Pith Number

pith:UMBZMPIB

pith:2025:UMBZMPIBNHC4B625LPCDPEWPHU

not attested not anchored not stored refs pending

The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures

Alexander M. Fichtl, Edoardo Mosca, Georg Groh, Jeremias Bohn, Josefin Kelber

arxiv:2510.05364 v1 · 2025-10-06 · 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{UMBZMPIBNHC4B625LPCDPEWPHU}

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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

4 papers in Pith

Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

On Subquadratic Architectures: From Applications to Principles

Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall?

Receipt and verification

First computed	2026-08-18T02:15:39.292763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a303963d0169c5c0fb5d5bc43792cf3d3d56c0bb3c1d4823416733089753759a

Aliases

arxiv: 2510.05364 · arxiv_version: 2510.05364v1 · doi: 10.48550/arxiv.2510.05364 · pith_short_12: UMBZMPIBNHC4 · pith_short_16: UMBZMPIBNHC4B625 · pith_short_8: UMBZMPIB

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/UMBZMPIBNHC4B625LPCDPEWPHU \
  | 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: a303963d0169c5c0fb5d5bc43792cf3d3d56c0bb3c1d4823416733089753759a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "761efd82d0fa1c2a1b95d1c3e50dcbf0399348049007d6e2728ee3c64da6fe8e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-06T20:45:34Z",
    "title_canon_sha256": "c4c2dec2929f03bc3d195740e35e1057ea0b4087319d6dcd760a5523ea4f398b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.05364",
    "kind": "arxiv",
    "version": 1
  }
}