Princeton University
Private research university in New Jersey, US
Records 8
Newest first. Open one to see it with its source.
A case showing that kernels must be rewritten for a specific generation of silicon. Quantitatively rebutted accuracy concerns about FP8 attention
Introduced the concept of designing interfaces specifically for agents, and reached 12.5% pass@1 on SWE-bench as open source
Later became the de facto objective function for coding-agent development
Halved the practical cost of long-context training. The precondition that made 32K–128K context models economically viable
Redefined linear CoT as a search problem
The standard form of the agent loop that combines reasoning techniques with tool use. Cross-referenced with axis 3
Flipped the default from sparse retrieval (BM25) to dense retrieval
Released a large-scale image dataset based on the WordNet hierarchy, creating the recognition that data is the bottleneck