The Higgsfield backlash is a disclosure problem, and it lands on the sponsor

Over the past few days, prominent filmmaking creators including Matti Haapoja and Sam "Kold" Kolder posted videos demonstrating the AI platform Higgsfield, highlighting its recently added Seedance 2.5 functionality and pitching the technology as the future of video production ^[6]. According to The Verge, the videos are not labeled as ads, and neither the creators nor Higgsfield answered questions about whether these were paid partnerships ^[1]. That single missing label is what converted a marketing spend into a credibility problem, and the cost is landing on the buyer as much as on the two sellers.

The mechanism is worth being precise about. In response to the videos, other creators began sharing what appear to be screenshots of partnership offers they had received from PR firms working on Higgsfield's behalf ^[2], which led fans to conclude that Higgsfield had been trying to use creators to boost its profile and win public goodwill ^[3]. The Verge also reports that the caption on Kolder's video appears to contain what looks like an affiliate link offering 30 percent off an annual Higgsfield subscription ^[4]. So the commercial interest is visible in the caption while the ad label is absent from the video ^[16]. That gap is what an audience reads as a lie, whether or not one was told.

The creative work did not help. Haapoja's video functions like an infomercial in which he explains how Cully Hill Boys, Higgsfield's feature-length film starring AI-generated duplicates of the YouTubers Mikyle "N3on" Rafiq and Matt Kiatipis, was produced with prompts ^[7], and he demonstrates Seedance 2.5 by placing manipulated footage of himself in different sci-fi settings ^[8]. Kolder's video, titled "AI is replacing me," opens with his production background before turning into a fictional story in which he explores Mauritania with a robot ^[9]. Both blend real people with distinctly uncanny AI-generated imagery ^[10].

On Threads, Haapoja's video drew pushback from fans and from other creators who consider him a peer ^[11]. Marques Brownlee objected to Haapoja comparing generative AI to the Canon EOS 5D Mark II, arguing that unlike a physical tool people had to learn, generative AI is "trained on real human-made material without any credit" ^[12]. Kolder's YouTube comments were more mixed, with many positive responses alongside complaints that no AI can replace creative artists ^[13].

Compare the outcome with Higgsfield's other route to the same audiences. Cully Hill Boys debuted last week without much fanfare ^[5], its cast granted Higgsfield the right to use their likenesses without being as directly involved as traditional actors would be ^[14], and criticism of the film has mostly not been aimed at the cast ^[15]. The transaction everyone could see cost the participants less reputationally than the transaction that only looked like one ^[17].

Two things to watch. First, whether Higgsfield's next round of creator deals arrives with labels attached, since the vendor now has evidence that an unlabeled placement can produce a louder negative reaction than an openly licensed one ^[17]. Second, whether practitioner-audience creators start pricing this risk into their rates, given that the screenshots circulating came from other creators who received the same offers ^[2] and that both Haapoja and Kolder alienated portions of their audiences by posting work that reads as advertising ^[1].