17
Apr
/
Building Ethical AI: A Guide for Developers on Avoiding Bias and Designing Responsible Systems
The intersection of philosophy and artificial intelligence may seem obvious, but there are many different levels to be considered. We talked to Katleen Gabriels, Assistant Professor in Ethics and Philosophy of Technology and author of the 2020 book “Conscientious AI: Machines Learning Morals”. We asked her about the intersection of philosophy and AI, about the ethics of ChatGPT, AGI and the singularity.
18
Mar
/
Database For Machine Learning: A Hands-on Guide to Data Bricks Lakehouse
Demystify the power of DataBricks Lakehouse! This comprehensive guide dives into setting up, running, and optimizing machine learning experiments on this industry-leading platform. Whether you're a seasoned data scientist or just getting started, this hands-on approach will equip you with the skills to unlock the full potential of DataBricks.
19
Feb
/
OpenAI Embeddings
Embedding vectors (or embeddings) play a central role in the challenges of processing and interpretation of unstructured data such as text, images, or audio files. Embeddings take unstructured data and convert it to structured, no matter how complex, so they can be easily processed by software. OpenAI offers such embeddings, and this article will go over how they work and how they can be used.
2
Feb
/
Address Matching with NLP in Python
Discover the power of address matching in real estate data management with this comprehensive guide. Learn how to leverage natural language processing (NLP) techniques using Python, including open-source libraries like SpaCy and fuzzywuzzy, to parse, clean, and match addresses. From breaking down data silos to geocoding and point-in-polygon searches, this article provides a step-by-step approach to creating a Source-of-Truth Real Estate Dataset. Whether you're in geospatial analysis, real estate data management, logistics, or compliance, accurate address matching is the key to unlocking valuable insights.
4
Jan
/
Building a Proof of Concept Chatbot with OpenAIs API, PHP and Pinecone
We leveraged OpenAI's API and PHP to develop a proof-of-concept chatbot that seamlessly integrates with Pinecone, a vector database, to enhance our homepage's search functionality and empower our customers to find answers more effectively. In this article, we’ll explain our steps so far to accomplish this.
4
Dec
/
Talk of the AI Town: The Uprising of Collaborative Agents
This article aims to delve into the capabilities and limitations of OpenAI’s models, examine the functionalities of agents like Baby AGI, and discuss potential future advancements in this rapidly evolving field.
29
Aug
/
AI is a Human Endeavor
As AI advances, calls for regulation are increasing. But viable regulatory policies will require a broad public debate. We spoke with Mhairi Aitken, Ethics Fellow at the British Alan Turing Institute, about the current discussions on risks, AI regulation, and visions of shiny robots with glowing brains.
2
Aug
/
Using OpenAI’S CLIP Model on the iPhone: Semantic Search For Your Own Pictures
The iPhone Photos app supports text-based searches, but is quite limited. When I wanted to search for a photo of “my girlfriend taking a selfie at the beach,” it didn’t return any results, even though I was certain there was such a photo in my album. This prompted me to take action. Eventually, I integrated OpenAI’s CLIP model into the iPhone.
21
Jun
/
AI as a Superpower: LAION and the Role of Open Source in Artificial Intelligence
In early March of this year, we had the pleasure of talking with Christoph Schuhmann, co-founder of the open-source AI organization LAION. We spoke with him about the organization's founding, the datasets and models it has produced, and the future of open-source AI development.
5
Jun
/
ChatGPT and Artificial General Intelligence: The Illusion of Understanding
The introduction of ChatGPT in late 2022 touched off a debate over the merits of artificial intelligence which continues to rage today.