Pith. sign in
Pith Number

pith:SUYCXQ54

pith:2017:SUYCXQ54OHKZCOY5F4HHKGACHY
not attested not anchored not stored refs pending

Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest

David C Jangraw, Paul Sajda, Sameer Saproo, Victor Shih

arxiv:1709.04574 v1 · 2017-09-14 · cs.HC · cs.AI · cs.SY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SUYCXQ54OHKZCOY5F4HHKGACHY}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-18T00:35:11.241790Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

95302bc3bc71d5913b1d2f0e7518023e2a5ecf1b77910b23dc45f65fc6d1cddf

Aliases

arxiv: 1709.04574 · arxiv_version: 1709.04574v1 · doi: 10.48550/arxiv.1709.04574 · pith_short_12: SUYCXQ54OHKZ · pith_short_16: SUYCXQ54OHKZCOY5 · pith_short_8: SUYCXQ54
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SUYCXQ54OHKZCOY5F4HHKGACHY \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 95302bc3bc71d5913b1d2f0e7518023e2a5ecf1b77910b23dc45f65fc6d1cddf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "27b013405cda41a28fe5e01f34c057c43654e7ec77466a5c6323357f5f2f408e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2017-09-14T01:27:44Z",
    "title_canon_sha256": "fdb0f80bc3f3da2456f666189afe3eb49a56ad543a09d109c2bc89521d7c7bdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.04574",
    "kind": "arxiv",
    "version": 1
  }
}