Some of the Latest Advancements in AI in 2024: Transforming Industries and Empowering Non-Technical Users
Introduction Artificial Intelligence (AI) has been making headlines for its transformative potential in various industries, and the trend is only expected to continue in 2024. According to recent research, we can anticipate several advancements that will make AI more accessible and useful for non-technical users, as well as significant developments in custom enterprise models, open-source…
Implement any API with ChatGPT or other Large Language Models using Flowise
What if I told you there was a way to implement any API you want to work with ChatGPT while touching minimal code? You wouldn’t believe me right? Well, meet Flowise, an open source project that integates LangChain (a large language model framework) visually. Basically you can visually connect any node to any node or…
Reinforcement Learning for trading
I’ve been learning about machine learning for a while now and I was wondering if reinforcement learning can be applied to trading. Trading is a unique challenge because it’s known to “mostly” be a random walk simulation. Unless somebody trades with a LARGE sum of money, it’s people trading against algorithms. Can you then try…
Large Language Models and the jobs they will enable/replace
When ChatGPT came out, it was THE fastest growing product of all time. Ever. Here is a table to give you some perspective: Online Service Launch Year Time Taken to Reach 1 Million Users ChatGPT 2022 5 days Instagram*** 2010 2.5 months Spotify 2008 5 months Dropbox 2008 7 months Facebook 2004 10 months Foursquare***…
ChatGPT and Cybersecurity – Encryption
ChatGPT has shown it can do some very interesting things. But what about cybersecurity? Well, according to Microsoft. It can do a lot there as well. Microsoft has released Security Copilot, which is a ChatGPT for cybersecurity using ChatGPT-4. Apparently it can find vulnerabilities from code/ and diagrams. It can also handle things like incident…
Battle of the Chatbots: ChatGPT vs Bard
If you’re reading this you are probably already familiar with OpenAI’s ChatGPT and Google’s Bard, but for those unfamiliar, here is a preview. ChatGPT, accelerated by Microsoft’s hype engine and investments has taken over the internet and has been touted as the Google killer. Google responded with Bard. What is ChatGPT? ChatGPT is a Large…
Machine Learning Applications: Generative Art
A little while back, I started looking into NFT’s and started learning about generative art. Generative art is produced utilizing an algorithm or something that can be mechanically created. If you look through the majority of the highest-selling NFT’s on https://opensea.io/, you’ll find that a lot of them are basically permutations of a base portrait.…
Machine Learning Applications: Retinal Diagnostics of ocular pathologies
I recently thought about an idea that could assist optometrists and ophthalmologists in diagnosing retinal pathologies using an image classifier. If somebody could provide a variety of retinal images taken through a variety of imaging machines and given a correct prognosis, an application could be built that takes any retinal image and be provided with…
GitHub Copilot Review: A Todo app written by Artificial Intelligence.
Introduction I recently was given access to the Github Copilot Technical Preview and decided to see if I could essentially write an app utilizing the AI that can write code. Github Copilot is branded as “Your AI pair programmer” and that statement is pretty darn close. You write some code and it provides suggestions/solutions that…
Updated Review of the TD Ameritrade API
Last week I posted something about the TD Ameritrade API for trading instruments. My impressions of their API were not great. Well, I tried to re-code what I was attempting to accomplish in ReactJS and well, this time it worked, kinda… Previously I was running into issues with utilizing their streaming API which utilizes WebSockets…
