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The ‘Download More Labels!’ Illusion in AI Research
The ‘Download More Labels!’ Illusion in AI Research

A common view in current machine learning research is that machine learning itself can be used to improve the quality of AI dataset annotations – particularly image captions intended for use in vision-language models (VLMs). This line of thinking is driven by the high cost of human annotation, and the added burden of supervising annotator […]
The post The ‘Download More Labels!’ Illusion in AI Research appeared first on Unite.AI.

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X's new parody labels won't fix its impersonation problem
X's new parody labels won't fix its impersonation problem

<p>X is further aiming to clamp down on <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/elon-says-twitter-will-permanently-ban-users-that-impersonate-accounts-093024 [...]

Match Score: 86.48

Apple is bringing accessibility labels to the App Store later this year
Apple is bringing accessibility labels to the App Store later this year

<p>Each year, on the same week as <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/engadget-podcast-how-apple-and-google-are-highlighting-accessibility-123058124.html [...]

Match Score: 74.41

Chinese social media platforms roll out labels for AI-generated material
Chinese social media platforms roll out labels for AI-generated material

<p>Major social media platforms in China have started rolling out labels for AI-generated content to comply with a law that took effect on Monday. Users of the likes of WeChat, Douyin, Weibo and [...]

Match Score: 70.61

Notion Mail is a powerful but lightweight email client for busy people
Notion Mail is a powerful but lightweight email client for busy people

<p>A few years ago, I gave up on my Gmail inbox. I used to be meticulous. I would assign labels to every new email that came in, starring those that I wanted to find later easily. But between a [...]

Match Score: 55.28

Apple's "Illusion of Thinking" paper shows experts deeply divided on AI reasoning
Apple's "Illusion of Thinking" paper shows experts deeply divided

<p><img width="1536" height="1024" src="https://the-decoder.com/wp-content/uploads/2025/06/apple_iphone_illustration-2.png" class="attachment-full size-full [...]

Match Score: 50.73

The EU is putting repairability rating labels on phones and tablets in June
The EU is putting repairability rating labels on phones and tablets in June

<p>The EU will be mandating <a data-i13n="cpos:1;pos:1" href="https://energy-efficient-products.ec.europa.eu/product-list/smartphones-and-tablets_en"><ins>new lab [...]

Match Score: 47.07

ExpressVPN review 2025: Fast speeds and a low learning curve
ExpressVPN review 2025: Fast speeds and a low learning curve

<p><a href="https://www.engadget.com/vpn-review-expressvpn-2023-gaming-streaming-160052492.html" data-autolinker-wiki-id="ExpressVPN" data-original-link="">Ex [...]

Match Score: 40.87

Ask Engadget: How do I answer calls on my iPhone with only my voice?
Ask Engadget: How do I answer calls on my iPhone with only my voice?

<p>Last August, my best friend asked me how she could help her neighbor set her iPhone so she could answer it without picking it up. The neighbor had Multiple Sclerosis (MS), and had lost dexter [...]

Match Score: 40.52

The Oversight Board calls Meta's uneven AI moderation 'incoherent and unjustifiable'
The Oversight Board calls Meta's uneven AI moderation 'incoherent and unjus

<p>As Meta&#39;s platforms fill up with more AI-generated content, the company still has a lot of work to do when it comes to enforcing its policies around manipulated media. The Oversight B [...]

Match Score: 39.77