01 / 10

Rancho Verde High School · AVID

AI, school and what comes next.

Kevin Bice

02 / 10

First, a show of hands

Where are you right now?

  1. 1Have you used AI this week?Hands
  2. 2Have you used it for school?Hands
  3. 3Has anyone told you not to?Hands
  4. 4What would you never let AI do for you?Out loud

Hands and voices only. Nothing is written down or saved.

03 / 10

The pace

The newest tools finish longer tasks every few months.

If the pace holds, a month of work by mid-2027 at the recent pace, early 2028 at the long-run pace.

The length of task the newest systems can finish on their own has doubled about every 4 months since 2023.

That is why helpers that finish a whole job are suddenly real.

About every 4 months

is how often the length of task the newest systems can finish on their own has doubled since 2023.

4 hr8 hr12 hr 2020202120222023202420252026

Source: METR, updated Sept. 8, 2026. Dashed lines: a projection, not data. Press the info mark for the full receipt.

09 / 20
05 / 10

Scholē

Our word for school comes from the Greek for leisure.

One word, on its way to us
  1. Spare time, leisure, rest.

  2. Leisure given to learning: a lecture, a debate, and then a place of learning.

  3. The same word, carried into Old English.

  4. And into Middle English.

  5. The word we use today, for the place we send children to learn.

06 / 10

An everyday task: a walkthrough

A made-up example on a pretend computer. The people, rooms and sites are not real, and nothing leaves this page.

07 / 10

Computing power in your pocket

From a Moon landing to a phone.

One square: Apollo's guidance computer, 1969. 78 thousand bytes.

1

square fill a new iPhone 17, 2025: 256 billion bytes.

Sources: MIT, Digital Apollo; Apple Newsroom, 2025.

Apollo's guidance computer held about 78 thousand bytes. A new iPhone 17 starts at 256 billion bytes, about 3.3 million times as much: one square against 3.3 million squares.

08 / 10

Your answer

A week has 168 hours. What are they for?

People have always spent free hours on music, play, craft and each other, and now the question is yours.

Your week: 168 hours

Work Rest What you will

56
56
56

Each square is one hour; seven rows of 24 make a week.

Work 56 hours, rest 56, and 56 for what you will: a third each.

Most weeks are not split so evenly. Where would yours begin?

  • 56, 56, 56

    The eight-hour song, 1886. Eight hours for work, eight hours for rest, eight hours for what we will. The song named a day; kept every day of the week, that is 56 hours each.

  • 15 hours of work

    Keynes's week, 1930. Fifteen hours of work a week. He did not say how the other hours would be split, so trying it keeps your rest as it is.

Nothing here is saved or sent.

09 / 10

Your turn

Bring a real problem. We build it now.

Something in your week that takes too long, gets forgotten or bugs you.

Say it in one sentence. We pick one together and build a fix on the screen, right now.

  • A plan for a big project
  • A tool for a club or team
  • A study routine that fits your week
  • Something that helps at home

Out loud only. No names, and nothing is saved.

10 / 10

Thank you

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