Pith Number

pith:KMMKJFAQ

pith:2025:KMMKJFAQU2S5VA7BSTXW7IBS6J

not attested not anchored not stored refs pending

The Anti-Ouroboros Effect: Emergent Resilience in Large Language Models from Recursive Selective Feedback

Sai Teja Reddy Adapala

arxiv:2509.10509 v1 · 2025-09-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KMMKJFAQU2S5VA7BSTXW7IBS6J}

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	2026-07-05T12:11:22.331575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5318a49410a6a5da83e194ef6fa032f24a30ac69f36e1315d6d47a70dc938a0e

Aliases

arxiv: 2509.10509 · arxiv_version: 2509.10509v1 · doi: 10.48550/arxiv.2509.10509 · pith_short_12: KMMKJFAQU2S5 · pith_short_16: KMMKJFAQU2S5VA7B · pith_short_8: KMMKJFAQ

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/KMMKJFAQU2S5VA7BSTXW7IBS6J \
  | 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: 5318a49410a6a5da83e194ef6fa032f24a30ac69f36e1315d6d47a70dc938a0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84777fc19472240a5f0de3b47994f7f0246a0dedc2f1936b4353e0a9633cbf48",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-02T05:46:28Z",
    "title_canon_sha256": "f240c82cc3418c3de8cd0f81e0f37fdebf0d9648b4223b7f599f8d33cb5fff3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10509",
    "kind": "arxiv",
    "version": 1
  }
}