Research / simulation only. Not a medical device. Not implant software. Not affiliated with Neuralink. Privacy airlock = computer-side intention-class containment — not implant encryption. All neural data is synthetic or mock. Full disclaimer
NeuraGuardSIMULATOR MODE· syntheticPRIVATE SEALEDDRAFT

Live Dashboard

Continuous neural-state firewall — fatigue, agency, and a privacy airlock that fail-closes private intention classes so they don’t leave this app until you unlock. Research / simulation only.

Cognitive Load
25

Higher → more demand

Focus
70

Engagement proxy

Fatigue
12

Accumulates slowly

Agency
75

Control confidence

Anomaly
5

Distribution shift

Biometric match
90

vs baseline (toy)

Intention stream

Authorship gateDRAFTOnly committed samples may leave via export / suite bus. Private + sealed stay draft (fail closed). No auto-commit.
Inject scenario
Raw sample
—
Gated / throttled (factor 1.00)
—

Policy status

Private blockedAirlock sealed
Last triggered actions
  • No actions this tick.

Privacy airlock

Fail-closed containment for private intention classes. Blocks gated stream output and untrusted sinks so “private thoughts” don’t leave this app until you unlock. Computer-side simulation only — not implant encryption, not Neuralink security.

PRIVATE SEALED
Mode
Blocked private
0
Almost leaked
0
Export redactions
0
Sink blocks
0
Live gate
raw: — → gated: —

Baseline drift adaptation

Armed · waiting for stability

Slow non-stationarity tracking: when anomaly stays low, the auth/anomaly baseline drifts toward the current stream so long sessions don’t false-lock. Freezes during high anomaly. Research heuristic only.

Baseline
Warming…
Stable ticks
0/25
Drift meter
0
Anomaly gate
5 < 35

Gate: closed · anomaly OK · α_drift=0.008

Start the simulator to populate live charts (last ~5–10 minutes).

Continuous auth & privacy unlock

Toy neural-biometric match vs stream baseline + simulated mental passphrase. Not real identity verification.

Baseline
Warming up…
Match
90%
Session
Open
Airlock
sealed

Prefer the Privacy airlock panel for seal / unlock ceremony. This panel is continuous auth + emergency lock.

Session log

Exports blocked in SEALED. Sample rows include only committed authorship (0 ready). Drafts never leave.

  • systemNeuraGuard ready — research simulation only. Not a medical device.
  • privacyPrivacy airlock SEALED by default — private intention classes fail-closed.

How estimation works

Transparent heuristics on decoded intention streams — not clinical models, not implant firmware.

  1. Stream ingest — synthetic / CSV / mock WebSocket
  2. Feature extractor — sliding-window speed, variance, entropy, confidence
  3. State estimator — EMAs → load, focus, fatigue, agency
  4. Policy engine — thresholds → throttle / break / privacy block
  5. Action dispatcher — gated sample + UI status