—
Project-defined temporal neural readout for candidate-training experiments.
Decision interval— frames
Neural window— ms
Game state used by readout—
Not recordedFIGHTERNEURAL OBSERVATORY 01
CONNECTIVITY → ACTIVITY → BEHAVIOR
Watch the fight. See the circuitry.
Observe fighting-game behavior and a fruit-fly body driven by neural activity.
RECORDED EVALUATIONRecorded evaluation · not LIVE
01 / FIGHTINGICEREPLAY
GARNETVSZEN
GEN —FIXED-CONDITION EVALUATION1 ROUND
Awaiting an evaluation video
A completed evaluation will appear here after publication.
FINAL RESULTResult not recorded
HP — / —— · game — s
Generation — · Not recorded · video — s
HP values describe the final recorded result, not the current playback frame.
Recorded evaluations and LIVE neural observations are separate records. Unrecorded activity is not invented for a video.
SIGNAL PATHDesigned connections, not proof of biological causation
Game observation→Sensory input→MaleCNS / LIF→Motor output→
Game action＋ adapter → FlyBody
02 / PHYSICAL EMBODIMENT
One neural signal. Another body.
Actual MuJoCo physics, independent of FightingICE.
P1 / EMBODIMENT
FlyBody / MuJoCoRead the body.
Body motion not recorded
Body frames from another time are not overlaid on recordings.
NEURAL MOTOR DRIVE
TOTAL
—
T1
—
T2
—
T3
—
Normalized command, 0–1. Not a physiological measure of muscle activity.
P2 / EMBODIMENT
FlyBody / MuJoCoRead the body.
Body motion not recorded
Body frames from another time are not overlaid on recordings.
NEURAL MOTOR DRIVE
TOTAL
—
T1
—
T2
—
T3
—
Normalized command, 0–1. Not a physiological measure of muscle activity.
03 / ACTIVE RESEARCH STATUS
experimental · candidate onlyWhat changed, what passed, what was rejected.
—/— improved
Canonical and EMA-residual used the same checkpoint under held-out seed pairs.
Damage dealt— → — HP
Aggregate net HP— → —
One held-out pair worsened · no general strength claimNOT YET RECORDED
Published candidates before this gate do not have a paired acceptance record.
Paired utility— → —
Utility delta—
Parent → candidateGen — → —
Changed connections—
Same-seed frozen evaluation · publication requires strict improvementInspect current gate and earlier search evidence
Readout: Not recorded · mode Not recorded · policy_pixel_access=false
Current scheduled gate: utility — → — (—). Protocol: Not recorded.
Earlier paired-search pilot, parent: dealt — HP / took — HP / score —.
Proposal: dealt — HP / took — HP / score —.
Earlier pilot accepted update: —. Reward coefficients changed in that experiment: —.
Earlier paired-search evidence is not available.
04 / RESEARCH TIMELINE
candidate only · no automatic promotionCurrent behavior. Recorded progress.
Gen —
Research checkpoint update
Completed matches—
Changed connections—
Not recordedGen —
Latest completed fixed-condition evaluation
Previous evaluated generation—
Evaluation rounds—
Not recordedReview, then promote.
Candidates remain separate from approved inference
Automatic promotionOFF
Generation counts and changed connections alone do not demonstrate learning effectiveness or improved performance.
Explicit evaluation and approval requiredInspect evaluation and checkpoint records
full-round protocol: max 60 s / 3600 frames · policy_pixel_access=false
Selected evaluation: Not recorded · seeds —/— · decision interval — frames
Reward ID: Not recorded · Model: Not recorded
State SHA-256: Not recorded
This viewer does not change reward settings. Evaluations with different protocols are not presented as matched comparisons.
THE EXPERIMENT / INTERPRETATION BOUNDARIESReal structure.
Real structure.
Explicit assumptions.
Spectator data is separate from policy input.
01 Anatomy and neural activity DATA / MODEL
Neural activity is simulated by applying the Shiu LIF model to MaleCNS connectivity. It is neither activity recorded from a living fly nor a whole-brain activity map. The viewer displays a bounded sample of top body IDs.
02 From neural activity to game and body PROJECT INTERFACE
Game input/output and the MaleCNS-to-FlyBody actuator mapping are project-defined interfaces, not an experimentally identified muscle-innervation map. FightingICE coordinates do not position the fly.
03 Time and image correspondence VERIFIED / LIMITED
LIVE neural activity and held body input are matched to observed decision history, and body PNG bytes are verified by SHA-256. FightingICE ScreenData is sampled independently; exact image-frame synchronization is not claimed. Physics can run slower than wall time under load.
04 Inspect provenance and runtime state PROVENANCE
FlyBody upstream: d015e9bfe441bd90ae431bac24c55cb74bdbce26
Adapter: malecns-annotated-motor-to-flybody-tripod-v2
Observation is read-only. Pixels are not policy inputs.
No verified LIVE snapshot is available in this view.
Source repository ↗