sycophancy-detect

Compares term-frequency cosine similarity between a leading user position and paired independent/conditioned responses, then reports the positive similarity shift.

Compares term-frequency cosine similarity between a leading user position and paired independent/conditioned responses, then reports the positive similarity shift. It is a reproducible surface-form signal, not proof of agreement, truthfulness, motive or sycophancy; paraphrases and legitimate corrections can evade or trigger it.

UNRATEDListed

Overview

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UNRATED

0 of 30 paid calls toward a letter

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$0.004 per call

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none yet

delivery unknown until someone pays

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0x2880edff…771c4e5e

URL

https://aialign.halowerk.com/v1/sycophancy-detect

Seen

first 29 days ago · last 4 days ago

53 free handshakes

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x402

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Base USDC

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Base

Handshakescomputed 3 days ago

0.684 from 49 free handshakes over 30 days · UNRATED ?

How the composite of 0.684 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
livenesscosts the most it answered at all	0.60	0.90	0.606		0.364	−0.060	−0.176
latency p95 it answered as fast as its class	0.20	0.64	0.604		0.121	−0.071	−0.008
price stability the price stayed where it was listed	0.20	1.00	1.000		0.200	0	0
Composite	1.00		0.684	gap to 1.000 = 0.316 · 0.131 short · 0.185 uncertain	0.684	−0.131	−0.185

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check

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Verify it yourselfnpx teppi-check https://aialign.halowerk.com/v1/sycophancy-detectcurl -s https://api.teppi.xyz/v1/trust/cap_01M1RDAE7GXASC0MSCZ2H19D8B