Dan Fleisch briefly explains some vector and tensor concepts from A Student’s Guide to Vectors and Tensors. In the field of machine learning, tensors are used as representations for many applications, such as images or videos. They form the basis for TensorFlow’s machine learning framework. It is useful to understand Tensors, Tensorflow, and TPU (Tensor …
Elon Musk was interviewed at the World Government summit. Highlights: * Elon will stabilize Twitter financially and operationally and get a new Twitter CEO around the end of 2023. * The transition to clean sustainable energy (solar, batteries and EVs will take 20-30 years to fully play out and is gradual but profound transformation). * …
James Brigg is a freelance ML (machine learning) engineer, startup advisor, and dev advocate @ Pinecone. He has an article and video describing how to improve responses from OpenAI ChatGPT using context and data provided at the time a question is asked. There are many instances where ChatGPT has not learned unpopular subjects. There are …
Generative AI is a big step forward. It may not be Artificial General Intelligence. But it will take fundamental capabilities like search and chat to the next level(s). There will be Microsoft, Google, Meta and OpenAI competing at the base level. There will be more companies making specialized expert versions from the base layer and …
Artificial Intelligence (AI) has made its way into real estate by automating certain processes for investors, landlords, and property managers. For instance, just like sensors installed on cars, sensors in smart home appliances can help you predict when maintenance or replacement is needed. Although this specific technology hasn’t been released to the general market, it …
Microsoft Bing has about 3.2% of the overall global search engine market but has 8-9% of the desktop search market. It took Google about two years after getting to scale to pass Yahoo in 2002 as the top search engine. Microsoft Bing already has some global scale. It will take about 500% growth on the …
Microsoft is bringing into the browser. The AI will summarize any pdf document (including scientific papers) and integrate data from current web and use it to create content. Merging in the AI has created the largest jump in search relevance in two decades. AI will supercharge search and boost content creation. Brian WangBrian Wang is …
Wolfram Alpha is like a calculator on steroids. It has a lot of science (math, physics and chemistry) formulas and knowledge encoded. Systems like Wolfram Alpha could provide an expert system grounding of hard answers to supplement ChatGPT like systems which are better at communicating and language understanding. Having improved chat systems orchestrate the answers …
Ark Invest has their Big Ideas report for 2023. The market value of disruptive innovation platforms could scale 40% at an annual rate during this business cycle, from $13 trillion today to $200 trillion by 2030. Five convering technologies will define this decade. 1. Artificial Intelligence 2. Robotics 3. Energy Storage 4. Public Blockchains 5. …
OpenAI has launched a pilot subscription plan for ChatGPT. It is called ChapGPT plus. It is a conversational AI that can chat with you, answer follow-up questions, and challenge incorrect assumptions. ChatGPT has hit an estimated 100 million monthly active users making it the fastest-growing consumer internet application in history according to a UBS study. …
The ChatGPT team has a 68-page paper that describes their training language models follow instructions with human feedback. Human labelers rank the ChatGPT outputs from best to worst. The result is a new labeled dataset, where the rankings are the labels. The size of this dataset is approximately 10 times bigger than the curated dataset …
