Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:56:47.212262Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2511.17864.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:56:47.212262Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T06:05:02.194973Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T09:55:40.748226Z
6 of 6 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 89a95699-1392-4f58-ad6b-5ff89b32f7a6 · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks This is achieved using the analytical RMSNorm inversion derived in Section B.2
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba502134-3658-4777-a3e9-c4f604acc89d · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks ∆Wdown = δ·h ⊤ gated,C ∥hgated,C ∥2 14
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 684f042d-76ef-4cc3-b88f-7aa0b932be38 · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks Let the new pre-norm vector beh ′ down = (Wdown + ∆Wdown)hgated,C =h target
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 356c2613-e29b-403e-b3fe-4a1960bfcb97 · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bb9d03d-7813-4fc2-83e1-5777f2b6009b · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks • As µ→ (mink m2 k)−, at least one denominator term ( m2 k −µ )2 → 0+, causing the sum to diverge
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a20191e0-570a-4f3b-bf6a-9868760d4947 · outbound
Equivalence of Context and Parameter Updates in Modern Transformer Blocks Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c39fe854-3466-4a7c-8204-840498d290c6 · inbound
SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models Equivalence of Context and Parameter Updates in Modern Transformer Blocks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.