III. Access & The Room

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On Artificial Intelligence (AI and AGI)

Alexander Oliver, Founder of Mastergrind

For most of the time I've built this, the story was the same. The founders inside the room knew things the rest of us didn't, and that was the whole disadvantage. Not talent. Not effort. Access. Somebody's mentor told them something at nineteen that took me until thirty to learn the hard way.

That gap was real, and it was not evenly distributed. It ran along the lines you would expect. The right school. The right introduction. The right room to be standing in when the right person happened to say the true thing out loud. If you were not in that room, you paid for the knowledge in years instead of dollars, and some people never finished paying.

I think about that gap differently now, because of something the man who built these language models pointed out almost in passing. He said a person sharing what they know with another person moves at something like a hundred bits a sentence. That is the whole bandwidth of a conversation. But when these models share what they have learned with each other, they can do it at billions of bits at once, because they are not talking, they are just averaging what each of them figured out separately. It is not a faster version of a conversation. It is a different order of thing.

Sit with what that actually does.

The specific knowledge that used to require the right zip code, the right school, the right handshake at the right event is now sitting behind a text box that anyone with a phone can open.

Not a summary of it. Not a watered down version made for outsiders. The real thing, asked for directly, answered directly. That gap, the one that felt almost hereditary, closed in about two years.

This is not the first time I have watched a gap like this close overnight, and it will not be the last. I have been telling three chapters of that same pattern, historical and current, in a series called The Machine Doesn't Owe You a Seat, because watching it happen once makes it a lot easier to recognize the second time. The shape repeats. Something that felt permanent turns out to have been temporary, and the people who built their whole identity on the old gap being permanent are the ones who get run over by the new one.

So here is the part I want to be honest about. For a while I thought free access to knowledge was the whole story, that this was the great leveling. It is not.

Access was never the entire gap. It was access, structure, and trust. Access is the part the machine just handed you for free.

It cannot hand you a system that turns what you know into something that runs without you standing there every day. And it cannot hand you a room full of people willing to stake their own name on yours. Those two are not cheaper because the first one collapsed. They may be worth more, because now they are the only ones left that separate anyone from anyone else.

Access got free. The room did not.

So stop competing on knowing things. That race ended and most people have not noticed the finish line already passed. Everyone can know the thing now, the same day, for free, as well as you do.

What they cannot get from a text box is a system built around what they know that keeps working when they are not in the room, and a name that other people are willing to trust before the proof arrives.

That was always the harder build. It just used to be optional, because knowing things was still worth something on its own. It is not anymore.

The machine will teach you anything you ask it, the moment you ask. It will not build you a system that runs without you, and it will not put you in a room where your name means something. Those still cost the same as they always did. So take the access, it is free now. Spend everything you saved on the two things that still aren't.

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Alexander Oliver

Founder, Mastergrind

atlice.ai  ·  mastergrind.network

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Credits:

Cover Photo - AI