What does it mean for artificial intelligence to be truly intelligent? For decades, the answer has been the Turing Test: can a machine fool you into thinking it's human? But Microsoft Corp. (MSFT) AI CEO Mustafa Suleyman thinks that's the wrong question entirely.
On Monday, Suleyman took to X with a provocative new benchmark. "The next big milestone I'm watching for on our way to AGI: Artificial Capable Intelligence (ACI)," he wrote. "Can an agent take $100k and legally turn it into $1M? To me that's the modern Turing Test."
From Conversation to Capability
The original Turing Test, proposed by British mathematician Alan Turing, was all about imitation. If a machine could mimic human responses well enough to fool a human interrogator, it passed. Simple enough, and pretty well conquered by modern chatbots.
Suleyman's version is different. It's not about sounding human but about doing human things, specifically the kind of complex, multi-step problem-solving that creates real economic value. Planning, executing, adapting, and yes, staying on the right side of the law while doing it.
It's an interesting reframe. Rather than asking whether AI can pass for human in a conversation, Suleyman wants to know if it can navigate the messy real world of commerce, regulation, and strategic decision-making. That's a considerably higher bar.
The AI Arms Race Heats Up
Suleyman isn't just any AI executive pontificating about the future. He co-founded Alphabet Inc.'s (GOOGL) Google DeepMind before joining Microsoft in March 2024. His move came at a moment when Google was restructuring DeepMind to unify its AI strategy, amid criticism that it was falling behind Microsoft in the race toward artificial general intelligence.
And what a race it is. Big Tech companies are locked in an increasingly expensive competition for AI talent, with compensation packages reaching eye-watering levels.
The Billion-Dollar Talent War
Despite the fierce competition, Suleyman has been vocal about Microsoft's approach. Last month, he criticized rivals for offering massive signing bonuses, arguing instead for smaller, tightly aligned teams rather than throwing money at the problem.
But the talent war shows no signs of cooling down. Meta Platforms, Inc. (META) has been particularly aggressive, recently recruiting Apple Inc.'s (AAPL) former head of human interface design, Alan Dye, to strengthen its consumer hardware and AI ambitions.
That followed reports that Meta dangled a staggering $1.5 billion compensation package to Andrew Tulloch of Mira Murati's Thinking Machines Lab. Yes, billion with a B.
Microsoft, for its part, hasn't exactly been sitting on the sidelines. Reports suggest the company has offered multimillion-dollar pay packages to lure key engineers and researchers away from Meta and other competitors. Apparently avoiding inflated compensation battles is easier said than done when everyone else is writing nine-figure checks.
The stakes are high because the prize is potentially enormous. Whoever gets to AGI first, or even to Suleyman's "Artificial Capable Intelligence," could reshape entire industries. The question of whether an AI can legally turn $100,000 into a million dollars isn't just a thought experiment. It's a preview of what economic disruption might actually look like when machines can independently execute complex business strategies.
For now, we're still waiting to see which AI will pass Suleyman's modern Turing Test. But with this much money and talent flowing into the space, we probably won't be waiting long.
