Pith Number

pith:H5XSYKDT

pith:2024:H5XSYKDTMB4DQCSVQJM6CV5P3P

not attested not anchored not stored refs pending

Bootstrapping Linear Models for Fast Online Adaptation in Human-Agent Collaboration

Benjamin A Newman, Chris Paxton, Henny Admoni, Kris Kitani

arxiv:2404.10733 v1 · 2024-04-16 · cs.AI · cs.HC · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H5XSYKDTMB4DQCSVQJM6CV5P3P}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T08:08:44.249650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f6f2c28736078380a558259e157afdbdbc4f6767792c88f33b4b29d84714c3b

Aliases

arxiv: 2404.10733 · arxiv_version: 2404.10733v1 · doi: 10.48550/arxiv.2404.10733 · pith_short_12: H5XSYKDTMB4D · pith_short_16: H5XSYKDTMB4DQCSV · pith_short_8: H5XSYKDT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/H5XSYKDTMB4DQCSVQJM6CV5P3P \
  | 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: 3f6f2c28736078380a558259e157afdbdbc4f6767792c88f33b4b29d84714c3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "332352921d531dbafad0f6888169608baea15a08d4eae65222591ef2cb715dc2",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-16T17:05:43Z",
    "title_canon_sha256": "978c1d9e58e8cd603417fae96c18e915cf8ed71d864d4648080bc884bad7ade9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10733",
    "kind": "arxiv",
    "version": 1
  }
}