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Artificial Intelligence Gains Momentum: From Machine Learning to Deep Learning

#artificialintelligence

Artificial intelligence has quickly evolved from science fiction to digital assistants such as Alexa and Siri learning about our daily lives. A.I. applications are interpreting MRIs and will soon be operating self-driving cars. In personal finance, many of us interact with chat boxes on bank web sites. And in the investing world, robo-advisors are managing portfolios for retail investors.


Tech Trader

#artificialintelligence

Tech Trader is a fully autonomous trading system live across thousands of stocks with no human intervention or updates, now for over 8 years. It is unique from conventional algorithmic systems, not only because it actually is fully automated, but because it takes a "human" approach to markets. It is not quant. It is not stat-arb. It is not high frequency. It is a program that looks at stocks the same way a person does but with the cold discipline and infinite attention span of a machine. It is analogous to having a thousand independent traders each focusing on a single stock, as opposed to a single quant manager trying to make sense of a thousand datapoints. A person doesn't think through stats, correlations, or complex math models when trading, and neither does Tech Trader. Whereas a quant might crunch a thousand variables to cross the street, Tech Trader just looks down the street to see there is no car. Tech Trader leverages technology to do what human traders do at scale rather than approach markets from the point of view of an academic, mathematician, or scientist. Since its launch in Dec 2012, Tech Trader has been trading live capital completely on its own, fully automated in the truest sense with no human input, no tweaking, no updates. It is, for all intents and purposes, an autonomous hedge fund, one of the first of its kind to truly trade unsupervised for years on end. Whereas many "automated" or "AI" funds may have a hundred scientists providing the actual intelligence behind the curtain, the creator of Tech Trader consists of just one person - a self-taught individual going by the gaming moniker pftq, who created the system at age 21 and has long moved on to other interests. Tech Trader is literally continuing to trade after the humans are no longer around. It even posts on Twitter. And in 2020, it showed how much more "human" it was than quant by returning 40% when many computer-driven funds lost double-digits. For questions, contact techtrader@techtrader.ai. For interest in an actual autonomous hedge fund, contact Autodidactic Funds, a separate group which oversees The Tech Trader Fund. For a sense of how the algorithms are written (loosely artificial intelligence but not *really*), see Lossless Algorithms and Creating Sentient Artificial Intelligence, a longer-term effort for a fully autonomous AI.


What is The Artificial Intelligence (AI) We're Living With

#artificialintelligence

Artificial intelligence has always been a hot topic. The problem of creating a machine that can think, make its own decisions and at the same time lacks human limitations, has always aroused controversies. Because what is the artificial intelligence, what do we know about it? Is it going to be human's best friend or maybe the worst enemy? We all remember what the infamous Skynet has done to our planet in Terminator series, right?


What is The Artificial Intelligence (AI) We're Living With

#artificialintelligence

Artificial Intelligence has always been a hot topic. The problem of creating a machine that can think, make its own decisions and at the same time lacks human limitations, has always aroused controversies. We all remember what the infamous Skynet has done to our planet in Terminator series, right? We can also recall this nasty feeling of a cold shiver running down our spines when Neo has woken up from the Matrix. After watching such films, we can wonder why our scientists want to build intelligent machines in a first place.


What is The Artificial Intelligence (AI) We're Living With

#artificialintelligence

Artificial Intelligence has always been a hot topic. The problem of creating a machine that can think, make its own decisions and at the same time lacks human limitations, has always aroused controversies. We all remember what the infamous Skynet has done to our planet in Terminator series, right? We can also recall this nasty feeling of a cold shiver running down our spines when Neo has woken up from the Matrix. After watching such films, we can wonder why our scientists want to build intelligent machines in a first place.