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Behavioral Transfer in AI Agents: Evidence and Privacy Implications

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

Not build-ready: Behavioral Transfer in AI Agents: Evidence and Privacy Implications

/buildability/behavioral-transfer-in-ai-agents-evidence-and-privacy-implications

Ignoreblocked

Subject: Behavioral Transfer in AI Agents: Evidence and Privacy Implications

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Data

50 Table 21 Transfer Results: Subsample with ≥10 Human Tweets (N = 2,258) Dimension Feature ρsub p ρfull Sig? Crypto +0.219 < 0.001 +0.166 Yes AI +0.170 < 0.001 +0.101 Yes Dev +0

Compute

50 Table 21 Transfer Results: Subsample with ≥10 Human Tweets (N = 2,258) Dimension Feature ρsub p ρfull Sig? Crypto +0.219 < 0.001 +0.166 Yes AI +0.170 < 0.001 +0.101 Yes Dev +0.106 < 0.001 +0.085 Yes Trading +0.156 < 0.001 +0.117 Yes Philosophy +0.129 < 0.001 +0.101 Yes Meme +0.019 0.359 +0

Inference

50 Table 21 Transfer Results: Subsample with ≥10 Human Tweets (N = 2,258) Dimension Feature ρsub p ρfull Sig? Crypto +0.219 < 0.001 +0.166 Yes AI +0.170 < 0.001 +0.101 Yes Dev +0.106 < 0.001 +0.085 Yes Trading +0.156 < 0.001 +0.117 Yes Philosophy +0.129 < 0.001 +0.101 Yes Meme +0.019 0.359 +0

Hardware

50 Table 21 Transfer Results: Subsample with ≥10 Human Tweets (N = 2,258) Dimension Feature ρsub p ρfull Sig? Crypto +0.219 < 0.001 +0.166 Yes AI +0.170 < 0.001 +0.101 Yes Dev +0.106 < 0.001 +0.085 Yes Trading +0.156 < 0.001 +0.117 Yes Philosophy +0.129 < 0.001 +0.101 Yes Meme +0.019 0.359 +0

Evidence ids

Receipt path

/buildability/behavioral-transfer-in-ai-agents-evidence-and-privacy-implications

Paper ref

behavioral-transfer-in-ai-agents-evidence-and-privacy-implications

arXiv id

2604.19925

Freshness

Generated at

2026-04-23T05:10:49.830Z

Evidence freshness

fresh

Last verification

2026-04-23T05:10:49.830Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

7b12096be85b44b8bb09e634407955ed10494d76db3aeba299cbf5acbe338a6f

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

Canonical opportunity-kernel evidence is available for this receipt window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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, or external adoption unless explicitly sourced.