CLASSIFICATION — PUBLIC RELEASE NO EMBARGO
OPTIMAL AI // RESEARCH DIVISION
Research
Anyone can publish a win. We publish the whole run: the method, the numbers with their intervals, and the exact line where the result stops being true.
RECORD CONTROL PLATE
- FACILITY
- SAN FRANCISCO, CA
- DIVISION
- RESEARCH
- RECORDS FILED
- 002
- LAST ENTRY
- 2026·09·17
- METHOD
- IN RECORD
- INTERVALS
- STATED
OA·RSRCH·2026·0016·PUB
RECORD INDEX 001–002
- 002 RELEASED
Jev answers with a number, not a sentence
Jev, TypeSafe's first model, emits no text. It scored 0.961 against the best model's 0.968 at spotting real defects, for 72 cents per ten thousand reviews against $13.08. It is the only one whose stated probabilities meant what they said, and the only one that refused outright once the request passed 32,000 tokens.
- 001 RELEASED
We put a fly's sense of smell in a security scanner
We built a fruit fly's olfactory circuit into a security scanner. It removed 97% of repeat alerts and ranked a copied function first among 2,285 candidates 93% of the time. Asked whether code was dangerous, it scored 51.1%. A coin scores 50.
OPTIMAL AI — RESEARCH DIVISION RECORDS RELEASED WITHOUT REVIEW EMBARGO