work
Chad Nantais's talk at SEMANTiCS in Ghent, in 2026, on the gates Syntopic built after finding that an LLM paraphrased where it claimed to quote. Episode 01 describes it at about 27 and a half minutes.
Across the episodes
01
Enters as the talk that names the method: from what a model paraphrases to what can be traced to the recording
Names the talk and ties it to the two-level gates: the title is the path the pipeline takes, from what a model says to what can be traced.
"And this is what I did the presentation on in Ghent at SEMANTiCS. It's called from paraphrase to provenance."Chad Nantais, Syntopic, Episode 1 (11 Oct 2026), 27:44
The diagnosis in the title's first word: paraphrase passed off as quotation is the default failure of an unchecked model.
"good luck, because you will get paraphrasing where you think you're getting verbatim quotes."Chad Nantais, Syntopic, Episode 1 (11 Oct 2026), 28:00
Connections
presented atSEMANTiCS
Ghent, 2026.