Databricks co-founder wins prestigious ACM award, says ‘AGI is here already’
The $250k award winner argues we must stop judging AI by human standards to unlock its true potential.
Databricks co-founder and CTO Matei Zaharia has been awarded the prestigious 2026 ACM Prize in Computing, which includes a $250,000 cash prize he plans to donate to charity. The award recognizes his PhD work that became the open-source project Apache Spark, a technology that revolutionized big data processing and formed the core of Databricks. The company, now valued at $134 billion with $5.4 billion in revenue, has become a foundational platform for modern AI and agent development.
In a forward-looking interview, Zaharia made the provocative claim that 'AGI is here already,' but argues it's not in a form we appreciate because we incorrectly apply human standards. He warns that anthropomorphizing AI, like trusting agent systems such as OpenClaw with sensitive tasks, creates security nightmares. Instead, he is most excited about 'AI for search' in research and engineering—using AI's unique strengths to simulate molecular interactions, interpret sensor data like radio waves, and automate complex information synthesis, moving beyond simple text and image generation.
- Matei Zaharia wins 2026 ACM Prize for creating Apache Spark, the engine behind $134B Databricks.
- He argues 'AGI is here' but warns against human-centric benchmarks, citing security risks of AI agents like OpenClaw.
- His vision is 'AI for research'—automating complex tasks from molecular simulation to data synthesis beyond text and images.
Why It Matters
A leading architect of the data stack challenges how we evaluate AI, shifting focus from human-like reasoning to practical, superhuman automation for research and security.