Buildability / Receipt
Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Watch and verify: Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps
/buildability/detecting-hallucinations-in-speechllms-at-inference-time-using-attention-maps
Subject: Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Jonas Waldendorf; Bashar Awwad Shiekh Hasan; Evgenii Tsymbalov"
Compute
{"file name": "input.pdf", "number of pages": 14, "author": "Jonas Waldendorf; Bashar Awwad Shiekh Hasan; Evgenii Tsymbalov", "title": "Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Jonas Waldendorf; Bashar Awwad Shiekh Hasan; Evgenii Tsymbalov", "title": "Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Jonas Waldendorf; Bashar Awwad Shiekh Hasan; Evgenii Tsymbalov", "title": "Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/detecting-hallucinations-in-speechllms-at-inference-time-using-attention-maps
Paper ref
detecting-hallucinations-in-speechllms-at-inference-time-using-attention-maps
arXiv id
2604.19565
Freshness
Generated at
2026-04-22T03:20:21.585Z
Evidence freshness
stale
Last verification
2026-04-22T03:20:21.585Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
a0e2acdb1b79e0c9ceb256a93a797e26f2ca47ee1bf8c51f263b5e24c4c7e743
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.