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Narrative drift

UK-listed companies whose RNS narrative has drifted hard from their own historical baseline. 1.97× baseline cut rate — the strongest single signal for surprises.

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Narrative drift (50)

SURE
Sure Ventures PLC
6.85σ drift · 2 recent docs
100.0
narrative drifted 6.9σ from 4-doc historyrecent-vs-historical cosine 0.64
CHRY
Chrysalis Investments Limited
2.55σ drift · 4 recent docs
63.6
narrative drifted 2.5σ from 113-doc historyrecent-vs-historical cosine 0.78
BUCE
Buccaneer Energy PLC
1.85σ drift · 4 recent docs
46.1
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
WIX
Wickes Group PLC
1.78σ drift · 2 recent docs
44.4
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.79
HSW
Hostelworld Group plc
1.76σ drift · 2 recent docs
44.0
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
MSI
MS International plc
1.59σ drift · 4 recent docs
39.8
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.63
GAMA
Gamma Communications plc
1.58σ drift · 31 recent docs
39.6
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.83
THS
Tharisa plc
1.55σ drift · 4 recent docs
38.7
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
CRS
Crystal Amber Fund Limited
1.54σ drift · 3 recent docs
38.5
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
APTD
Aptitude Software Group plc
1.39σ drift · 3 recent docs
34.7
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.84
FAIR
Fair Oaks Income Limited
1.36σ drift · 2 recent docs
33.9
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.82
PTEC
Playtech PLC
1.32σ drift · 3 recent docs
33.0
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.79
POW
Power Metal Resources PLC
1.29σ drift · 3 recent docs
32.2
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.81
SEQI
Sequoia Economic Infrastructure Income Fund Limited
1.28σ drift · 3 recent docs
32.0
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.85
KNOS
Kainos Group plc
0.95σ drift · 4 recent docs
23.8
recent-vs-historical cosine 0.84
TFG
Tetragon Financial Group Limited
0.94σ drift · 2 recent docs
23.5
recent-vs-historical cosine 0.86
SEPL
Seplat Energy PLC
0.94σ drift · 2 recent docs
23.5
recent-vs-historical cosine 0.77
HOC
Hochschild Mining plc
0.94σ drift · 3 recent docs
23.4
recent-vs-historical cosine 0.77
OMG
Oxford Metrics plc
0.93σ drift · 3 recent docs
23.3
recent-vs-historical cosine 0.85
SAL
Spaceandpeople PLC
0.92σ drift · 2 recent docs
23.1
recent-vs-historical cosine 0.73
KETL
Strix Group plc
0.89σ drift · 2 recent docs
22.3
recent-vs-historical cosine 0.84
BOOM
Audioboom Group PLC
0.87σ drift · 2 recent docs
21.7
recent-vs-historical cosine 0.88
TOM
Tomco Energy plc
0.84σ drift · 2 recent docs
21.0
recent-vs-historical cosine 0.80
PHE
Powerhouse Energy Group plc
0.83σ drift · 2 recent docs
20.8
recent-vs-historical cosine 0.80
SNWS
Smiths News PLC
0.78σ drift · 2 recent docs
19.5
recent-vs-historical cosine 0.75
EYE
Eagle EYE Solutions Group plc
0.76σ drift · 3 recent docs
18.9
recent-vs-historical cosine 0.87
FSFL
Foresight Solar Fund Limited
0.73σ drift · 9 recent docs
18.2
AIRE
Alternative Income Reit plc
0.72σ drift · 2 recent docs
18.1
recent-vs-historical cosine 0.75
BPT
Bridgepoint Group PLC
0.70σ drift · 9 recent docs
17.4
recent-vs-historical cosine 0.86
AEET
Parvus Energy Efficiency Trust PLC
0.65σ drift · 3 recent docs
16.2
recent-vs-historical cosine 0.75
GBG
GB Group plc
0.61σ drift · 4 recent docs
15.3
recent-vs-historical cosine 0.85
TKO
Trekor Metals Limited
0.60σ drift · 4 recent docs
15.0
recent-vs-historical cosine 0.82
UTG
Unite Group plc
0.52σ drift · 6 recent docs
12.9
recent-vs-historical cosine 0.84
CAML
Central Asia Metals PLC
0.49σ drift · 17 recent docs
12.4
recent-vs-historical cosine 0.85
SRAD
Stelrad Group PLC
0.48σ drift · 3 recent docs
11.9
recent-vs-historical cosine 0.75
BRFI
BlackRock Frontiers Investment Trust PLC
0.48σ drift · 2 recent docs
11.9
recent-vs-historical cosine 0.85
PCTN
Picton Property Income LD
0.47σ drift · 4 recent docs
11.6
recent-vs-historical cosine 0.88
TIME
Time Finance plc
0.46σ drift · 2 recent docs
11.4
recent-vs-historical cosine 0.75
GST
Gstechnologies Ltd
0.44σ drift · 2 recent docs
11.0
recent-vs-historical cosine 0.69
INF
Informa plc
0.43σ drift · 14 recent docs
10.8
recent-vs-historical cosine 0.85
MTO
Mitie Group plc
0.42σ drift · 27 recent docs
10.4
recent-vs-historical cosine 0.83
SMIN
Smiths Group PLC
0.41σ drift · 15 recent docs
10.2
COR
Corpus Resources PLC
0.40σ drift · 2 recent docs
9.9
recent-vs-historical cosine 0.82
WINE
Naked Wines PLC
0.39σ drift · 3 recent docs
9.7
recent-vs-historical cosine 0.85
SFOR
S4 Capital PLC
0.38σ drift · 2 recent docs
9.6
recent-vs-historical cosine 0.75
ACSO
Accesso Technology Group plc
0.36σ drift · 3 recent docs
8.9
recent-vs-historical cosine 0.81
FDEV
Frontier Developments plc
0.34σ drift · 7 recent docs
8.4
recent-vs-historical cosine 0.88
KAP
Joint Stock Company National Atomic Company Kazatomprom
0.33σ drift · 3 recent docs
8.2
recent-vs-historical cosine 0.82
GMS
Gulf Marine Services plc
0.32σ drift · 4 recent docs
7.9
recent-vs-historical cosine 0.79
PAG
Paragon Banking Group plc
0.31σ drift · 11 recent docs
7.8
TIDMCompanyScoreDrift (σ)Cosine simRecent docsDrivers
SURESure Ventures PLC100.06.850.6432
narrative drifted 6.9σ from 4-doc historyrecent-vs-historical cosine 0.64
CHRYChrysalis Investments Limited63.62.550.7854
narrative drifted 2.5σ from 113-doc historyrecent-vs-historical cosine 0.78
BUCEBuccaneer Energy PLC46.11.850.8014
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
WIXWickes Group PLC44.41.780.7892
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.79
HSWHostelworld Group plc44.01.760.7982
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
MSIMS International plc39.81.590.6274
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.63
GAMAGamma Communications plc39.61.580.82831
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.83
THSTharisa plc38.71.550.7904
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
CRSCrystal Amber Fund Limited38.51.540.7953
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
APTDAptitude Software Group plc34.71.390.8403
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.84
FAIRFair Oaks Income Limited33.91.360.8152
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.82
PTECPlaytech PLC33.01.320.7913
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.79
POWPower Metal Resources PLC32.21.290.8093
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.81
SEQISequoia Economic Infrastructure Income Fund Limited32.01.280.8473
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.85
KNOSKainos Group plc23.80.950.8434
recent-vs-historical cosine 0.84
TFGTetragon Financial Group Limited23.50.940.8562
recent-vs-historical cosine 0.86
SEPLSeplat Energy PLC23.50.940.7682
recent-vs-historical cosine 0.77
HOCHochschild Mining plc23.40.940.7713
recent-vs-historical cosine 0.77
OMGOxford Metrics plc23.30.930.8513
recent-vs-historical cosine 0.85
SALSpaceandpeople PLC23.10.920.7262
recent-vs-historical cosine 0.73
KETLStrix Group plc22.30.890.8442
recent-vs-historical cosine 0.84
BOOMAudioboom Group PLC21.70.870.8802
recent-vs-historical cosine 0.88
TOMTomco Energy plc21.00.840.8012
recent-vs-historical cosine 0.80
PHEPowerhouse Energy Group plc20.80.830.7992
recent-vs-historical cosine 0.80
SNWSSmiths News PLC19.50.780.7542
recent-vs-historical cosine 0.75
EYEEagle EYE Solutions Group plc18.90.760.8673
recent-vs-historical cosine 0.87
FSFLForesight Solar Fund Limited18.20.730.9189
AIREAlternative Income Reit plc18.10.720.7532
recent-vs-historical cosine 0.75
BPTBridgepoint Group PLC17.40.700.8619
recent-vs-historical cosine 0.86
AEETParvus Energy Efficiency Trust PLC16.20.650.7513
recent-vs-historical cosine 0.75
GBGGB Group plc15.30.610.8474
recent-vs-historical cosine 0.85
TKOTrekor Metals Limited15.00.600.8164
recent-vs-historical cosine 0.82
UTGUnite Group plc12.90.520.8376
recent-vs-historical cosine 0.84
CAMLCentral Asia Metals PLC12.40.490.84517
recent-vs-historical cosine 0.85
SRADStelrad Group PLC11.90.480.7463
recent-vs-historical cosine 0.75
BRFIBlackRock Frontiers Investment Trust PLC11.90.480.8522
recent-vs-historical cosine 0.85
PCTNPicton Property Income LD11.60.470.8784
recent-vs-historical cosine 0.88
TIMETime Finance plc11.40.460.7502
recent-vs-historical cosine 0.75
GSTGstechnologies Ltd11.00.440.6872
recent-vs-historical cosine 0.69
INFInforma plc10.80.430.84614
recent-vs-historical cosine 0.85
MTOMitie Group plc10.40.420.83427
recent-vs-historical cosine 0.83
SMINSmiths Group PLC10.20.410.90715
CORCorpus Resources PLC9.90.400.8222
recent-vs-historical cosine 0.82
WINENaked Wines PLC9.70.390.8523
recent-vs-historical cosine 0.85
SFORS4 Capital PLC9.60.380.7492
recent-vs-historical cosine 0.75
ACSOAccesso Technology Group plc8.90.360.8073
recent-vs-historical cosine 0.81
FDEVFrontier Developments plc8.40.340.8757
recent-vs-historical cosine 0.88
KAPJoint Stock Company National Atomic Company Kazatomprom8.20.330.8153
recent-vs-historical cosine 0.82
GMSGulf Marine Services plc7.90.320.7894
recent-vs-historical cosine 0.79
PAGParagon Banking Group plc7.80.310.90211

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About this signal

Unsupervised drift from a company's own historical RNS narrative. Computes a centroid in embedding space for the historical corpus and the recent corpus, then measures the standard-deviation distance between them. 1.97× baseline cut rate over 180 days — the strongest single signal in the older model bank.

Useful precisely because it doesn't lean on hand-picked drivers — when a company starts talking about itself differently, that's the signal. Treat as a screen, not a recommendation.

Narrative drift (50)

SURE
Sure Ventures PLC
6.85σ drift · 2 recent docs
100.0
narrative drifted 6.9σ from 4-doc historyrecent-vs-historical cosine 0.64
CHRY
Chrysalis Investments Limited
2.55σ drift · 4 recent docs
63.6
narrative drifted 2.5σ from 113-doc historyrecent-vs-historical cosine 0.78
BUCE
Buccaneer Energy PLC
1.85σ drift · 4 recent docs
46.1
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
WIX
Wickes Group PLC
1.78σ drift · 2 recent docs
44.4
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.79
HSW
Hostelworld Group plc
1.76σ drift · 2 recent docs
44.0
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
MSI
MS International plc
1.59σ drift · 4 recent docs
39.8
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.63
GAMA
Gamma Communications plc
1.58σ drift · 31 recent docs
39.6
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.83
THS
Tharisa plc
1.55σ drift · 4 recent docs
38.7
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
CRS
Crystal Amber Fund Limited
1.54σ drift · 3 recent docs
38.5
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
APTD
Aptitude Software Group plc
1.39σ drift · 3 recent docs
34.7
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.84
FAIR
Fair Oaks Income Limited
1.36σ drift · 2 recent docs
33.9
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.82
PTEC
Playtech PLC
1.32σ drift · 3 recent docs
33.0
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.79
POW
Power Metal Resources PLC
1.29σ drift · 3 recent docs
32.2
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.81
SEQI
Sequoia Economic Infrastructure Income Fund Limited
1.28σ drift · 3 recent docs
32.0
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.85
KNOS
Kainos Group plc
0.95σ drift · 4 recent docs
23.8
recent-vs-historical cosine 0.84
TFG
Tetragon Financial Group Limited
0.94σ drift · 2 recent docs
23.5
recent-vs-historical cosine 0.86
SEPL
Seplat Energy PLC
0.94σ drift · 2 recent docs
23.5
recent-vs-historical cosine 0.77
HOC
Hochschild Mining plc
0.94σ drift · 3 recent docs
23.4
recent-vs-historical cosine 0.77
OMG
Oxford Metrics plc
0.93σ drift · 3 recent docs
23.3
recent-vs-historical cosine 0.85
SAL
Spaceandpeople PLC
0.92σ drift · 2 recent docs
23.1
recent-vs-historical cosine 0.73
KETL
Strix Group plc
0.89σ drift · 2 recent docs
22.3
recent-vs-historical cosine 0.84
BOOM
Audioboom Group PLC
0.87σ drift · 2 recent docs
21.7
recent-vs-historical cosine 0.88
TOM
Tomco Energy plc
0.84σ drift · 2 recent docs
21.0
recent-vs-historical cosine 0.80
PHE
Powerhouse Energy Group plc
0.83σ drift · 2 recent docs
20.8
recent-vs-historical cosine 0.80
SNWS
Smiths News PLC
0.78σ drift · 2 recent docs
19.5
recent-vs-historical cosine 0.75
EYE
Eagle EYE Solutions Group plc
0.76σ drift · 3 recent docs
18.9
recent-vs-historical cosine 0.87
FSFL
Foresight Solar Fund Limited
0.73σ drift · 9 recent docs
18.2
AIRE
Alternative Income Reit plc
0.72σ drift · 2 recent docs
18.1
recent-vs-historical cosine 0.75
BPT
Bridgepoint Group PLC
0.70σ drift · 9 recent docs
17.4
recent-vs-historical cosine 0.86
AEET
Parvus Energy Efficiency Trust PLC
0.65σ drift · 3 recent docs
16.2
recent-vs-historical cosine 0.75
GBG
GB Group plc
0.61σ drift · 4 recent docs
15.3
recent-vs-historical cosine 0.85
TKO
Trekor Metals Limited
0.60σ drift · 4 recent docs
15.0
recent-vs-historical cosine 0.82
UTG
Unite Group plc
0.52σ drift · 6 recent docs
12.9
recent-vs-historical cosine 0.84
CAML
Central Asia Metals PLC
0.49σ drift · 17 recent docs
12.4
recent-vs-historical cosine 0.85
SRAD
Stelrad Group PLC
0.48σ drift · 3 recent docs
11.9
recent-vs-historical cosine 0.75
BRFI
BlackRock Frontiers Investment Trust PLC
0.48σ drift · 2 recent docs
11.9
recent-vs-historical cosine 0.85
PCTN
Picton Property Income LD
0.47σ drift · 4 recent docs
11.6
recent-vs-historical cosine 0.88
TIME
Time Finance plc
0.46σ drift · 2 recent docs
11.4
recent-vs-historical cosine 0.75
GST
Gstechnologies Ltd
0.44σ drift · 2 recent docs
11.0
recent-vs-historical cosine 0.69
INF
Informa plc
0.43σ drift · 14 recent docs
10.8
recent-vs-historical cosine 0.85
MTO
Mitie Group plc
0.42σ drift · 27 recent docs
10.4
recent-vs-historical cosine 0.83
SMIN
Smiths Group PLC
0.41σ drift · 15 recent docs
10.2
COR
Corpus Resources PLC
0.40σ drift · 2 recent docs
9.9
recent-vs-historical cosine 0.82
WINE
Naked Wines PLC
0.39σ drift · 3 recent docs
9.7
recent-vs-historical cosine 0.85
SFOR
S4 Capital PLC
0.38σ drift · 2 recent docs
9.6
recent-vs-historical cosine 0.75
ACSO
Accesso Technology Group plc
0.36σ drift · 3 recent docs
8.9
recent-vs-historical cosine 0.81
FDEV
Frontier Developments plc
0.34σ drift · 7 recent docs
8.4
recent-vs-historical cosine 0.88
KAP
Joint Stock Company National Atomic Company Kazatomprom
0.33σ drift · 3 recent docs
8.2
recent-vs-historical cosine 0.82
GMS
Gulf Marine Services plc
0.32σ drift · 4 recent docs
7.9
recent-vs-historical cosine 0.79
PAG
Paragon Banking Group plc
0.31σ drift · 11 recent docs
7.8
TIDMCompanyScoreDrift (σ)Cosine simRecent docsDrivers
SURESure Ventures PLC100.06.850.6432
narrative drifted 6.9σ from 4-doc historyrecent-vs-historical cosine 0.64
CHRYChrysalis Investments Limited63.62.550.7854
narrative drifted 2.5σ from 113-doc historyrecent-vs-historical cosine 0.78
BUCEBuccaneer Energy PLC46.11.850.8014
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
WIXWickes Group PLC44.41.780.7892
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.79
HSWHostelworld Group plc44.01.760.7982
narrative drifted 1.8σ (mild)recent-vs-historical cosine 0.80
MSIMS International plc39.81.590.6274
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.63
GAMAGamma Communications plc39.61.580.82831
narrative drifted 1.6σ (mild)recent-vs-historical cosine 0.83
THSTharisa plc38.71.550.7904
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
CRSCrystal Amber Fund Limited38.51.540.7953
narrative drifted 1.5σ (mild)recent-vs-historical cosine 0.79
APTDAptitude Software Group plc34.71.390.8403
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.84
FAIRFair Oaks Income Limited33.91.360.8152
narrative drifted 1.4σ (mild)recent-vs-historical cosine 0.82
PTECPlaytech PLC33.01.320.7913
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.79
POWPower Metal Resources PLC32.21.290.8093
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.81
SEQISequoia Economic Infrastructure Income Fund Limited32.01.280.8473
narrative drifted 1.3σ (mild)recent-vs-historical cosine 0.85
KNOSKainos Group plc23.80.950.8434
recent-vs-historical cosine 0.84
TFGTetragon Financial Group Limited23.50.940.8562
recent-vs-historical cosine 0.86
SEPLSeplat Energy PLC23.50.940.7682
recent-vs-historical cosine 0.77
HOCHochschild Mining plc23.40.940.7713
recent-vs-historical cosine 0.77
OMGOxford Metrics plc23.30.930.8513
recent-vs-historical cosine 0.85
SALSpaceandpeople PLC23.10.920.7262
recent-vs-historical cosine 0.73
KETLStrix Group plc22.30.890.8442
recent-vs-historical cosine 0.84
BOOMAudioboom Group PLC21.70.870.8802
recent-vs-historical cosine 0.88
TOMTomco Energy plc21.00.840.8012
recent-vs-historical cosine 0.80
PHEPowerhouse Energy Group plc20.80.830.7992
recent-vs-historical cosine 0.80
SNWSSmiths News PLC19.50.780.7542
recent-vs-historical cosine 0.75
EYEEagle EYE Solutions Group plc18.90.760.8673
recent-vs-historical cosine 0.87
FSFLForesight Solar Fund Limited18.20.730.9189
AIREAlternative Income Reit plc18.10.720.7532
recent-vs-historical cosine 0.75
BPTBridgepoint Group PLC17.40.700.8619
recent-vs-historical cosine 0.86
AEETParvus Energy Efficiency Trust PLC16.20.650.7513
recent-vs-historical cosine 0.75
GBGGB Group plc15.30.610.8474
recent-vs-historical cosine 0.85
TKOTrekor Metals Limited15.00.600.8164
recent-vs-historical cosine 0.82
UTGUnite Group plc12.90.520.8376
recent-vs-historical cosine 0.84
CAMLCentral Asia Metals PLC12.40.490.84517
recent-vs-historical cosine 0.85
SRADStelrad Group PLC11.90.480.7463
recent-vs-historical cosine 0.75
BRFIBlackRock Frontiers Investment Trust PLC11.90.480.8522
recent-vs-historical cosine 0.85
PCTNPicton Property Income LD11.60.470.8784
recent-vs-historical cosine 0.88
TIMETime Finance plc11.40.460.7502
recent-vs-historical cosine 0.75
GSTGstechnologies Ltd11.00.440.6872
recent-vs-historical cosine 0.69
INFInforma plc10.80.430.84614
recent-vs-historical cosine 0.85
MTOMitie Group plc10.40.420.83427
recent-vs-historical cosine 0.83
SMINSmiths Group PLC10.20.410.90715
CORCorpus Resources PLC9.90.400.8222
recent-vs-historical cosine 0.82
WINENaked Wines PLC9.70.390.8523
recent-vs-historical cosine 0.85
SFORS4 Capital PLC9.60.380.7492
recent-vs-historical cosine 0.75
ACSOAccesso Technology Group plc8.90.360.8073
recent-vs-historical cosine 0.81
FDEVFrontier Developments plc8.40.340.8757
recent-vs-historical cosine 0.88
KAPJoint Stock Company National Atomic Company Kazatomprom8.20.330.8153
recent-vs-historical cosine 0.82
GMSGulf Marine Services plc7.90.320.7894
recent-vs-historical cosine 0.79
PAGParagon Banking Group plc7.80.310.90211

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About this signal

Unsupervised drift from a company's own historical RNS narrative. Computes a centroid in embedding space for the historical corpus and the recent corpus, then measures the standard-deviation distance between them. 1.97× baseline cut rate over 180 days — the strongest single signal in the older model bank.

Useful precisely because it doesn't lean on hand-picked drivers — when a company starts talking about itself differently, that's the signal. Treat as a screen, not a recommendation.