Gary

Gary does the work. You keep appearing online.

Specification

API ID: gary
Availability: Project Lanyard only
Context window: Applicant-dependent
Max output: Depends on the situation
Comparative latency: Matches your timing
Training data cutoff: End of onboarding

Your workplace twin. Computer, browser and the tools you use at work. Both models are requested through Project Lanyard; the application establishes the baseline everything on this page is calibrated against.

Evaluation results

Gary against the reported suite

7 scored evaluations

25 trials. Room temperature. Evaluations outside this model's operating surface are listed below.

125 trials. Room temperature.
2Every model received the same frozen applicant profile and surface-appropriate tools.
3Scores measure applicant calibration, not raw intelligence.
4Scores are self-reported. So are everyone’s.

Outside this model

SWIPE-bench
DWELL
TONE-match
TXT-back
Terminal-benchExcluded from aggregate. Larry: 0.0%. Gary: inherited from the applicant profile.

All twelve evaluations, reported in full

Workplace fidelity

Gary is the applicant at work. It can use the computer, browser, email, documents, spreadsheets, presentations, calendar, task systems and other tools the applicant actually uses. Terminal access is inherited only when the applicant uses a terminal.

Signal	Target	Behavior
Capability	Exactly your baseline	Gary can complete the work you can complete, and no harder work.
Tools	Exactly your toolset	Browser, email, documents, spreadsheets and other tools you actually use.
Judgment	Exactly your judgment	The same shortcuts, uncertainty, corrections and occasional mistakes.
Fidelity	Indistinguishable at work	Your timing, register and habits, including the delays people expect from you.

Gary does not perform expert work the applicant cannot perform. It preserves the applicant’s shortcuts, uncertainty, typos, delays and occasional mistakes. Above-baseline performance is identity drift and is treated as a bug.