“AGI Has Arrived”: Industry Declarations, Benchmark Discrepancies, and the Launch of GPT-6 Astra

Wed Sep 09 2026 /Mpelembe Media/ — The public discussion surrounding artificial general intelligence reached a pivotal moment following the rollout of OpenAI’s GPT-6 Astra in September 2026. Nvidia CEO Jensen Huang declared on social media that “AGI has arrived,” highlighting Astra’s training on more than 100,000 Grace Blackwell NVLink72 GPUs and noting that another 400,000 GPUs are scheduled to come online. This definitive stance represented a sudden shift from Huang’s statements during Nvidia’s Q2 FY2027 earnings call just days prior, where he described traditional AGI milestones as “senseless” and emphasized that the industry should focus on practical utility, useful work, and generating “profitable tokens”. Over the preceding two years, Huang’s public timeline for AGI shifted from passing every human test within five years to defining it as an AI capable of creating a temporary viral application, while acknowledging that AI agents remained incapable of replicating the complex work of running Nvidia itself. Analysts note that by framing Astra’s rollout as the literal arrival of AGI, Huang reinforced the market narrative that massive hardware investments directly drive corporate revenue. Continue reading →