说起来很神奇，最近发现有些投资人，还在用移动互联网时代的数据指标来找项目。找了一圈，发现根本找不到一个留存好的项目。于是 AI 行业都三年了，他们都还没出手过一个 AI 项目。为什么以前的经验是错的？今天看书刚好得到一些答案。形式逻辑和非形式逻辑，以及概率论，事实上都是面向过去的。一厢情愿地希望用基于过去的数据在当下分析出来的结论去指导未来决策。而贝叶斯定律不一样，它的应用是面向未来的。

AI探索指南

说起来很神奇，最近发现有些投资人，还在用移动互联网时代的数据指标来找项目。
找了一圈，发现根本找不到一个留存好的项目。
于是 AI 行业都三年了，他们都还没出手过一个 AI 项目。

为什么以前的经验是错的？
今天看书刚好得到一些答案。

形式逻辑和非形式逻辑，以及概率论，事实上都是面向过去的。
一厢情愿地希望用基于过去的数据在当下分析出来的结论去指导未来决策。

而贝叶斯定律不一样，它的应用是面向未来的。

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Telegram and Signal Havens for Right-Wing Extremists

Since the violent storming of Capitol Hill and subsequent ban of former U.S. President Donald Trump from Facebook and Twitter, the removal of Parler from Amazon’s servers, and the de-platforming of incendiary right-wing content, messaging services Telegram and Signal have seen a deluge of new users. In January alone, Telegram reported 90 million new accounts. Its founder, Pavel Durov, described this as “the largest digital migration in human history.” Signal reportedly doubled its user base to 40 million people and became the most downloaded app in 70 countries. The two services rely on encryption to protect the privacy of user communication, which has made them popular with protesters seeking to conceal their identities against repressive governments in places like Belarus, Hong Kong, and Iran. But the same encryption technology has also made them a favored communication tool for criminals and terrorist groups, including al Qaeda and the Islamic State.

What Is Bitcoin?

Bitcoin is a decentralized digital currency that you can buy, sell and exchange directly, without an intermediary like a bank. Bitcoin’s creator, Satoshi Nakamoto, originally described the need for “an electronic payment system based on cryptographic proof instead of trust.” Each and every Bitcoin transaction that’s ever been made exists on a public ledger accessible to everyone, making transactions hard to reverse and difficult to fake. That’s by design: Core to their decentralized nature, Bitcoins aren’t backed by the government or any issuing institution, and there’s nothing to guarantee their value besides the proof baked in the heart of the system. “The reason why it’s worth money is simply because we, as people, decided it has value—same as gold,” says Anton Mozgovoy, co-founder & CEO of digital financial service company Holyheld.