it.</p>

OPINION · WHAT · MachineLearningOPEN STORY
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