Jensen Huang Says 'AGI Has Arrived' With OpenAI's GPT-6 Astra, but Has It Really? — 'No Evidence and No Definitions,' Says Skeptic

On Sunday, Nvidia Corp (NASDAQ:NVDA) CEO Jensen Huang declared that artificial general intelligence has arrived with OpenAI’s GPT-6 Astra, but prominent AI critic Gary Marcus quickly pushed back.

Jensen Huang Declares AGI Has Arrived

Huang took to X and congratulated OpenAI on Astra.

"From ChatGPT to o1 to Astra in 4 years," Huang wrote. "AGI has arrived. Congratulations @OpenAI team."

He also highlighted that Astra was trained using more than 100,000 Nvidia Grace Blackwell NVLink72 systems. He added that another 400,000 Nvidia GPUs are coming online.

GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4 years.AGI has arrived. Congratulations @OpenAI team.400K GPUs coming online next.— Jensen Huang (@JensenHuang) September 6, 2026

OpenAI has described Astra as its most intelligent and aligned model. The company said Astra scored 98% on FrontierMath Tier 4, 99.9% on ARC-AGI-3 and 100% on ExploitBench.

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Gary Marcus Pushes Back

Marcus, an NYU professor and longtime AI skeptic, was far less convinced.

"Sad to see Jensen claim that AGI has arrived, with no evidence and no definitions," Marcus wrote.

He argued that Astra still falls short under conventional definitions of AGI and warned that declaring victory without first agreeing on what AGI means "simply muddies the waters."

Sad to see Jensen claim that AGI has arrived, with no evidence and no definitions.I would urge him to read https://t.co/j6QDjPa2zg by @hendrycks, @Yoshua_Bengio & many others (including myself), and to consider how Astra is doing on the kinds of examples I laid out in my bet… https://t.co/NU0v2w7GzT— Gary Marcus (@GaryMarcus) September 6, 2026

OpenAI President Greg Brockman shared Huang’s post and said the company is "now moving into the AGI era."

we're now moving into the AGI era (whether you view it as this model, the last one, or the next one), and could not do it without close partners https://t.co/DBPF7QRqyJ— Greg Brockman (@gdb) September 6, 2026

Huang Has Been Calling AGI Here Since 2025

In March 2025, Huang said he believed AGI had already arrived during an appearance on the Lex Fridman Podcast. "I think we’ve achieved AGI."

According to Stanford’s Institute for Human-Centered AI, AGI refers to AI that can learn, reason and apply knowledge across a broad range of tasks at a human level or beyond.

Unlike narrow AI, AGI could adapt to unfamiliar situations. However, the concept remains debated because there is no universally accepted definition or test for AGI and ongoing safety and ethical concerns persist.

During the podcast, Huang said his definition does not depend on whether the AI business remains successful.

In his view, an AI that creates a viral app, generates $1 billion in revenue and eventually shuts down could still qualify as AGI — similar to short-lived dot-com companies that nonetheless demonstrated real commercial success.

At the 2023 New York Times DealBook Summit, Huang had said AGI could become a reality within five years. At the time, he defined AGI as a computer or software system capable of performing tasks that require human-level intelligence.

Price Action: Nvidia shares closed at $230.36 on Friday, up 0.84%. The stock fell 0.38% to $229.49 in after-hours trading, according to Benzinga Pro.

According to Benzinga Edge Rankings, Nvidia ranks in the 98th percentile for growth and has maintained positive price-trend ratings across short-, medium- and long-term periods.

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