Happy New Decade everyone! Hard to believe it is 2020 - feels like the year when the future should be invented. We started @DeepMindAI back in 2010, incredible to see how far AI has come in the last decade, but really this is just the beginning!
How do you know you’ve made the right decision? Everything could happen. Some things will happen. It’s all streams of probabilities. Completely useless most of the time though. This is the foundation of what we’re developing. #MachineLearning#trading#startups
We’ve created a holding page for https://t.co/50D4q1YVv4 whilst we continue to create and test the trading algorithms. The landing page is not the core of the product but it is helping us think about our message. Let us know what you think! #startup#trading#MachineLearning
People are biased.
Data is biased, in part because people are biased.
Algorithms trained on biased data are biased.
But learning algorithms themselves are not biased.
Bias in data can be fixed.
Bias in people is harder to fix. https://t.co/6pAHiDC6aN
Still continuing with preparing for real world testing. We will likely start testing sometime in December and document our approach and results weekly on Twitter. #MachineLearning#bitcoin#trading#startups
We got asked today, how are we finding the motivation to work on this side project after work, before work and on weekends? We’re not waiting for motivation. Just doing it. Get up, coffee, code, go to work, come home, code, eat, code, sleep. #startups#MachineLearning#trading
Someone asked us if we plan to get external investment? No. We don’t see value in getting investment when we’ve not proven our assumptions yet. One of the assumption is that we can create value to revenue without external investment. #startups#MachineLearning#trading#bitcoin
Humans perform “mental time travel” across memories for goal-directed decisions. Our new algorithm, also based on episodic memory retrieval, enables AI agents to perform long-term credit assignment.
Paper: https://t.co/ine5OI8PWh
Code: https://t.co/3PMUqGyl82
Almost ready for real world testing! A lot of long hours to get here but we’ve not even started yet! Looking forward to seeing if we’re onto something or back to the drawing board. #MachineLearning#trading#startup#cryptocurrency
We find people get too caught up about being a “start up”. Our thinking is simple. We build a product that add enough value to people. They will decide how much they pay for our service. If it doesn’t add value then we get nothing but experience. We have nothing to lose. #startup
My bro & I have skills that compliments each other’s gaps in knowledge or/and experience. We’re working independently across the apposite sides of the world & making progress on this project. The goal is to use ML to help traders make better decisions. #startup#MachineLearning
Not having the right technical architecture can result in problems that will build up further down the road. It’s hard finding the balance between moving fast now and making sure you’re not slowing down later when you need to turn it up. #startup#MachineLearning#trading#DevOps