Paper Citation Record · LEDGER

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development

As of 5 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.18696.

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

pith.paper-citation-record.v1
2607.18696 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:41:33.846331Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 416b5afd-d4da-4107-8b44-57c03a06287f · outbound

This paper cites World Models.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development World Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:30.547795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c958bd6a-c854-4288-84d1-9e325a6754ff · outbound

This paper cites Genie: Generative Interactive Environments.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Genie: Generative Interactive Environments

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:30.650455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e2dd22-20fd-4036-bddb-bf9dfab056d4 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:30.801673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926646d9-5b19-4f0b-83f2-9b84d84f861e · outbound

This paper cites Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:30.895371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6459d6f-e47a-42ad-877b-f00b36b802ae · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Generative Agents: Interactive Simulacra of Human Behavior

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.001028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c338db6-729c-4319-a6f5-9ada672a8fb0 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.118418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578b1d21-0b59-4f69-8453-2b6647c86d05 · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.284699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 697a59a7-152e-4ff3-ab93-0ff51500c469 · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.363730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9b074e-2829-43ca-bda4-6b9a26e7c2e2 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.492492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de06270a-162b-4712-be1d-24ab335005bb · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.592502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c86292c-5e77-415f-9bf2-f484c7834127 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development AgentBench: Evaluating LLMs as Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.863204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e6e75c7-6ac2-428e-bd87-824901ba0ec8 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.712580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad76a857-026d-48a2-842f-0fcb6283447d · outbound

This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.206328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a38e9815-8bdd-43b8-be5b-62b0e1aa79ac · outbound

This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.038494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb09058-65b5-46af-a2e5-0060043034e2 · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.448979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9b4944-b645-4090-a902-de3cdaf4602f · outbound

This paper cites Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.329359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969a7d73-1e26-4f68-983d-d924daa94965 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.727076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f30e6886-5f06-4955-abb2-73c9b94328ad · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.546150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ddea80-c6c0-45d5-afb1-23c9a5138db7 · outbound

This paper cites Gonzalez, and Ion Stoica.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Gonzalez, and Ion Stoica

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.993158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba12cb67-681d-4943-851e-5ac33e677422 · outbound

This paper cites Holistic Evaluation of Language Models.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Holistic Evaluation of Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:32.871849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2d38e5-9ffc-4f52-8452-7c041975af5c · outbound

This paper cites Cohen, and Xinghua Lu.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Cohen, and Xinghua Lu

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:33.538040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04f5ca5-cd57-43c9-adc7-e92a415ec6ce · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:33.221219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3484dfc3-4906-4824-be1d-74f3564c5cdb · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:33.418230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe40fd2-2858-4550-ae61-3897d1cec0d1 · outbound

This paper cites an unresolved cited work.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:33.726478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2bc1e78-a401-4999-a4f1-10866513b133 · outbound

This paper cites Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, and others.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, and others

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:33.846331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e87e795-85a0-4998-be51-337eb1afac4f · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Do AI-Native Biotechs Need Departments? Benchmarking Company World Models for AI-Driven Drug Development Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T14:41:31.432244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.