Monday 2 November

Today's 45 minutes

In order: the lesson first, while attention is freshest, then the day's one to three current intelligence stories. The closing questions are the part that makes it stick.

  1. Step 01 · Lesson

    31 min

    How Sensors Turn the Physical World Into Data

    Every measurement is a translation. This lesson follows a physical quantity from the world, through a transducer and an analog front end, into numbers you can trust — and shows exactly where that trust is won or lost.

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  2. Step 02 · Intelligence · 3 stories

    14 min total
    1. AI Is Reshaping How Cameras Capture Light

      A Nature Reviews survey of computational light-field detection, alongside a separately funded Rice project on generative cameras, points at imaging systems that measure less and reconstruct more.

      Intelligence19 September 20265 minintermediate
    2. A Tactile Sensor That Computes Where It Senses

      Peer-reviewed work presents a vision-based tactile sensor built on an in-sensor-computing paradigm, collapsing part of the usual gap between raw sensing, data transfer and perception.

      Intelligence19 September 20264 minintermediate
    3. AI Is Starting to Build a Digital Map of Smell

      A Yale-led team used machine learning to predict how similar two complex odour mixtures smell to people — the clearest step yet toward quantitative olfaction, and still a long way from an artificial nose.

      Intelligence19 September 20265 minintermediate
  3. Step 03 · 2 minutes

    Say the answers out loud

    • What is the measurand in my system, and what physical effect actually converts it into a signal?
    • What is the transfer function of my sensor, and over what range is it linear?
    • If my ADC is 12-bit, what is one least-significant bit worth in physical units?