Pith Number

pith:IQWVVC2K

pith:2026:IQWVVC2KQSURRQ22QYGTZ6VM3C

not attested not anchored not stored refs pending

Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability

Srinivasa Rao P., Vangmayi P Reddy

arxiv:2606.30512 v1 · 2026-06-29 · cs.LG · cs.AI · cs.CG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQWVVC2KQSURRQ22QYGTZ6VM3C}

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	2026-06-30T02:18:18.237310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

442d5a8b4a84a918c35a860d3cfaacd8bf8bb82368d1fcf2f4bc58abae58406c

Aliases

arxiv: 2606.30512 · arxiv_version: 2606.30512v1 · doi: 10.48550/arxiv.2606.30512 · pith_short_12: IQWVVC2KQSUR · pith_short_16: IQWVVC2KQSURRQ22 · pith_short_8: IQWVVC2K

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/IQWVVC2KQSURRQ22QYGTZ6VM3C \
  | 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: 442d5a8b4a84a918c35a860d3cfaacd8bf8bb82368d1fcf2f4bc58abae58406c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b4cedee13a1ed7d949a1a734132f0901c555f3b3d1edc217289cc350c5bc9d5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T16:20:02Z",
    "title_canon_sha256": "8fc7256bdbf30677aa6a22adfaaea1e609ea4e1a9c2ad3f12a4ca9b438da874c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30512",
    "kind": "arxiv",
    "version": 1
  }
}