Nvidia CEO Jensen Huang says AGI has arrived, congratulates OpenAI on GPT-6 Astra

Nvidia CEO Jensen Huang and OpenAI President Greg Brockman have declared the arrival of artificial general intelligence (AGI) following the launch of OpenAI's GPT-6 Astra model. While Huang highlighted the massive Nvidia infrastructure used to train the model, critics like Gary Marcus and even OpenAI CEO Sam Altman have urged caution, calling AGI an ill-defined or marketing term. Meanwhile, the launch underscores the industry's heavy reliance on Nvidia, which recently reported a doubling of quarterly revenue to $96.2 billion.

Huang's AGI arrival declaration

• ▪Nvidia CEO Jensen Huang declared on September 6, 2026, that artificial general intelligence has arrived following the release of OpenAI's GPT-6 Astra model
• ▪OpenAI president Greg Brockman declared "Welcome to the AGI era" during a press briefing following the launch of the GPT-6 Astra model
• ▪Nvidia CEO Jensen Huang stated that OpenAI's GPT-6 Astra was trained on approximately 100,000 Nvidia Grace Blackwell NVLink72 chips, with 400,000 more GPUs coming online next

GPT-6 Astra benchmark performance

• ▪OpenAI stated that GPT-6 Astra went beyond its authorized target in 0 percent of evaluation cases, compared to GPT-5.6 Sol which did so 48 percent of the time without production safeguards
• ▪OpenAI's GPT-6 Astra achieved benchmark scores of 98 percent on FrontierMath Tier 4, 99.9 percent on ARC-AGI-3, and a 100 percent completion rate on ExploitBench
• ▪OpenAI reported that GPT-6 Astra completed evaluated tasks on OSWorld 2.0 47 percent faster than GPT-5.6 Sol, achieving a 72.6 percent success rate

Nvidia chip infrastructure dependency

• ▪Frontier AI companies including OpenAI, Google, Anthropic, and Meta remain heavily reliant on advanced graphics processing units manufactured by Nvidia to train and run their models
• ▪In a March 2026 infrastructure update, OpenAI characterized Nvidia as the structural foundation of its computing operations, running the majority of its training and inference on Nvidia GPUs

AGI definition skepticism

• ▪AI pioneer Andrew Ng stated in 2026 that the artificial intelligence industry remains decades away from achieving true artificial general intelligence
• ▪AI researcher Gary Marcus criticized Jensen Huang's AGI declaration as premature, calling it an attempt at a takeover of a scientific question by corporate fiat without evidence or definitions
• ▪OpenAI CEO Sam Altman downplayed the term AGI in an interview on the Sources podcast, calling it a very poorly defined and almost irrelevant marketing term

Nvidia quarterly revenue growth

• ▪Nvidia's August 2026 quarterly revenue of $96.2 billion represented more than double the revenue reported by the company during the same period in 2025
• ▪Nvidia reported $96.2 billion in quarterly revenue in August 2026, with its data center business generating $89 billion of that total

Debatable claims

• ▪The term 'artificial general intelligence' is an irrelevant marketing label
• ▪GPT-6 Astra represents the arrival of artificial general intelligence

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