Ways to think about machine learning
We're now four or five years into the current explosion of machine learning, and pretty much everyone has heard of it, and every big company is working on projects around ‘AI’. We know this is a Next Big Thing. I don't think, though, that we yet have a settled sense of quite what machine learning -
More from Benedict Evans
The end of the American internet — Benedict Evans
For its first two decades, the consumer internet was American - American companies, products, attitudes and laws set the agenda. That’s not so true anymore - there are more smartphones in China than…
The VR winter — Benedict Evans
“Our vision is that VR / AR will be the next major computing platform after mobile in about 10 years. It can be even more ubiquitous than mobile - especially once we reach AR - since you can have it…
Metaverse! Metaverse? Metaverse!! — Benedict Evans
“Metaverse’ is the buzzword of the moment, yet it doesn’t really exist as more than a label on a whiteboard, and many of the ideas it tries to combine might not happen, or not like that. This might be…
«history teaches us nothing except that something will happen.»
You May Also Like
Are Large Language Models Our Limit Case?
How is it possible to go forward with large language models with the knowledge of just how biased, how incomplete, and how harmful — to both people and the planet — these models truly are?
OpenAI’s latest breakthrough is astonishingly powerful, but still fighting its flaws
An autocomplete program that’s just getting started
The Non-Technical Guide to Machine Learning & Artificial Intelligence
Machine learning and artificial intelligence (ML and AI) have seized Tech mindshare in a way few topics have in recent memory.
The Power of Natural Language Processing
How companies can use NLP to help with brainstorming, summarizing, and researching.
Machine Learning Algorithms Explained in Less Than 1 Minute Each
Learn about some of the most well known machine learning algorithms in less than a minute each.
What is Refind?
Every day Refind picks 5 links from around the web for every user, tailored to the user’s interests. Picking only a handful of links means focusing on what’s relevant and useful. We favor timeless pieces—links with long shelf-lives, articles that are still relevant one month, one year, or even ten years from now. These lists of the best resources on any topic are the result of years of careful curation.
How does Refind curate?
It’s a mix of human and algorithmic curation, following a number of steps:
- We monitor 10k+ sources and 1k+ thought leaders on hundreds of topics—publications, blogs, news sites, newsletters, Substack, Medium, Twitter, etc.
- In addition, our users save links from around the web using our Save buttons and our extensions.
- Our algorithm processes 100k+ new links every day and uses external signals to find the most relevant ones, focusing on timeless pieces.
- Our community of active users gets 5 links every day, tailored to their interests. They provide feedback via implicit and explicit signals: open, read, listen, share, add to reading list, save to «Made me smarter», «More/less like this», etc.
- Our algorithm uses these internal signals to refine the selection.
- In addition, we have expert curators who manually curate niche topics.
The result: lists of the best and most useful articles on hundreds of topics.
How does Refind detect «timeless» pieces?
We focus on pieces with long shelf-lives—not news. We determine «timelessness» via a number of metrics, for example, the consumption pattern of links over time.
How many sources does Refind monitor?
We monitor 10k+ content sources on hundreds of topics—publications, blogs, news sites, newsletters, Substack, Medium, Twitter, etc.
Can I submit a link?
Indirectly, by using Refind and saving links from outside (e.g., via our extensions).
How can I report a problem?
When you’re logged-in, you can flag any link via the «More» (...) menu. You can also report problems via email to hello@refind.com
Who uses Refind?
200k+ smart people start their day with Refind. To learn something new. To get inspired. To move forward. Our apps have a 4.9/5 rating.
Is Refind free?
Yes, it’s free!
How can I sign up?
Head over to our homepage and sign up by email or with your Twitter or Google account.