Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T16:55:47.922639Z
Paper Citation Record · LEDGER
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents
As of 14 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 3 inbound Pith citation observations for arXiv:2509.14528.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T05:51:29.435703Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T10:36:52.907058Z
Reference resolution
93 of 93 outbound references displayed
- verified exact31
- verified fuzzy23
- unresolved30
- parse uncertain0
- malformed identifier1
- metadata mismatch8
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 456cea54-4c96-4628-9d48-e376ec8760dd · outbound
This paper cites Beautiful.ai.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Beautiful.ai
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.411124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2f097e81-5b95-49e8-8cbd-4cff6d0c15c7 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.407768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f2c076ab-4ad3-4913-9dda-df3ac548f081 · outbound
This paper cites Anysphere.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Anysphere
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.414610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5bd60ec5-83b8-4ff6-8d79-9beb9d35db3a · outbound
This paper cites Expedia Trip Matching AI Agent.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Expedia Trip Matching AI Agent
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.418371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ded0b0e2-cdf7-45e3-b086-298077a12486 · outbound
This paper cites Gamma Presentation Builder.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Gamma Presentation Builder
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.449648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3467499b-2cea-4baa-96df-b949bb6152b8 · outbound
This paper cites Genspark.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Genspark
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.440995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1f15b2bf-e276-4854-b448-a7195794acef · outbound
This paper cites LiveX AI Agent.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents LiveX AI Agent
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.437628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 761ab5d9-21f3-4509-9140-192bc734769c · outbound
This paper cites https://lovable.dev/ Accessed: 2025-09-01.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents https://lovable.dev/ Accessed: 2025-09-01
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.567512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2b85481f-268c-4598-8ba1-105bab9cfc54 · outbound
This paper cites Perplexity AI.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Perplexity AI
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.428603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2ddf2e31-e937-481e-a4d1-d8d2a3b6fb56 · outbound
This paper cites Salesforce Agentforce.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Salesforce Agentforce
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.431579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0fb560ce-b939-4078-b2f1-8c57a10d28a1 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.434558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 610bee53-d01f-4840-a63c-4b1b868687eb · outbound
This paper cites 2024.Introducing Perplexity Deep Research.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 2024.Introducing Perplexity Deep Research
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.446243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b2484361-2572-445e-9bc9-0d10ade895bb · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.421724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b2a06a82-4aa9-4957-aebd-93d19301a134 · outbound
This paper cites Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T16:56:37.782169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cf85bcb4-dcd3-43e2-833c-3705e173e00c · outbound
This paper cites Proceedings of the AAAI Conference on Human Computation and Crowdsourcing , author=.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Proceedings of the AAAI Conference on Human Computation and Crowdsourcing , author=
Reference 15
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.740111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5540bee6-4e55-41ca-ab98-81e7e36714a9 · outbound
This paper cites Challenges in Human-Agent Communication.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Challenges in Human-Agent Communication
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.044852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a97eefc4-82e6-4072-ba51-33c8e68f6ede · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.393710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 025c5729-c12d-487e-a47a-740bb79847b0 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.457868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation df751c81-62cd-4819-9c78-67fb3a1772e5 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.390478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9d1da708-16cf-4928-91d4-39caf8032b92 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.453512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0c14176b-8876-4fd0-acd4-a2d64e52a50e · outbound
This paper cites Language Models are Few-Shot Learners.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Language Models are Few-Shot Learners
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T16:56:38.134100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fad63746-33d2-4ad4-a751-78957fd4e0b7 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.578961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 78c66a56-4d0f-413c-8547-0356e3ee51d5 · outbound
This paper cites Learning by comparing: Boosting multimodal affective computing through ordinal learning,.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Learning by comparing: Boosting multimodal affective computing through ordinal learning,
Reference 23
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T16:56:37.697719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a4ea3c68-85d8-49a3-a491-b0f69efc1a6a · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.574902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c6da1b96-1380-4707-ad4a-eeb6c5083678 · outbound
This paper cites 1996.Microsoft FrontPage.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 1996.Microsoft FrontPage
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.571103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fc7bdb6e-2122-4c75-af48-e1b4a744dc25 · outbound
This paper cites Yip, Kiley Sobel, Caroline Pitt, Kung Jin Lee, Sijin Chen, Kari Nasu, and Laura R.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Yip, Kiley Sobel, Caroline Pitt, Kung Jin Lee, Sijin Chen, Kari Nasu, and Laura R
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.776384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ec559586-aa58-443b-954a-994e40f149c2 · outbound
This paper cites Halbert, David Kurlander, Henry Lieberman, David Maulsby, Brad A.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Halbert, David Kurlander, Henry Lieberman, David Maulsby, Brad A
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.563680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aba3c7f8-307f-4911-b61f-2f596f185aaa · outbound
This paper cites Agent Programming with Declarative Goals.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Agent Programming with Declarative Goals
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T16:56:38.109921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d200911-cd3f-4fbb-bc8f-20779c3cdd61 · outbound
This paper cites Towards A Rigorous Science of Interpretable Machine Learning.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Towards A Rigorous Science of Interpretable Machine Learning
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T16:56:38.128516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d15102cb-3013-4d67-be88-880256dfd857 · outbound
This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
Reference 30
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T16:56:38.035676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 533f8534-a175-4c99-9971-0d897f9ce1c3 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.704696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9132efb5-e97a-460d-bec3-ef9be94f681b · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.559502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 269f9bfa-602d-441b-b9db-81748c07bf5e · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.555371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d98052e-4d59-4451-b0e3-abff2adfce2e · outbound
This paper cites Gould, John Conti, and Todd Hovanyecz.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Gould, John Conti, and Todd Hovanyecz
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.797257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 25b1867c-7f15-4c69-8683-1ad517dc9b00 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.551749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 28b06268-a2a2-4603-8f17-a9a59106ba71 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 36
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-18T16:56:38.051143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 09f69016-95e6-4699-a6cf-3ea72b0b6008 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.547671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e1d49712-79e2-4bdd-82fb-6753f11aedfa · outbound
This paper cites OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.116444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation da920af2-9ff7-43a0-a0fd-0fea00039197 · outbound
This paper cites Hutchins, James D.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Hutchins, James D
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.543476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 73542359-e78a-474e-ad40-e430e09b6568 · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 40
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T16:56:38.027547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 49ac9b3b-836e-44b4-997c-0f901ff3fb8e · outbound
This paper cites AI Agents That Matter.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents AI Agents That Matter
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.104077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0554597a-4196-4d1f-bc4a-dd610c95ac14 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.539601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f96738fc-bedc-4111-ae2b-4f1023a28266 · outbound
This paper cites Chilton, Savvas Petridis, and Maneesh Agrawala.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Chilton, Savvas Petridis, and Maneesh Agrawala
Reference 43
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.719367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fc75f704-d22d-4803-97ac-0f5c9170b465 · outbound
This paper cites Hancock, and Michael S.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Hancock, and Michael S
Reference 44
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.744234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 47f1821e-fcb2-4277-a225-9584079e2446 · outbound
This paper cites I’m Not Sure, But.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents I’m Not Sure, But
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.535742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e5ce4cd5-f9e1-447f-a2cb-bca1c10b6769 · outbound
This paper cites Ko, Brad A.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Ko, Brad A
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.531994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 99fc1c9c-1dc7-402a-ac55-d41ab4ffc077 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.791547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f90cf20e-c6e7-4842-a2a9-0592e96c7d07 · outbound
This paper cites Human-Centered Explainable AI (XAI): From Algorithms to User Experiences.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Human-Centered Explainable AI (XAI): From Algorithms to User Experiences
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.008614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7f14e468-eb5b-4a3c-801d-2b8c7c831360 · outbound
This paper cites Natasha Chrissane Lobo, Himani H.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Natasha Chrissane Lobo, Himani H
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.735927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 278e1c6a-a0d8-4ebd-9183-7fb51f6b8fc5 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.725742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4f3d83d5-4965-4c20-b0c5-d921ae7ffabb · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.524670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 63385371-b7e3-425e-96a7-d66b103ad841 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.521385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5830ab3e-12c8-4b6f-a30a-8d955d7a019b · outbound
This paper cites 1994 , issue_date =.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 1994 , issue_date =
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.766121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 46bf78ee-a2df-4ead-88b3-1bd718c483d3 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.517822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9182c7e1-2fd8-4edc-9add-f6254936728e · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.582491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e8575d92-fe88-4871-8068-a0c341b8f0a9 · outbound
This paper cites Merritt, Kian Boon Tan, Christopher Ong, Aswin Thomas, Teong Leong Chuah, and Kevin McGee.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Merritt, Kian Boon Tan, Christopher Ong, Aswin Thomas, Teong Leong Chuah, and Kevin McGee
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.670142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 849efc9f-e024-4c02-890a-fe0d0913b767 · outbound
This paper cites Artificial Intelligence 267, pp.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Artificial Intelligence 267, pp
Reference 57
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.760508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d20998f4-f280-47af-81f9-217483f0e9ab · outbound
This paper cites 2023.Spotify Debuts a New AI DJ, Right in Your Pocket.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 2023.Spotify Debuts a New AI DJ, Right in Your Pocket
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.514482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a255e2a8-7e2c-4a1a-b47e-59e9b7f82852 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.511148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e44041a0-604c-4273-b01c-d0c7e9d49df6 · outbound
This paper cites 2025.Introducing ChatGPT agent: bridging research and action.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 2025.Introducing ChatGPT agent: bridging research and action
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.528308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 308fe1c7-eef9-4ea7-a9da-15a07d1cf8d3 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.508106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation db5bd08a-5f61-4ddf-ade8-3c4821ceb2c1 · outbound
This paper cites WebCanvas: Benchmarking Web Agents in Online Environments.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents WebCanvas: Benchmarking Web Agents in Online Environments
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T11:29:15.078502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 83c551a0-4bbe-4f32-b36f-ef34a8e54c10 · outbound
This paper cites Stroud, Xuan Zhu, Jennifer E.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Stroud, Xuan Zhu, Jennifer E
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.771616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6b57a97e-a594-484a-b4a4-d559c80f503a · outbound
This paper cites Humanity's Last Exam.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Humanity's Last Exam
Reference 64
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-18T16:56:38.089406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation be7d6571-f6fb-46d5-9c25-d73802579b8a · outbound
This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T16:56:38.122942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 189a45af-9aba-4ed3-8387-05919b4b83cb · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.505027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 08ef653f-f02e-4ba4-8052-2fa179d6da71 · outbound
This paper cites Measurement to Meaning: A Validity-Centered Framework for AI Evaluation.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Measurement to Meaning: A Validity-Centered Framework for AI Evaluation
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.077538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation efbf6a17-4eb1-4206-a879-eb427a460edd · outbound
This paper cites Quinto Lima, G.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Quinto Lima, G
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T16:56:37.756447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f369f5d7-af3d-490a-b94d-c1389569f449 · outbound
This paper cites Direct Manipulation: A Step Beyond Programming Languages.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Direct Manipulation: A Step Beyond Programming Languages
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.501880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d1ce1792-9980-4e38-984f-3c55a9d119ca · outbound
This paper cites 2022.Human-centered AI.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents 2022.Human-centered AI
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.498440Z
Source-reported events for the cited work
correction dated 2023-02-13. Source: crossref record 10.1007/s11016-023-00847-8->10.1007/s11016-023-00837-w:correction, observed 2026-07-11T02:55:47.428414+00:00. This notice travels one citation hop only.
Observation 834adbb7-a1d8-409a-917c-99cf369f145f · outbound
This paper cites interface agents , volume =.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents interface agents , volume =
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:37.750723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9a20c5e9-4725-4c9e-a471-59308fc6d051 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 72
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.688298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 62425b3b-f006-4397-8ebf-09fe40d4f916 · outbound
This paper cites Learning Too Much About Me.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Learning Too Much About Me
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.494417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d8eb6090-d5d5-4133-80ec-76ba213f5aff · outbound
This paper cites USENIX Association, Philadelphia, PA, USA.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents USENIX Association, Philadelphia, PA, USA
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.490244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d73a4592-d0dc-4782-9a36-52e6f5246b9b · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.484836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3440ee43-bf06-4d4c-9a21-e8ff02dd060d · outbound
This paper cites Audit Cards: Contextualizing AI Evaluations.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Audit Cards: Contextualizing AI Evaluations
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.021003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1dec8071-9c4e-4e3c-871c-ff938c0201b1 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.480985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c69343e9-7ea8-4ff1-ba37-df93a101e6d9 · outbound
This paper cites Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
Reference 78
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T16:56:38.062223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 038922e5-36a7-4ceb-b446-dd3ae1c06f0b · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.477583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 44663436-c8fc-414d-9905-34318df8cbcf · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.396818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 83fe21ac-56de-479a-ab53-578685b0f525 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.474198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d8de3fda-4cd6-40f7-b62a-20f25ae6cd94 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.425109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eb62eefd-12c4-47e7-a81c-8a2199e49b91 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.404213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 52ae5f52-93d0-4c69-b9ee-0b52fc4dc423 · outbound
This paper cites InProceedings of the 38th International Conference on Neural Information Processing Systems(Vancouver, BC, Canada)(NIPS ’24).
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents InProceedings of the 38th International Conference on Neural Information Processing Systems(Vancouver, BC, Canada)(NIPS ’24)
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.400720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3f60a580-3e7a-4af6-a39f-eca22ee308c7 · outbound
This paper cites EvalAI: Towards Better Evaluation Systems for AI Agents.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents EvalAI: Towards Better Evaluation Systems for AI Agents
Reference 85
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T16:56:38.014373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b05d4f2a-c51e-49a9-8cdf-df3e6ff6951c · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.470879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fc68c61e-4a29-45c7-a32c-5b163c5f93a8 · outbound
This paper cites Zamfirescu-Pereira, Richmond Y.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Zamfirescu-Pereira, Richmond Y
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T16:56:38.466603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 17546220-b092-4f09-a5e3-67bfe8765ba3 · outbound
This paper cites InProceedings of the 2023 CHI Conference on Human Factors in Computing Systems(Hamburg, Germany)(CHI ’23).
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents InProceedings of the 2023 CHI Conference on Human Factors in Computing Systems(Hamburg, Germany)(CHI ’23)
Reference 88
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.786845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ae64e193-c629-4a63-bdcb-fd64e07632bd · outbound
This paper cites Large Language Model-Brained GUI Agents: A Survey.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Large Language Model-Brained GUI Agents: A Survey
Reference 89
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T11:08:28.109115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b94bc60c-750a-4977-a480-abc5b46af5d3 · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 90
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T16:56:37.713080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c63011a0-de58-4c44-b418-24de5947d04f · outbound
This paper cites An Ideal Human.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents An Ideal Human
Reference 91
- Resolution
- verified exact
- doi, observed 2026-05-18T16:56:37.678960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0fd09ecd-ae8d-4f62-b9c9-038a8e7da0af · outbound
This paper cites an unresolved cited work.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Unresolved cited work
Reference 92
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T16:56:38.461899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4b5c71bf-7ef0-4105-a3ac-6b99ff6061ba · outbound
This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.
Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Agent-as-a-Judge: Evaluate Agents with Agents
Reference 93
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T16:56:38.071605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
Observation 089511f1-2587-4e80-b575-a806b587910d · inbound
Mind the Sim2Real Gap in User Simulation for Agentic Tasks cites this paper.
Mind the Sim2Real Gap in User Simulation for Agentic Tasks Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T05:51:29.435703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7422abe4-2228-4297-8194-821d8b99d36f · inbound
Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents cites this paper.
Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents
Reference 122
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T10:36:52.908443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 47349aa6-63e1-43a9-b017-c6abef422b89 · inbound
Motif: Discovering and Automating Personal Web Workflows cites this paper.
Motif: Discovering and Automating Personal Web Workflows Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T11:01:52.613585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.