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- X Wants AI to Help Write Community Notes
X Wants AI to Help Write Community Notes
Here are the top stories for today:
✍ X Wants AI to Help Write Community Notes
🤔 Cloudflare Just Put a Price Tag on AI Scraping
🤯 Quick Takes
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Fact-Check This: X Wants AI to Help Write Community Notes

X is testing a bold new move: letting AI bots help write Community Notes, those little fact-checking blurbs that add context to posts. These notes have been a hit, often clarifying misleading political claims or AI-generated videos, and now X wants to see if bots can pitch in.
The idea? AI-generated notes will go through the same peer-reviewed process as human-written ones. That means an AI might suggest a correction, but it won’t go live until human reviewers approve it ideally from users who tend to disagree (to keep it fair).
The twist? While this might streamline fact-checking, AI is known to occasionally hallucinate facts like a confident intern on their first day. And with third-party LLMs allowed via API, there's concern that fact-checking could quickly turn into fiction-writing.
X insists this is about humans and machines working together not bots telling us what to think. Still, there’s a big question mark: will it help, or just overwhelm the humans in charge of keeping it all accurate?
Testing is underway now but for users, the AI Notes won’t show up until X is sure it won’t break the system first.
Did you know?
AI Can Predict Your Next Move (Literally): AI models have been trained to predict human motion so accurately they can anticipate your next physical movement in a video sometimes even before you know what you're doing.
Cloudflare Just Put a Price Tag on AI Scraping

Image: Cloudflare
Cloudflare is launching an experimental marketplace called Pay per Crawl, aiming to flip the script on AI companies that scrape web content for free. Instead of silently watching bots mine their sites, publishers can now charge per crawl, allow it, or block it entirely giving them real control (and maybe even compensation) in the AI era. With Google and OpenAI scraping thousands of times for every referral they send back, Cloudflare’s move could offer a new business model for publishers… if the AI giants agree to play ball.
Quick Takes
Clio Acquires vLex in $1B Legal Tech Power Move: Canadian legal software giant Clio is acquiring vLex for $1 billion, giving it access to one of the largest legal data libraries and a serious edge in AI-powered legal tools. The deal signals Clio’s move beyond firm management and into the practice of law itself, as it leverages vLex’s AI capabilities to compete with giants like LexisNexis.
Amazon Hits 1 Million Robots: Amazon has officially deployed 1 million robots across its warehouses, marking a major milestone in its decade-long automation push. With a new AI model called DeepFleet boosting robot efficiency and human-to-robot ratios nearing 1:1, the future of fulfillment looks increasingly automated.
That’s all for Today!
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