Pith Number

pith:74MUXDPJ

pith:2025:74MUXDPJOAQM7EBL5SIU7BCNYA

not attested not anchored not stored refs pending

Feedforward in Generative AI: Opportunities for a Design Space

Bryan Min, Haijun Xia

arxiv:2502.14229 v2 · 2025-02-20 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{74MUXDPJOAQM7EBL5SIU7BCNYA}

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

2 papers in Pith

Making Abstraction Concrete: A Design Space and Interaction Model of Abstraction in Interactive Systems

Alignment has a Fantasia Problem

Receipt and verification

First computed	2026-07-05T10:49:51.644657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff194b8de97020cf902bec914f844dc00fb6276116cc5ea72aa28b7d6a82f06e

Aliases

arxiv: 2502.14229 · arxiv_version: 2502.14229v2 · doi: 10.48550/arxiv.2502.14229 · pith_short_12: 74MUXDPJOAQM · pith_short_16: 74MUXDPJOAQM7EBL · pith_short_8: 74MUXDPJ

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/74MUXDPJOAQM7EBL5SIU7BCNYA \
  | 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: ff194b8de97020cf902bec914f844dc00fb6276116cc5ea72aa28b7d6a82f06e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "194902ea87c4213d7a75dcc9220507783fc7804858f9517a4e3958f4f2c3606d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-02-20T03:46:26Z",
    "title_canon_sha256": "e4b89e56dfce18bbd5e539fee21bfec707e760ab5b6e1ee9c165e9240db0d144"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14229",
    "kind": "arxiv",
    "version": 2
  }
}