Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T03:30:27.772884Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 2 inbound Pith citation observations for arXiv:2602.08159.
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 2026-08-03T03:30:27.772884Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:15:27.787692Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T01:56:14.690076Z
4 of 4 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a52654db-1941-4692-bc3f-db42024d1fa2 · outbound
The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Steering Language Models With Activation Engineering
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aef23209-1c42-4b73-9080-b40561c83e28 · outbound
The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Mistral 7B
Reference 1141
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00125620-1b61-4864-b76a-eda097439a8f · outbound
The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f99a94f8-29b9-4dc7-b6f3-30b49a148811 · outbound
The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models ISBN 979-8-89176-251-0
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f767fe3-4880-42a7-8e3e-b3c6c8139f5e · inbound
The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f40d70a3-dee2-49ce-982f-779c15591e09 · inbound
On the Robustness of LLMs' Internal Representation of Code Correctness The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.