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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: 100.93

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: 64.78

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: 54.83

Perplexity has its own ‘Deep Research’ tool now too
Perplexity has its own ‘Deep Research’ tool now too

<p>In a <a data-i13n="elm:context_link;elmt:doNotAffiliate;cpos:1;pos:1" class="no-affiliate-link" href="https://www.perplexity.ai/hub/blog/introducing-perplexity-dee [...]

Match Score: 43.78

Google's Gemini Deep Research is now available to everyone
Google's Gemini Deep Research is now available to everyone

<p>After being one of the first companies to roll out a <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/ai/googles-gemini-deep-research-tool-is-here-to-answer-your-m [...]

Match Score: 39.29

Pinterest will now tell you when you’re looking at AI-generated content
Pinterest will now tell you when you’re looking at AI-generated content

<p>Pinterest is fighting back against the onslaught of AI slop that is increasingly clogging up its platform following complaints from users. From now on, you’ll be able to see when image Pins [...]

Match Score: 36.96

Fed up streaming songs that all sound the same? Qobuz brings you legendary labels to level up your listening
Fed up streaming songs that all sound the same? Qobuz brings you legendary

Qobuz's new Labels feature showcases legendary labels across all your favorite genres. [...]

Match Score: 36.56

ChatGPT's Deep Research tool can create reports from hundreds of online sources
ChatGPT's Deep Research tool can create reports from hundreds of online sou

<p>There’s no two ways about it, there’s a newfound sense of urgency at OpenAI. Two days after releasing <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/ai/opena [...]

Match Score: 35.78

Death is but a mere illusion for Heroes of Newerth
Death is but a mere illusion for Heroes of Newerth

<p>Heroes of Newerth debuted as a multiplayer online battle arena in 2010. In 2022, the once-popular MOBA game shut down. But death was a mere illusion. Today, Kongor Studios and Garena are anno [...]

Match Score: 35.25