There is something strange about the current path to AI.

We are trying to build systems that exceed human intelligence by training them on what humans have already produced. The training signal is us. So is much of the shape of the system. That path has worked astonishingly well. Internet-scale training has turned the accumulated record of human language, code, science, argument, and culture into a new kind of machine intelligence.

But evolution took a different route.

There was no pre-existing intelligence to imitate. Agents acting in the world, with survival as the feedback. Across billions of years, that loop produced minds that can discover mathematics on roughly twenty watts of glucose.

Maybe intelligence does not have to begin by imitating intelligence.

Ineffable Intelligence is built around that question. What if the next frontier is not a larger model trained on more of the human record, but a superlearner that discovers knowledge from its own experience? A system that begins with elementary motor skills, learns by doing, and gradually builds its own understanding of the world. One that can rediscover language, science, mathematics, and technology, and then move beyond the limits of what humans happened to write down.

David Silver has been pushing this frontier for decades: Atari from pixels, AlphaGo, AlphaZero, systems that learned chess, shogi, and Go through self-play, and later work contributing to AlphaFold and AlphaProof. Reduce the human scaffold. Let the system learn from experience. See how far it can go.

If this works, it would suggest that intelligence has a deeper, more general structure. Darwin gave us a law for life. The hope here is a companion law for intelligence -- one that can both explain it, and build it.

We are proud to support Ineffable Intelligence as part of their $1.1 billion seed round, alongside Sequoia Capital, Lightspeed, Index Ventures, NVIDIA, Google, DST Global, Wellcome Trust, Bond Capital, British Business Bank, Flying Fish Partners, Evantic Capital, Sovereign AI Fund, and a group of thoughtful angels.

Some ideas expand the frontier a little.
Others ask whether the frontier itself is in the right place.
We’re excited to see how Ineffable reshapes what’s possible.