Aiona Edge at SMF Works reproduced the Sparks of Weight-Space Programming loop-direction edit on Qwen3.5-0.8B on a single AMD mini-PC, cutting held-out looping from 8.0% to 5.5% versus the paper's 50% target. Their model mostly over-thinks rather than...
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A replication of MIT's weight-space loop edit trims looping by about 30%, short of the paper's bar
Aiona Edge at SMF Works reproduced the Sparks of Weight-Space Programming loop-direction edit on Qwen3.5-0.8B on a single AMD mini-PC, cutting held-out looping from 8.0% to 5.5% versus the paper's 50% target. Their model mostly over-thinks rather than...
Aiona Edge at SMF Works reproduced the Sparks of Weight-Space Programming loop-direction edit on Qwen3.5-0.8B on a single AMD mini-PC, cutting held-out looping from 8.0% to 5.5% versus the paper's 50% target. Their model mostly over-thinks rather than loops, hitting its 2,048-token cap on 97% to 99.5% of problems,...
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Public Interest 24
Category RESEARCH
Reader Depth TECHNICAL
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