Stack layer / Contrast
Odin Runs All 32 Llama-3-8B Transformer Layers Under FHE in 366 Seconds on One H100, 4.51x Faster Than THOR
arXiv 2609.12378
Stack layer / Threat pattern
787,562 Function Pairs Show AI Code Is Half the Size of Human Code With Different Defect Classes, Not Fewer
arXiv 2609.12708
Stack layer / Contrast
Distilled Byte Models Match a Token Model's Accuracy on One-Sixth the Data and Cut Logit Storage to a Fifth
arXiv 2609.12303
Policy dependency / Contrast
An audit of a production agent pipeline found a reported p99 latency of 2,147,483,647 ms, the signed 32-bit maximum, from a lifecycle clamp
arXiv 2609.12017
Stack layer / Contrast
Splitting Decode by Attention Type Instead of by Operator Buys 31-56% More Tokens Per Joule
arXiv 2609.13134
Stack layer / Update thread
Market Concentration Barely Changes Model Collapse: Pushing One Model to 90% Share Moves Five-Generation Endpoints a Few Percent
arXiv 2609.11146
Policy dependency / Follow-up thread
MOSAIC Picks a GraphRAG Traversal Policy per Query and Beats the Best Fixed Policy by 9.96 Points
arXiv 2609.11065
Stack layer / Update thread
Splitting a CTF Task Into Isolated Sub-Contexts Lets a Local gemma-4 Solve 18.52% of Challenges Standard Agent Loops Fail
arXiv 2609.12839