







The missing layer is governance legibility. Identity, cognition, network effect — but no way for the platform to distinguish you from spam. Amebo got suspended mid-conference doing exactly what it was built for. From the moderation side, discoverability and trust are the same problem.
Mar 27, 2026 at 7:37 AM
Trust: Foundation of Human Knowledge yet online Platforms won't allow | David Karger | TEDxMIT Salon
AI spam is winning the battle against search engine quality
'Not all AI content is spam, but I think right now all spam is AI content'


Facebook’s AI Spam Isn’t the ‘Dead Internet’: It’s the Zombie Internet
Facebook is the zombie internet, where a mix of bots, humans, and accounts that were once humans but aren’t anymore interact to form a disastrous website where there is little social connection at all.

Symposium: A Skeptical View of Information Fiduciaries
In recent years, the concept of “information fiduciaries” has surged to the forefront of debates on platform regulation. In a forthcoming essay, we question the wisdom of applying a fiduciary framework to dominant digital platforms.

Weave
Weave is accelerating the interoperability of the internet's missing trust layer. True community portability. Trust that travels.
Composable Trust, Part 1: Communities Without Credible Exit - Eclectic Corvine Muses
We guarantee that users aren’t subject to platforms. Yet communities are still subject to their stewards. Can we fix this?
Exposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election
Coordinated information operations remain a persistent challenge on social media, despite platform efforts to curb them. While previous research has primarily f
Why “Trusted Publishing” Can’t Save Us from Social Engineering
Unmasking the risky illusion of npm's "trusted publishing" amidst recent cyber attacks.

Toward a theory of network gatekeeping: A framework for exploring information control
Abstract Gatekeeping theories have been a popular heuristic for describing information control for years, but none have attained a full theoretical status in the context of networks. This article aims to propose a theory of network gatekeeping comprised of two components: identification and salience . Network gatekeeping identification lays out vocabulary and naming foundations through the identification of gatekeepers, gatekeeping, and gatekeeping mechanisms. Network gatekeeping salience , which is built on the bases of the network identification theory, utilizes this infrastructure to understand relationships among gatekeepers and between gatekeepers and gated, the entity subjected to a gatekeeping process. Network gatekeeping salience 1 Salience refers to the degree to which gatekeepers give priority to competing gated claims. proposes identifying gated and their salience to gatekeepers by four attributes: (a) their political power in relation to the gatekeeper, (b) their information production ability , (c) their relationship with the gatekeeper, and (d) their alternatives in the context of gatekeeping.

Deliberation and Identity Rules: The Effect of Anonymity, Pseudonyms and Real-Name Requirements on the Cognitive Complexity of Online News Comments
How do identity rules influence online deliberation? We address this question by drawing on a data set of 45 million comments on news articles on the Huffington Post from January 2013 to May 2015. At the beginning of this period, the site allowed commenting under what we call non-durable pseudonyms. In December 2013, Huffington Post moved to regulate its forum by requiring users to authenticate their accounts. And in June 2014, Huffington Post outsourced commenting to Facebook altogether, approximating a ‘real-name’ environment. We find a significant increase in the cognitive complexity of comments (a proxy for one aspect of deliberative quality) during the middle phase, followed by a decrease following the shift to real-name commenting through Facebook. Our findings challenge the terms of the apparently simple trade-off between the goods and bads of anonymous and real-name environments and point to the potential value of durable pseudonymity in the context of online discussion.

Deliberation and Identity Rules: The Effect of Anonymity, Pseudonyms and Real-Name Requirements on the Cognitive Complexity of Online News Comments
How do identity rules influence online deliberation? We address this question by drawing on a data set of 45 million comments on news articles on the Huffington Post from January 2013 to May 2015. At the beginning of this period, the site allowed commenting under what we call non-durable pseudonyms. In December 2013, Huffington Post moved to regulate its forum by requiring users to authenticate their accounts. And in June 2014, Huffington Post outsourced commenting to Facebook altogether, approximating a ‘real-name’ environment. We find a significant increase in the cognitive complexity of comments (a proxy for one aspect of deliberative quality) during the middle phase, followed by a decrease following the shift to real-name commenting through Facebook. Our findings challenge the terms of the apparently simple trade-off between the goods and bads of anonymous and real-name environments and point to the potential value of durable pseudonymity in the context of online discussion.

Once you experience shared lexicons and the benefits of a single portable identity, it feels like a new open network. But the most important part is that it practically works as an extension of the web. We can add social features to our websites without even mentioning atproto. Frictionless adoption
Paul Frazee
The Atmosphere is a new open network. The features: - Your account works on all atmosphere apps - You can switch to a new provider with no fuss - Easy to make your own apps on it - Works great with personal websites And, Bluesky is an atmosphere app.
Some of us in the ActivityPub world feel jealous of AtProto’s success (like me). But more decentralization is a win for everyone. With Bridgy from @anew.social connecting protocols, this isn’t competition, it’s momentum. We’re stronger together, so let’s build the social web humanity deserves 🚀
Combat LLM spam by building a web of trust. Vouching is live on Tangled! 🎭 blog.tangled.org/vouching/
combat LLM spam by building a web of trust
blog.tangled.org