Paper Citation Record · LEDGER

The Scaling Paradox in Human-AI Collaboration

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.00818.

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

pith.paper-citation-record.v1
2608.00818 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:20:42.163052Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy3
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3b261b3-9924-454f-a529-5340df8276a8 · outbound

This paper cites Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity.

The Scaling Paradox in Human-AI Collaboration Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.116929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f256dc4e-f454-4312-92ae-bcbc1b040dab · outbound

This paper cites Experiment.

The Scaling Paradox in Human-AI Collaboration Experiment

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:20:42.383396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 46e3e755-4ae7-486d-af9e-469258c41e4d · outbound

This paper cites Deep Learning Scaling is Predictable, Empirically.

The Scaling Paradox in Human-AI Collaboration Deep Learning Scaling is Predictable, Empirically

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.134719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3681957-8484-410b-b8b8-5143cf1546ea · outbound

This paper cites Merali A (2025) Scaling laws for economic productivity: Experimental evidence in LLM-assisted consulting, data analyst, and management tasks.

The Scaling Paradox in Human-AI Collaboration Merali A (2025) Scaling laws for economic productivity: Experimental evidence in LLM-assisted consulting, data analyst, and management tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.142659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe4cbfd-b7a5-4b96-b118-c79b593f17a4 · outbound

This paper cites an unresolved cited work.

The Scaling Paradox in Human-AI Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:20:42.372772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 42e4d991-e1cb-4128-beb7-43179c41c0e6 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

The Scaling Paradox in Human-AI Collaboration The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.148966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154c1749-1cbd-4e49-9df6-b771c92c60dc · outbound

This paper cites URLhttps://www.reuters.com/technology/pwc-become-openai-largest-enterprise-custome r-wsj-reports-2024-05-29/, accessed: July 20,.

The Scaling Paradox in Human-AI Collaboration URLhttps://www.reuters.com/technology/pwc-become-openai-largest-enterprise-custome r-wsj-reports-2024-05-29/, accessed: July 20,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:20:42.360890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe5f221b-5835-47fb-b6c3-0b3dd9efa3dd · outbound

This paper cites an unresolved cited work.

The Scaling Paradox in Human-AI Collaboration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:20:42.348440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9453f69-2d72-425e-86a5-8d9f511ece37 · outbound

This paper cites an unresolved cited work.

The Scaling Paradox in Human-AI Collaboration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:20:42.335435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ba08b083-b73f-4e45-9a0b-25b19d94fc61 · outbound

This paper cites Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations.

The Scaling Paradox in Human-AI Collaboration Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.163052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a901b0a-a371-41f9-93eb-0be048117f7b · outbound

This paper cites Scaling Laws for Neural Language Models.

The Scaling Paradox in Human-AI Collaboration Scaling Laws for Neural Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T00:20:42.138961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0446c779-757c-4636-be95-85003245e476 · outbound

This paper cites an unresolved cited work.

The Scaling Paradox in Human-AI Collaboration Unresolved cited work

Reference 825

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:20:42.406464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15e7a652-d873-4451-96c9-d1fdc4ce2e20 · outbound

This paper cites an unresolved cited work.

The Scaling Paradox in Human-AI Collaboration Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:20:42.394578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aa748ed0-b3c4-4c79-87cd-30dbafb95f5c · outbound

This paper cites Management25(2):524–542.

The Scaling Paradox in Human-AI Collaboration Management25(2):524–542

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:20:42.418054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.