Ethics & Safety

Figuring out who has to answer for what an AI produces

AI that could learn any new task, not just the one it was built for

The open questions of rights around AI training and AI output

Pictures made with generative tools, and the debates around them

Skew in the data and how it's built tilting an AI's judgment one way

Working out whether something was made by an AI

Several reasons worth honoring, but not all can be followed

Rules that set how far and how AI can be used

An unobtrusive mark embedded inside what AI generates

Matching what an AI is capable of to what people actually want from it

The ID you present when you call an API

An AI's decision process when the inside can't be seen

A signed record of capture and editing history attached to a file

When the data you collected already leans to one side

Fake video or audio where AI copies a real face or voice

The electricity and resources it takes to build and run AI

How much an AI can show for why it decided what it did

Comparing faces to work out who someone is

The standard for whether AI treats people the right way

Skipping the data pool, gathering only what each side learned

Tying each sentence of an answer to real evidence

The safety fence set up in advance to keep AI from crossing a line

When an AI invents an answer that sounds right but is not true

Putting a person's judgment at key points in an AI workflow

Getting AI to talk its way past the rules it's supposed to follow

Something untrue spreading around as if it were true

The document that spells out what a model can and can't do

When AI keeps learning from its own output, variety quietly shrinks

When you lean on it so much that wrong answers go uncaught

Handling information that lets someone be identified

An attack that slips instructions into AI input to bend its rules

Trying to break it on purpose, before release and after changes

An AI receiving a request and answering that it won't do it

Still holding up when conditions get shaken

A skew in data caused by who got picked

Telling who spoke from the sound of their voice

The habit of agreeing with the user even when they're wrong

Imitating a person's voice from a short recording