humanist superintelligence
In plain wordsMicrosoft AI's name for very advanced AI that is deliberately kept limited, controllable and aimed at specific human problems such as medicine and energy, rather than all-powerful general systems.
A vision of superintelligencesuperintelligence, n.: A mind, usually imagined as an AI, that would leave even the cleverest people far behind in nearly every kind of thinking, not just in one game or skill. None is known to exist. as highly capable AI designed to serve people, restricted in autonomy and directed at particular problems — medical diagnosis, education, clean energy — rather than an unbounded general system meant to outperform humans at everything. Its proponents make containment and alignmentAI alignment, n.: Making an AI system genuinely try to do what the people it serves want — not a literal-minded, distorted or self-serving version of it. Also the research field working on this. continuing preconditions rather than one-time checks, and reject both the framing of a race to AGIartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive. and the binary of boom versus doom. As an early instance they cite 'medical superintelligence': a diagnostic system reported to solve about 85% of difficult published clinical case challenges, against roughly 20% for experienced physicians tested on the same cases.
Microsoft frames its diagnostic work as humanist superintelligence: superhuman, but only at medicine.
Origin
Set out by Mustafa Suleyman, chief executive of Microsoft AI, in the essay 'Towards Humanist Superintelligence' (6 November 2025), which also announced the MAI Superintelligence Team that he leads.
Usage note
One of several laboratories' framings of their goal; compare Meta's personal superintelligencepersonal superintelligence, n.: Mark Zuckerberg's term for a future AI far smarter than people that would serve each person as their own helper, rather than one central system doing everyone's work. and Suleyman's own warnings about seemingly conscious AIseemingly conscious AI, n.: An AI that gives such a convincing impression of having feelings and a self that people believe it is conscious, whether or not it actually is..
Related
- superintelligencesuperintelligence, n.: A mind, usually imagined as an AI, that would leave even the cleverest people far behind in nearly every kind of thinking, not just in one game or skill. None is known to exist.
- personal superintelligencepersonal superintelligence, n.: Mark Zuckerberg's term for a future AI far smarter than people that would serve each person as their own helper, rather than one central system doing everyone's work.
- seemingly conscious AIseemingly conscious AI, n.: An AI that gives such a convincing impression of having feelings and a self that people believe it is conscious, whether or not it actually is.
- tool AItool AI, n.: AI built to be used like an instrument, answering, suggesting or calculating when asked, rather than pursuing goals on its own. Some argue that this is the only kind we should build.
- capability controlcapability control, n.: Keeping a powerful AI safe by limiting what it is able to do, for example by cutting it off from the internet, rather than by shaping what it wants.
- Mustafa SuleymanMustafa Suleyman, prop. n.: A British entrepreneur who co-founded DeepMind and Inflection AI, leads Microsoft's effort to build its own advanced AI models, and has written about the difficulty of containing powerful AI.
Sources
- Suleyman, M. (2025). Towards Humanist Superintelligence. Microsoft AI, 6 November 2025. microsoft.ai/news/towards-humanist-superintelligence
Mentioned in
artificial superintelligenceartificial superintelligence, n.: Superintelligence in machine form: AI that would outthink the best humans at nearly every intellectual task. Often shortened to ASI and pictured as the stage after human-level AI., Mustafa SuleymanMustafa Suleyman, prop. n.: A British entrepreneur who co-founded DeepMind and Inflection AI, leads Microsoft's effort to build its own advanced AI models, and has written about the difficulty of containing powerful AI., personal superintelligencepersonal superintelligence, n.: Mark Zuckerberg's term for a future AI far smarter than people that would serve each person as their own helper, rather than one central system doing everyone's work.