Pith Number

pith:MICA4MAN

pith:2022:MICA4MANQOEZPM6W5NP6W7I6HM

not attested not anchored not stored refs pending

Submix: Practical Private Prediction for Large-Scale Language Models

Antonio Ginart, Chuan Guo, James Zou, Laurens van der Maaten

arxiv:2201.00971 v1 · 2022-01-04 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MICA4MANQOEZPM6W5NP6W7I6HM}

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

5 papers in Pith

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions

InvisibleInk: High-Utility and Low-Cost Text Generation with Differential Privacy

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Chain-of-Authorization: Embedding authorization into large language models

Receipt and verification

First computed	2026-07-05T03:45:14.793605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62040e300d838997b3d6eb5feb7d1e3b2e82624b727a2ac1ac5be0b651d3c8f0

Aliases

arxiv: 2201.00971 · arxiv_version: 2201.00971v1 · doi: 10.48550/arxiv.2201.00971 · pith_short_12: MICA4MANQOEZ · pith_short_16: MICA4MANQOEZPM6W · pith_short_8: MICA4MAN

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/MICA4MANQOEZPM6W5NP6W7I6HM \
  | 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: 62040e300d838997b3d6eb5feb7d1e3b2e82624b727a2ac1ac5be0b651d3c8f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e11437a8fe9951e5791b37de39da23221c31ecd5bc7ff77647fcad84d2b950c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-04T04:23:38Z",
    "title_canon_sha256": "c8cbdadad4aa3a8843ada03f66ccb32df0f0e054cf32bfd68b1542e5bb0608d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.00971",
    "kind": "arxiv",
    "version": 1
  }
}