Pith Number

pith:INVQQEMX

pith:2023:INVQQEMX6X4EC5RF5W34TUBZWS

not attested not anchored not stored refs pending

On Autonomous Agents in a Cyber Defence Environment

Christopher Moir, David Bowman, Maxwell Standen, Mitchell Kiely

arxiv:2309.07388 v1 · 2023-09-14 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{INVQQEMX6X4EC5RF5W34TUBZWS}

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

3 papers in Pith

Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP

FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast

Building Better Environments for Autonomous Cyber Defence

Receipt and verification

First computed	2026-07-05T06:50:34.817495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

436b081197f5f8417625edb7c9d039b4b6bf526ea76f859841306de1276bf7bb

Aliases

arxiv: 2309.07388 · arxiv_version: 2309.07388v1 · doi: 10.48550/arxiv.2309.07388 · pith_short_12: INVQQEMX6X4E · pith_short_16: INVQQEMX6X4EC5RF · pith_short_8: INVQQEMX

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/INVQQEMX6X4EC5RF5W34TUBZWS \
  | 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: 436b081197f5f8417625edb7c9d039b4b6bf526ea76f859841306de1276bf7bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9c3451b064be893f49235cc64f7cd4401cf2e2ea8a4607647e1a19b2f7574f3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-09-14T02:09:36Z",
    "title_canon_sha256": "34b5553aed89caffd4d6268431a38c429ffd6b24f81cf634acddef17206a2d0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.07388",
    "kind": "arxiv",
    "version": 1
  }
}