Pith Number

pith:AN373RUL

pith:2021:AN373RUL4D2KU4CCVL6OJZOP6C

not attested not anchored not stored refs pending

Benchmarking the Spectrum of Agent Capabilities

Danijar Hafner

arxiv:2109.06780 v2 · 2021-09-14 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AN373RUL4D2KU4CCVL6OJZOP6C}

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.

Cited by

15 papers in Pith

APPO: Agentic Procedural Policy Optimization

AutoMem: Automated Learning of Memory as a Cognitive Skill

CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization

Towards Faithful Agentic XAI: A Verification Method and an Open-World Benchmark for Better Model Faithfulness

Goal-Conditioned Agents that Learn Everything All at Once

Receipt and verification

First computed	2026-07-05T03:56:16.194381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0377fdc68be0f4aa7042aafce4e5cff08348ef2686b3c6aee90efec70c6f069a

Aliases

arxiv: 2109.06780 · arxiv_version: 2109.06780v2 · doi: 10.48550/arxiv.2109.06780 · pith_short_12: AN373RUL4D2K · pith_short_16: AN373RUL4D2KU4CC · pith_short_8: AN373RUL

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/AN373RUL4D2KU4CCVL6OJZOP6C \
  | 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: 0377fdc68be0f4aa7042aafce4e5cff08348ef2686b3c6aee90efec70c6f069a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd6e08db9fdb17df87089c3f8913e6e9f0c35eb528cc397395a2edf44a731607",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-09-14T15:49:31Z",
    "title_canon_sha256": "108865ccfaa59902bd78cfde70fe607ee9261e540ee69ce25a75d4ee382204d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.06780",
    "kind": "arxiv",
    "version": 2
  }
}