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TikTok Hopes Labels And Literacy Will Tame AI-Generated Content
Three billion AI videos carry warning labels already. The next fight is spam accounts pushing politics, finance, and dubious health content.
The current volume of AI spam on TikTok would likely surprise even the most enthusiastic of users. The short video platform has now labeled over three billion AI-generated videos, using a combination of Content Credentials, creator disclosure tools and invisible watermarking. Two years after becoming the first video platform to implement C2PA Content Credentials, the company announced on July 13 that it is joining the Coalition for Content Provenance and Authenticity’s Steering Committee, taking a hand in steering the transparency standard it was early to adopt.
Labeling, though, only addresses content that plays by the rules. The harder problem is AI used to mass-produce spam that drowns out authentic creators. TikTok says it will begin testing enhanced detection systems to identify accounts that exist solely to churn out AI-generated spam, focusing first on areas that touch public trust and well-being: politics and current events, financial advice, and medical information. The move builds on enforcement efforts that saw more than 86 million fake accounts removed in the first quarter of this year.
The other half of the strategy is education, which has led TikTok to partner with the National Association for Media Literacy Education and AI expert Henry Ajder on a new guide encouraging responsible use of AI tools, alongside resources aimed at helping users build practical skills for spotting AI-generated content. Its expert-led literacy program, run with partners including No Filtr and Raspberry Pi, has generated more than 200 million views since launching in November 2025, backed by a commitment of more than US$4 million.
Also Read: YouTube Rolls Out Supervised Children’s Accounts Across MENA
The regional context matters here too. Across the MENA, creators are increasingly using AI for storytelling and production, and TikTok is leaning into that with features like Smart Split and AI Outline. For users on the receiving end, Manage Topics offers a dial to control how much AI-generated content appears in their feed.
Whether detection can keep pace with generation remains the open question. For now, TikTok’s answer is to label everything, teach everyone, and hunt the spammers.
News
Samsung’s Galaxy Watch 9 And Ultra 2 Specs Leak Ahead Of Unpacked
An 800mAh Ultra 2 battery and a switch from Exynos to Qualcomm silicon headline the expected changes for Samsung’s next smartwatches.
Samsung’s next smartwatches have little left to hide. A new leak reported by Android Authority has surfaced most of the remaining details about the Galaxy Watch 9 and Galaxy Watch Ultra 2, just over a week before the company’s Galaxy Unpacked event on July 22.
The biggest change is an invisible one: Samsung is expected to drop its own Exynos W1000 chip in favor of Qualcomm’s Snapdragon Wear Elite SW6100, a chipset unveiled only this year, according to the outlet.
Battery capacity looks like the other notable upgrade. Citing a report from Winfuture, Android Authority says the Watch Ultra 2 could reach 800mAh, well beyond the 590mAh cell in the current Watch Ultra. The 44mm Watch 9 reportedly gets a 445mAh cell — the same capacity as last year’s Watch 8 Classic — while the 40mm model stays at 325mAh.
The 40mm Watch 9 will reportedly feature a 438 x 438-pixel panel, with the 44mm Watch 9 and the Watch Ultra 2 sharing a larger 480 x 480-pixel screen. Samsung leaker Ice Universe has separately claimed the Ultra 2’s display could reach a peak brightness of 5,000 nits. RAM and storage vary by model, topping out at 2GB and 64GB.
Also Read: Tamper With The Recording LED & Meta’s Glasses Kill Camera
The Ultra 2 keeps its titanium case and 100-meter water resistance; the standard Watch 9 remains aluminum, rated to 5 ATM. All models are said to include Bluetooth 6.0, NFC, and dual-band WiFi, with the usual LTE variants, and ship with One UI 9 Watch running on Wear OS 7.
A separate leak puts the Galaxy Watch 9 at €409 (about $468) for the 40mm Bluetooth model, rising to €489 (about $560) for the 44mm LTE version, with the Watch Ultra 2 LTE at €749 (about $857) — figures Android Authority said were partially corroborated by Winfuture. Confirmation arrives on stage on July 22.
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