Synthetic Humanity

Article tag · 50 matching pages

Provenance labels and their survival through reposting | Dead Internet Theory

Dead Internet Theory: Origin labels can tell viewers useful things about how media was created or changed, but durable provenance has to survive copying, recompression, screenshots, and reposting across platforms.

Watermark removal through ordinary editing and format conversion | Dead Internet Theory

Dead Internet Theory: Visible and embedded watermarks can help identify synthetic media, but ordinary editing, screenshots, recompression, and format conversion can weaken or remove those signals without changing the media's origin.

Why AI-text detectors struggle to establish authorship | Dead Internet Theory

Dead Internet Theory: AI-text detectors estimate patterns in writing, but revisions, genre, language background, and changing models make a detector score much weaker evidence than a direct record of authorship.

Account history as evidence of human continuity and its limits | Dead Internet Theory

Dead Internet Theory: A long account history can support a claim of continuity, but transfers, compromise, automation, and changes in operators mean account age alone cannot authenticate the person currently speaking.

Behavioral timing as a clue to automation and its limits | Dead Internet Theory

Dead Internet Theory: Posting timing can reveal automation-like behavior, but schedules, shift work, teams, queued publishing, and ordinary human routines make timing a clue rather than proof.

Human audits of randomly sampled public discussions | Dead Internet Theory

Dead Internet Theory: Randomly sampling public discussions and having people classify what they can actually observe is more informative than collecting only suspicious examples, but human reviewers still need uncertainty and disagreement reported honestly.

Comparing logged-in experience with a platform's public-facing activity | Dead Internet Theory

Dead Internet Theory: A platform can look very different when viewed anonymously versus through a logged-in account, so comparisons need controlled conditions before either view is treated as representative of the whole community.

The difference between synthetic supply and actual human consumption | Dead Internet Theory

Dead Internet Theory: Synthetic systems can produce enormous volumes of posts, pages, comments, and videos without proving that humans actually see, read, watch, or care about most of them.

Who is accountable when an autonomous account publishes false information | Dead Internet Theory

Dead Internet Theory: An autonomous account may generate and publish a false claim without a human typing the sentence, but practical responsibility still runs through the people and organizations that deployed, hosted, supervised, and can correct the system.

Whether a community can remain useful with clearly identified bot participants | Dead Internet Theory

Dead Internet Theory: Clearly identified bots can support a human community when their role is useful, bounded, and accountable, which means automation itself is not enough to define a community as dead.