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Deep science, explained properly.

Explainers, research context and working definitions across artificial intelligence, nanotechnology and biotechnology — written for people who intend to go further than a summary.

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8 foundational topics. Each one is the anchor its articles hang off.

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TOPIC 01

What is Artificial Intelligence?

AI, machine learning, deep learning and generative models are nested, not synonymous. Here is what distinguishes each layer, and which one people now mean when they say AI.

Artificial Intelligence4 min
TOPIC 02

What is Nanotechnology?

Nanotechnology is defined by scale rather than substance. Here is what changes between 1 and 100 nanometres, why it changes, and why a nanoparticle of a familiar material can be a genuinely new one.

Nanotechnology4 min
TOPIC 03

What is Biotechnology?

Biotechnology explained through the four things you can now do to a genome, the order the field acquired them, and what each one unlocked.

Biotechnology4 min
TOPIC 04

Careers in deep science

What eight real deep-science roles involve day to day, what qualification each actually needs, and the two axes — bench time and code time — that decide which will suit you.

Cross-domain3 min
TOPIC 05

Nanomedicine, explained

Why a drug-delivery nanoparticle has a core, a shell, a polymer coat and a targeting ligand — told as the sequence of failures each layer was added to solve.

Nanotechnology4 min
TOPIC 06

Where AI and biology meet

What machine learning has actually changed in biology, what it has not, and why the loop between a prediction and a measurement is still the part that takes months.

Cross-domain4 min
TOPIC 07

Where nanotechnology research stands today

Discovery, characterisation, pilot line, product. What each stage measures, what kills projects at each one, and why most of the field is permanently in the first two.

Nanotechnology4 min
TOPIC 08

Is Artificial General Intelligence possible?

Four serious positions on AGI, what each treats as the binding constraint, and — for each — the observation that would refute it. A guide to holding the question rather than picking a side.

Artificial Intelligence4 min

Latest

The four core capabilities of biotechnology arranged as a stack: read, copy, edit and write, with what each unlocked
Biotechnology

What is Biotechnology?

Biotechnology explained through the four things you can now do to a genome, the order the field acquired them, and what each one unlocked.

How CRISPR-Cas9 locates a target sequence and cuts it, and the two repair pathways the cell then uses
Biotechnology

CRISPR in plain language, without the hype

How CRISPR finds one address in three billion letters, why the scissors were never the innovation, and why a precise edit is a screening campaign rather than an operation.

Eight deep-science roles plotted by time at a bench against time writing code, with the qualification each typically needs
Cross-domain

Careers in deep science

What eight real deep-science roles involve day to day, what qualification each actually needs, and the two axes — bench time and code time — that decide which will suit you.

An attention matrix for a nine-word sentence showing which earlier words each word draws from, with the pronoun resolving to its referent
Artificial Intelligence

What a transformer is actually doing when it "reads"

Attention, explained through a single nine-token sentence: what the weights mean, why the upper triangle of the matrix is empty, and what that mask has to do with the model's failure modes.

Cross-section of a drug delivery nanoparticle showing payload, lipid shell, PEG coating and targeting ligand, with the job each layer performs
Nanotechnology

Nanomedicine, explained

Why a drug-delivery nanoparticle has a core, a shell, a polymer coat and a targeting ligand — told as the sequence of failures each layer was added to solve.

Six cadmium selenide quantum dots from 2 to 6 nanometres showing emission colour shifting from blue to red with identical composition
Nanotechnology

Quantum dots: from lab curiosity to your television

Why a quantum dot's colour is set by its size, and why the journey from a 1981 observation to a shipping display took three decades of manufacturing rather than physics.

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