You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Cross-dataset generalisation evaluations of the certified grid modal-growth
detector, with pre-registered protocols and sealed, byte-reproducible
evidence artefacts: a real-capture ISO-NE leg
(bench.early_warning_leadtime_isone, examples/real_data/iso_ne_forced_oscillation/) and a 13-case WECC 240-bus
statistical leg (bench.early_warning_leadtime_wecc, examples/real_data/wecc_240_osl/). Both report the frozen-transfer and
local-calibration branches honestly, including the negative findings.
Bridge-agnostic live modal sentinel
(scpn_phase_orchestrator.runtime.modal_sentinel): the operating point is
read only from a hash-verified sealed evidence artefact, frames follow a
fail-closed observation contract, and every alarm is sealed as a
review-only record that never actuates.
Real-time PMU capture replay at a sealed operating point
(bench.pmu_stream_replay), causal with optional wall-clock pacing; paced
and unpaced replays seal byte-identically.
Public demo set on the documentation site: Grid Sentinel Replay, Modal
Head-to-Head, and The Honest Test, each with a validation page and the
claim boundary stated on the page.
Two manuscripts under papers/submissions/, published as Zenodo preprints
(DOI 10.5281/zenodo.22113062 and 10.5281/zenodo.22113116) and cited from
the matched-false-alarm study page.
Release publishing for the Rust kernel: spo-kernel wheels (stable-ABI,
five platforms) and the maturin sdist now publish to PyPI through trusted
publishing on release tags, alongside the main package.
Session-start monitor gate hardening: seed vectors, quality evidence, and
oscillator counts are validated fail-closed before any session state is
accepted.
Changed
Sealed cross-dataset evidence schema: the internal coded field was advanced
to the descriptive evaluation: "cross-dataset generalisation"; integrity
tests reject the stale coded contract exactly, and both payloads were
regenerated byte-reproducibly with unchanged scientific results.
The shared in-band onset estimator accepts search_start_seconds; the
default keeps the previous whole-capture behaviour byte-identical.
Fixed
Sealed-evidence loading rejects non-object JSON payloads fail-closed before
any hash verification.
Hand-maintained licence headers in dependency lockfiles are restored after
regeneration.
Security
Dependency floors raised across every lockfile: cryptography 50.0.1
(with pyopenssl 26.4.0), h2 4.4.1, GitPython 3.1.60, aiohttp 3.14.3,
postcss/undici overrides for the studio web workspace, and pip 26.2.1 in
audit tooling; pymdown-extensions floor 11.0.1 and an explicit
cryptography dev-transitive floor close the remaining advisory ranges.