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AI NewsAn Nvidia insider-turned-VC on why robotics hasn’t hit its ChatGPT moment, yet

An Nvidia insider-turned-VC on why robotics hasn’t hit its ChatGPT moment, yet

11:26 PM IST · October 16, 2026

An Nvidia insider-turned-VC on why robotics hasn’t hit its ChatGPT moment, yet

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 Amulya Vishwanath, who spent seven years leading product marketing for NVIDIA’s robotics platforms, says robotics is currently in its “Lego era,” with the basic building blocks like actuators, robotic hands, software, and safety standards still being rebuilt. This view runs counter to those who believe that robotics, powered by a general foundation model, is about to have its “ChatGPT moment” — that day when the shockingly capable chatbot was launched in late 2022. (General Intuition CEO Pim de Wittetold Equityearlier this year that a single general foundation model would make much of today’s specialized robotics work redundant, and be that moment.) On this episode of TechCrunch’sEquitypodcast, Dominic-Madori Davis caught up with Vishwanath to discuss where she’s writing first checks as the founder and managing partner ofTechable VC.They also talked about what she’s learned as one of the first women executives to spin out of Nvidia and launch her own early-stage firm investing in physical AI across robotics, materials science, and life sciences. Subscribe to Equity onYouTube,Apple Podcasts,Overcast,Spotifyand all the casts. You can also follow Equity onXandThreads, at @EquityPod.

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A federal judge denied a motion by xAI seeking to dismissan NAACP lawsuitaccusing the SpaceX-owned company of failing to obtain permits needed to operate the gas turbines powering its Colossus data center outside Memphis. Suing on behalf of the NAACP, the Southern Environmental Law Center said the AI company had “installed and operated at least 35 combustion turbines and other sources of air pollution at the Colossus site without ever obtaining the necessary preconstruction or operating air permits.” It also accused xAI of violating the Clean Air Act. xAI sought to have the lawsuit dismissed,claiming that the turbines are exemptfrom permitting requirements because they’re mobile. The company also argued that the plaintiffs did not have the standing to sue. “Because the plaintiffs have statutory standing under the Clean Air Act, because the combustion turbines are not ‘mobile sources’ under Mississippi’s [State Implementation Plan], and because the citizen suit provision does not violate Article II of the Constitution or the private nondelegation doctrine, the plaintiffs’ claims will proceed,” Judge Debra M. Brown wrote inher decision. Focusing on xAI’s claim that these kinds of citizen lawsuits are unconstitutional, Judge Brown wrote, “Because citizen suit plaintiffs sue on their own behalf, in their own name, and seek penalties that redress harm to themselves, they are not exercising the federal government’s executive power.” TechCrunch has reached out to SpaceX for comment. Ina statement, the NAACP’s director of environmental and climate justice Abre’ Connor described this as “another important victory in our effort to hold xAI accountable.” (A similar motion to dismiss from the Department of Justice wasdenied earlier this month) “The courts have repeatedly rejected attempts by xAI and the DOJ to dismiss the NAACP’s Clean Air Act case, affirming our right to pursue justice for communities impacted by pollution,” Connor said. “Our position has been clear: xAI cannot operate gas turbines without the required permits.” The NAACP lawsuit is moving forward as public opinion seems to have turned sharply against data centers, with New York recentlypassing a moratorium on new data centersand other state and local governments considering similar measures. The backlash also prompted Amazon and Microsoft topromise to stop using NDAsin their dealings with government agencies, and it could bea significant factor in the imminent U.S. midterm elections.

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An Nvidia insider-turned-VC on why robotics hasn’t hit its ChatGPT moment, yet