AlphaChip (controversy)
Internal dispute at Google and legal proceedings: Tighten wording. Source IDs not needed as contained in references.
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=== Internal dispute at Google and legal proceedings === |
=== Internal dispute at Google and legal proceedings === |
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In 2022, |
In 2022, Satrajit Chatterjee, a Google engineer involved in reviewing the ''AlphaChip'' work, raised concerns internally and participated in drafting an alternative analysis. Chatterjee and co-authors prepared a manuscript, referred to as ''Stronger Baselines''.{{cite web |url=https://statmodeling.stat.columbia.edu/wp-content/uploads/2022/05/MLcontra.pdf |title=Stronger Baselines for Evaluating Deep Reinforcement Learning in Chip Placement}} In this work, leaked anonymously in 2022, they argued that established methods outperformed the RL approach when compared fairly. In March 2022, Google declined to publish this analysis and terminated Chatterjee's employment. |
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Chatterjee filed a [[wrongful dismissal]] lawsuit, alleging that representations related to the ''AlphaChip'' research involved [[fraud]] and [[scientific misconduct]]. According to court documents, Chatterjee's study was conducted "in the context of a large potential Google Cloud deal" and he noted that it "would have been unethical to imply that we had revolutionary technology when our tests showed otherwise" and claimed Google was deliberately withholding material information. Furthermore, the committee that reviewed his paper and disapproved its publication was allegedly chaired by subordinates of [[Jeff Dean]], a senior co-author of the ''Nature'' paper.{{rp|30}} Google’s subsequent motion to dismiss was denied, holding that Chatterjee had plausibly alleged retaliation for refusing to engage in conduct he believed would violate state or federal law. |
Chatterjee filed a [[wrongful dismissal]] lawsuit, alleging that representations related to the ''AlphaChip'' research involved [[fraud]] and [[scientific misconduct]]. According to court documents, Chatterjee's study was conducted "in the context of a large potential Google Cloud deal" and he noted that it "would have been unethical to imply that we had revolutionary technology when our tests showed otherwise" and claimed Google was deliberately withholding material information. Furthermore, the committee that reviewed his paper and disapproved its publication was allegedly chaired by subordinates of [[Jeff Dean]], a senior co-author of the ''Nature'' paper.{{rp|30}} Google’s subsequent motion to dismiss was denied, holding that Chatterjee had plausibly alleged retaliation for refusing to engage in conduct he believed would violate state or federal law. |
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