Even the developer blog over at PerspectiveAPI link seems pretty light on details beyond things like flags for obscenity and sexually explicit content. Source: 7 months ago

Here it is, with a big ‘HOW IT WORKS’ on the front page if you’re into that sort of thing. Source: 7 months ago

To get to the heart of what sets tankies apart, we embarked on an in-depth comparison with other far-left online communities (depicted with a light red in Fig. 2 and 3). We used a range of tools to analyse the topics they discuss and the names they mention, and study their lexical choices by examining the word alignments of tankies with other far-left communities. Subsequently, we assess the toxicity of their... Source: 9 months ago

Prior to shipping our first LLM, we trained two smaller models tested offline for this exact use case. The first was a Logistic Regression model which performed relatively well on a training set containing ~120k labels. The second model was a Gradient Boosted Tree (GBT) model which outperformed the Logistic Regression model on the same training set. The tradeoff was speed both in training and inference time as the... Source: 10 months ago

Disqus is a large public engagement platform which hosts millions of comments per month. They’ve been developing their own technologies to better handle problematic content and help their users moderate. They also leverage Jigsaw’s Perspective API, which paved the way for ModerateHateSpeech. Source: about 1 year ago

Sounds pretty similar to the situation I found myself in. I discovered a few newsletters/tools: trending insights (free), exploding topics ($39/mo), and trends.co ($300/ yr). Source: 11 months ago

I also recommend subscribing to newsletters like new venture weekly (free) or Exploding Topics (freemium) for business ideas. Source: 11 months ago

Best to start with what you're good at doing, check websites like exploding topics and answer the public to see if there is hype/market around your skillset. Get started by helping people in that niche for free, use AI tools to supercharge your work and find clients. Rinse and repeat until you start making money. Source: 12 months ago

There are places that can even help you find the perfect niche to go into like exploding niches, exploding topics to name a few. Source: about 1 year ago

The good news for you is starting newsletters is easier than ever. If you are not interested in starting something in your field newsletters like exploding niches or websites like exploding topics are great resources to get ideas. Source: about 1 year ago