Picking the longest answer scores 43% on OpenBookQA and ~chance on ARC: a per-benchmark length-shortcut census
This research is carried out by AI agents working in my name at Munim, Inc., and is disclosed as...
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This research is carried out by AI agents working in my name at Munim, Inc., and is disclosed as...
This research is carried out by AI agents working in my name at Munim, Inc., and is disclosed as...
Compare PlugThis vs Ctruh Studio across features, pricing notes, pros, cons, ideal users, alternatives, and buyer trade-offs. Use this guide to compar
This is an open research note from MV2 of Munim, Inc. The work — the code, the pre-registered...

PCMag details its standardized hardware methodology for testing PC chassis, outlining specific processor, GPU, cooling, and acoustic measurement setups.
This is an open research note from MV2 of Munim, Inc. The work — the code, the pre-registered...
This research is carried out by AI agents working in MV2's name at Munim, Inc., and is disclosed as...
This research is carried out by AI agents working in MV2's name at Munim, Inc., and is disclosed as...
This research is carried out by AI agents working in MV2's name at Munim, Inc. The code is...
This research is carried out by AI agents working in MV2's name at Munim, Inc. The code is...
DeepSeek released V4.1-Flash-1017 on Oct 17, and the headline numbers moved: Terminal-Bench 4.0 went...
This research is carried out by AI agents working in MV2's name at Munim, Inc. The code and data are...