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How enabling two settings tripled our scores on the ARC-AGI-3 benchmark

BACKGROUND
1 SIGNALFIRST DETECTED 30 July 2026
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9 May
Playing Around with the ARC-AGI-3 Benchmark

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1t7vkb1/playing_around_with_the_arcagi3_benchmark/"> <img alt="Playing Around with the ARC-AGI-3 Benchmark"

OPINION · WHAT · singularityOPEN STORY
26 Mar
ARC AGI 3 sucks

<!-- SC_OFF --><div class="md"><p>ARC-AGI-3 is a deeply rigged benchmark and the marketing around it is insanely misleading - Human baseline is not “human,” it’s near-elite human

OPINION · WHAT · OpenAIOPEN 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
25 Mar
ARC AGI 3 scores are not calculated the same way as ARC AGI 1 or 2

<!-- SC_OFF --><div class="md"><p>Their paper: <a

OPINION · WHAT · singularityOPEN STORY
14 Oct
NVIDIA AlphaNIST: Emergent Assembly Skills from Binary Task Rewards

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1x5uolg/nvidia_alphanist_emergent_assembly_skills_from/"> <img alt="NVIDIA AlphaNIST: Emergent Assembly

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
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