Space weather

Grounded in the real source.

Cosmic-ray nucleons and solar protons flip bits in dense AI memory. KWAM watches the radiation forecast from NOAA SWPC, the real operational forecaster, and can hold more redundancy during a storm. It never weakens integrity: a flipped bit still fails its SHA-256 check.

NOAA SWPC: real source SEU pressure simulated / modeled Auto-recode loop: designed
01 · What flips a bit

Cosmic-ray nucleons and solar protons, not neutrinos

Radiation induces single-event upsets (SEUs) in dense AI memory. The real upset agents are cosmic-ray nucleons and solar energetic particles (protons), not neutrinos. KWAM responds by carrying more redundancy when the forecast warrants it.

Integrity is never traded away Holding more redundancy (more millibit) during a storm does not weaken the SHA-256 gate. A flipped bit still fails its hash and becomes a known erasure: detected, never silently used. Extra redundancy only changes how much loss we can absorb before reporting it.
02 · The real source

NOAA SWPC is the operational forecaster live source

The NOAA Space Weather Prediction Center is the real operational space-weather forecaster. KWAM polls it live and runs a deterministic risk assessment over the signal.

NOAA SWPC signalWhat it measures
G / S / R scalesGeomagnetic, solar-radiation and radio-blackout storm levels.
Kp indexPlanetary geomagnetic activity.
GOES proton fluxSolar energetic-particle flux, a primary SEU driver.
GOES X-ray fluxSolar flare X-ray output.
Flare / CME alertsFlare and coronal-mass-ejection event notifications.
Deterministic assessment assess_risk() reduces the live SWPC signals to a risk_level ∈ {quiet, elevated, storm}: a reproducible function of the real forecast, not a guess.
03 · Modeled SEU pressure

Risk drives a simulated SEU pressure simulated / modeled

The real risk level drives a MODELED SEU pressure that nudges modeled ECC/SRAM counters in the HUD. It never touches a real or reconstructed byte.

0.0 pressure
quiet: baseline modeled SEU pressure.
0.45 pressure
elevated: modeled pressure rises.
0.9 pressure
storm: modeled pressure at its highest.
A wrong forecast cannot corrupt a byte SEU pressure is simulated and labeled source:MODELED. It only nudges modeled ECC/SRAM counters in the HUD; it never touches a real or reconstructed byte. A wrong forecast only wastes redundancy; it can never corrupt a byte.
04 · JWST is context only

JWST is deep-space observational context: it does not forecast solar weather

KWAM may show JWST deep-space observational context. JWST is not a space-weather forecaster, and KWAM never treats it as one.

JWST cannot forecast solar weather: context only JWST is deep-space observational context only. It explicitly does not forecast solar weather. Every space-weather response carries is_space_weather_source:false for the JWST context, so the distinction is machine-checkable, not just stated. The operational forecast comes from NOAA SWPC — never from JWST.
Key handling Any JWST_API_KEY is environment-only: never persisted, never bundled into this site, gitignored. No key, real or placeholder, appears anywhere on this page.
05 · Auto-recode

Raise parity when a storm is forecast designed

The enforcement loop that auto-recodes to wider parity when a storm is forecast is designed, not yet wired. We badge it as designed until it ships.

When live, it would widen parity ahead of a forecast storm and relax it as conditions return to quiet — always above the SHA-256 gate, never instead of it.

How parity & nines work

Designed enforcement loop

# risk from NOAA SWPC (real)
risk = assess_risk(swpc)

if risk == "storm":
    # designed: widen parity
    recode(parity="wider")
# integrity gate is unchanged

Real forecasts, honest labels

NOAA SWPC for the real signal, modeled SEU pressure clearly labeled, and an integrity gate that never bends. Tell us about your fleet.

Legal

Ownership & governing law

KWAM is our intellectual property, grounded in Swiss law.

Intellectual property & governing law

KWAM is the sole and exclusive property of the owners of KWAM.CH

KWAM — its source code, the KWAM language, the JHMM reconstruction orchestrator, the deterministic codec runtime, and all associated AI components — is a proprietary computer program and the sole and exclusive intellectual property of KWAM.CH. As a computer program it is a protected work under the Swiss Federal Act on Copyright and Related Rights (Copyright Act, CopA), and the exclusive rights of use vest in KWAM as employer; it is further protected as a trade secret under the Swiss Federal Act Against Unfair Competition (UCA). KWAM is offered by private licence only. All rights reserved.

CopA (SR 231.1) Art. 2 para. 3 & Art. 17 · UCA (SR 241) Art. 6 · Governed by the laws of Switzerland · Place of jurisdiction: Zürich