“Causality is very important for the next steps of progress of machine learning,” said Yoshua Bengio, a Turing Award-wining scientist known for his work in deep learning, in an interview with IEEE Spectrum in 2019. So far, deep learning has comprised learning from static datasets, which makes AI really good at tasks related to correlations and associations. However, neural nets do not interpret ca
As a US entity, SourceHut is obliged to comply with DMCA notices. In this event, our next step would likely be to coach the affected project through the counter-notice process, and contribute to their legal costs if we believe that they’re in the right. We know that the DMCA is a constantly abused force for censorship, and there are no friends of the RIAA here. They represent much that our mission
“In 2017, a Director of Ops asked me to turn their sysadmins into ‘SRE consultants’. I reminded them of their operability engineering team driving similar practices, and that I was their lead. In 2018, a CTO at a gaming company told me SRE was better than DevOps, but recruitment was harder. They said they didn’t know much about SRE. In 2020, I learned of a sysadmin team that were rebranded as an S
Mental Models: The Best Way to Make Intelligent Decisions (~100 Models Explained) What Are Mental Models? A mental model is a compression of how something works. Any idea, belief, or concept can be distilled down. Like a map, mental models reveal key information while ignoring irrelevant details. Models concentrate the world into understandable and useable chunks. Mental models help us understand
Companies pay cloud computing providers like Amazon, Microsoft, and Google big money to avoid operating their own digital infrastructure. Google’s cloud division will soon invite customers to outsource something less tangible than CPUs and disk drives—the rights and wrongs of using artificial intelligence. The company plans to launch new AI ethics services before the end of the year. Initially, Go
tl;dr: Use advanced Google Search to find any webpage, emails, info, or secrets cost: $0 time: 2 minutes Software engineers have long joked about how much of their job is simply Googling things Now you can do the same, but for free Below, I'll cover dorking, the use of search engines to find very specific data For each example, you can paste it directly into Google to see the result table of conte
We’re releasing an API for accessing new AI models developed by OpenAI. Unlike most AI systems which are designed for one use-case, the API today provides a general-purpose “text in, text out” interface, allowing users to try it on virtually any English language task. You can now request access in order to integrate the API into your product, develop an entirely new application, or help us explore
2010年の年末に『イシューからはじめよ』を出版した。何ヶ月か後、歴史的な大地震(いわゆる311)が来た。大津波の死者・行方不明者は無数、フクシマは爆発する、東京は計画停電が始まるしで、何がなんだか訳のわからない不安と混乱が世の中を覆い尽くしていた。随分目先のしかも全体観のない議論ばかりが行われていて不毛だと感じ、10日あまり経ったところで課題の全体観を俯瞰したブログエントリを書いた。 kaz-ataka.hatenablog.com 今見てもそれほど大きな違和感がない。初動、その後の対応の残念さ、せっかくの刷新にもうまく繋げられたとは言い難かったことも明らかになっているのだが、それは一旦おいておこう。 _ いま僕らを襲っているのは歴史的には人類最大の死因の一つ、疫病だ。 拙著『シン・ニホン』が2月20日に世に出たときはまだ中国と日本のダイヤモンド・プリンセス号にほぼ閉じた話だったが、現在
Your sensitive data is securely protected by us. No unauthorized person can read your data on the way - not even your provider. And best of all, it's so simple that anyone can join in. Mailvelope is a browser add-on that you can use in Chrome, Edge and Firefox to securely encrypt your emails with PGP using webmail providers Security The browser extension Mailvelope provides end-to-end encryption f
When we look at how the platform was rolled out, it’s not surprising it ended up a mere blip in the history of SaaS innovation. Lack of product focus, positioning problems and lackluster release plan were only some of its problems. Nowadays, as more companies are adopting the distributed model, it’s important that we learn from Wave’s mistakes. With the renaissance of real-time collaboration tools
Summary. Over the next few decades, agility will not come from speed; it will come from the ability to explore multiple domains at once and combine them into something that produces value. This means computer scientists working with cancer scientists, for example, to identify specific genetic markers that could lead to a cure. This change will be profound and we will need to rethink old notions ab
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