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Paper Citation Record · LEDGER

Feedforward in Generative AI: Opportunities for a Design Space

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.14229.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.14229 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:13:35.119670Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-13T01:27:02.728270Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4137ff8c-8203-44bf-8124-e281c43c4b02 · inbound

REVA: Supporting LLM-Generated Programming Feedback Validation at Scale Through User Attention-based Adaptation cites this paper.

REVA: Supporting LLM-Generated Programming Feedback Validation at Scale Through User Attention-based Adaptation Feedforward in Generative AI: Opportunities for a Design Space

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:35.119670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:35.119670Z digest=sha256:d1bc4bf4bf0c78e9c63f83851c7e09c3c91ddd73bb5fe1bb6d97c562d4f027fb

Observation c7d2bcd6-a69d-4934-9e86-95e7ff91e02c · inbound

Interaction as Intelligence: Deep Research With Human-AI Partnership cites this paper.

Interaction as Intelligence: Deep Research With Human-AI Partnership Feedforward in Generative AI: Opportunities for a Design Space

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T15:30:41.061461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:30:41.061461Z digest=sha256:2df6d0d375c2108a125a2fa0017455834bd6a64390f72d5df1b8767aae250665

Observation 1ab96970-7ee2-4d99-9a76-b7818e5aa370 · inbound

Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshop cites this paper.

Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshop Feedforward in Generative AI: Opportunities for a Design Space

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T14:38:49.392666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:38:49.392666Z digest=sha256:e91868c4ea0865a8243eb6134b08155aa75a23bd4d36245e6e8c6e816fd0a15e

Observation 0b0a7be9-79a3-4731-ad57-8e07b6fa1ba2 · inbound

Alignment has a Fantasia Problem cites this paper.

Alignment has a Fantasia Problem Feedforward in Generative AI: Opportunities for a Design Space

Reference 99

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:31:07.422392Z

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.

source=arxiv_source observed=2026-05-09T21:37:54.545865Z digest=sha256:951c857844e522797f302ec601ef026387af7c61d348640ba70b1b21acdd424a

Observation e6b7d3f0-6811-4474-9010-5fc0b72a02f5 · inbound

Making Abstraction Concrete: A Design Space and Interaction Model of Abstraction in Interactive Systems cites this paper.

Making Abstraction Concrete: A Design Space and Interaction Model of Abstraction in Interactive Systems Feedforward in Generative AI: Opportunities for a Design Space

Reference 118

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:27:02.730108Z

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.

source=pdf_text observed=2026-05-13T01:22:00.906626Z digest=sha256:4005186b7279e35e5aa820998eb6fa4fbfebc54655305e2c38bdfefb087103f2