Asking the fleet what it is doing…
monad-knowledge Wi-Fi sensing lab · FIIT STU
Campaign session

01KVXT9B31TF088GH5TE539QZN

finished 2026-06-24 21:58:53.793592+00:00 → 2026-06-24 22:00:06.678039+00:00 · 12 runs · supervisor: none

“Clean re-seal of 01KVX0WCD5→01KVXQTTMG (which sealed with runs_attached=0 due to a CLI attach gap). 12 runs now properly attached. Conclusion UNCHANGED and shown robust to a physical noise-floor clip: layout-topology-fingerprint-discriminability stays plausible. Found + isolated a runner bug (degenerate 173 dB/person occupancy scalar at n_agents=1) that does NOT affect the linear-amplitude D metric.”

Archive snapshot, as of 10 h ago — the run corpus is rebuilt once a day, so this page is not a live reading. The fleet panel is the live one; it refreshes every 30 s.

Success criteria

CriterionResolved
12 runs attached (the prior session sealed with 0 attached — CLI --label session_id does not auto-attach; explicit attach-run loop required). yes
Reduction emits topology_discriminability.parquet (CSI + co-registered BLE fingerprint separation D, area, link count, NRG metrics) with a physical noise-floor clip; conclusions robust to the clip. yes
Defeater tested (diameter strata, Cohen's d + p); underpowered (n=3/stratum, 3 floors tied at diameter 3). yes
Min-sniffer-count k* derived; AREA (ρ=−0.74) predicts sniffer fraction better than any topology metric. yes

Synthesis

c-csi-topology-sniffer-count — session 01KVXT9B31TF088GH5TE539QZN (clean re-seal, 2026-06-24)

This session supersedes 01KVXQTTMGCKCGFVB3TN2G8WXD, which sealed with runs_attached: 0: the CLI sim run --label session_id=… does not auto-attach (only the MCP sim_run_launch happy-path does), and the explicit attach-run loop was skipped. The 12 source runs are now properly attached here. The scientific conclusion is unchanged.

Verdict: layout-topology-fingerprint-discriminability stays plausible — mixed, underpowered; the result is robust to a physical noise-floor clip. Surfaced by an adversarial rigor audit against the vault literature.

Two corrections folded in (audit-driven)

  1. Run attachment (integrity). Prior session's "12 runs attached" was false (manifest showed 0). Fixed: 12 runs attached here; the local-dispatch pattern now requires an explicit sim_campaign_attach_run loop after CLI fan-out.
  2. Degenerate-scalar robustness. Three runs emit mean_amp_db = −240 dB (the ray tracer's "no path found" sentinel for fully-blocked single-body placements), which drives a physically-impossible per-run mean_atten_db_per_person = 173 dB/person (free-space across a room is 60–80 dB). That scalar is the runner's own occupancy-slope fit — it is not used by this reduction, which works in linear amplitude where the sentinel → ~0 (bounded, not high-leverage). A defensive physical noise-floor clip (−120 dB) was added to _fingerprint_matrix and is confirmed a no-op on every conclusion (rho_D, rho_kfrac, defeater all identical), proving the topology result was not corrupted by the sentinels.

Result (unchanged, noise-floor-clipped)

  • Per-link discriminability D weakly favours topology over area (Spearman ρ: mean_degree +0.37, betweenness +0.26, diameter +0.19, area +0.14); weak at n=6, none significant.
  • Required sniffer fraction k/n_links* best predicted by area (ρ = −0.74), beating diameter (−0.63) — the adeel2019_ada0 AP-count baseline holds against the claim's operational form.
  • Diameter-stratified defeater not triggered (Cohen's d = −1.44) but underpowered (3 floors per stratum, three of six tied at diameter 3); area and diameter confounded (largest floor = highest diameter).
  • BLE location-fingerprints ~2× more separable than CSI's on every floor.

Honest scope (sharpened by the audit)

This is simulation-derived experimental design, not externally-validated evidence: no real measurement, single seed effectively (the placement RNG), self-authored body/BLE priors, uniform-material. Against the academic bar (choi2022_17c2 LOSO over real rooms; santos2024_1e39 7 real environments) a single-floor synthetic Spearman is exploratory, not confirmatory. The hypothesis's strength stays plausible; the next step is the area-decorrelated, link-as-unit (wall-count-on-path) design + a small real-layout check. A separate runner bug (degenerate occupancy slope at n_agents=1) is logged for a platform-level sanity-bound validator.

Attached runs

Run Gate Purpose Replay
15KJNV42 csi-link-resplan-12419_s0
NZDF4R05 csi-link-resplan-12419_s1
3ZB7DWWE csi-link-resplan-147440_s0
6PX603JG csi-link-resplan-147440_s1
CBTZHMM3 csi-link-resplan-7421_s0
76KBRZXP csi-link-resplan-7421_s1
ZN4YG9X8 csi-link-resplan-16157_s0
QZKRPGK4 csi-link-resplan-16157_s1
HPTD1TDQ csi-link-resplan-12439-multiroom_s0
5Z70QWW2 csi-link-resplan-12439-multiroom_s1
SWMNAVA6 csi-link-resplan-1374_s0
JHG5WSQH csi-link-resplan-1374_s1