







A lightweight protocol for humans to assert authorship of their website content and vouch for the humanity of others.
JSON Formatter & Validator
Format and validate JSON data so that it can easily be read by human beings.
Introducing Ringspace: A Proposal for the Human Web
For months, I've been working on a project to demonstrate how we can preserve humanity on the web. It's finally ready for testing.

Choosing to Stay Human
If you go to your favorite social media site, you will find it full of posts that start to look suspiciously similar to each other:

Introducing Citations on the Anthropic API | Claude
Claude can now cite specific passages from your documents, delivering verifiable responses with built-in source tracking. Update: Now available in Amazon Bedrock. (June 30, 2025) Today, we're launching Citations, a new API feature that lets Claude ground its answers in source documents.

Socialized Proof of Work — Open Indie
There’s an increasing obsession with “humanness” these days: Humanness in the age of AI Worldcoin: a solution in search of its problem (...

Human verification
Official websites use mywikis.com, mywikis.org, mywikis.wiki, or mywikis.eu A website with one of these domains belongs to an official MyWikis service.
Human verification
Official websites use mywikis.com, mywikis.org, mywikis.wiki, or mywikis.eu A website with one of these domains belongs to an official MyWikis service.
Prove You’re a Computer
🌸 ellie 🌸 on Twitter / X
One benefit of a “proof of fidelity” system where you aren’t trying to solve for such a narrow question of “is this a human”, is that you don’t need to rely on means of validation that can be biased or inaccessible for many actual humans, such as gov IDs or irl events.2/x— 🌸 ellie 🌸 (@heyellieday) July 29, 2021
The Ptah Protocol
Open infrastructure for creative authorship on the AT Protocol. Fifteen record types for world-building, attribution, lineage, and rights across any media.

Beyond APIs: Collecting Web Data for Research using the National Internet Observatory
Widespread Internet use offers unprecedented opportunities to study human behavior at scale, yet researchers face significant ethical and technical barriers when attempting to collect data for academic studies.
i wonder how much of this can be prototyped in userland with no new ui eg just a thing that creates “collection” accounts operated by bots. curators can post stuff there by dm’ing the bot. as a reader, you follow the account, so naturally it plays into your Following and For You etc
dan
“semble for bluesky inside bluesky app” is a good way to articulate exactly what i’m missing in the product. custom feeds are like half of that but they’re a readonly interface
PACT Workshop

CAPTCHAだらけのウェブを変える人間証明システム「PACT」とは?

PACT: Anonymous Credentials for the Web – Mozilla Hacks - the Web developer blog

Revisiting Keyed-Verification Anonymous Credentials

CAPTCHA successor Privacy Pass has no easy answers for online abuse | The Mozilla Blog

The web should remain anonymous by default | The Mozilla Blog