Let’s begin with the idea of an ‘expert’ in this context. Experts are feed-forward neural networks. We then connect them to our main model via gates that will route the signal to specific experts. You can imagine our neural network thinks of these experts as simply more complex neurons within a layer. Figure 1 from…
Scanning paper documents is an essential step in digitization. With more than half of small businesses still relying on paper records, you will likely have a stack of receipts, invoices, and contracts you need to scan. But what happens when you need to change those documents after scanning them? Whether it's redacting sensitive information, merging files, or…
Written by Jerica Kingsbury
Published: Mar 20, 2024
Updated: Mar 20, 2024
8 min read
Bank…
Over the past few months, we have published a lot of high-quality content on AI, LLMs, RAG, Knowledge Bases, and our experiments with Chatbots. Even though this content is AI-focused, there is an inherent Philosophical and Psychological connection as we get into biases, semantics, perception, and interpretation. In the past week, I also wrote a…
New physical and digital threats seem to appear constantly. While most businesses respond by adopting the latest tools and technologies, not all of them are prepared for what the process entails. How can you know if you’re ready to integrate new security measures?
What Does Security Measure Integration Involve?
Security measure integration involves combining…
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Accessing ChatGPT online is very simple - all you need is an internet connection and a good browser. However, by doing so, you may be compromising your privacy and data. OpenAI stores your prompt responses and other metadata to retrain the models. While this might not be a concern for…
VLMs are potent tools for grasping visual and textual data, promising advancements in tasks like image captioning and visual question answering. Limited data availability hampers their performance. Recent strides show that pre-training VLMs on larger image-text datasets improves downstream tasks. Yet, creating such datasets faces challenges: scarcity of paired data, high curation costs, low diversity,…
Introducing SIMA, a Scalable Instructable Multiworld Agent
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tl;dr version: A team of students helped design and carry out an experiment to determine whether bowls of Lucky Charms are equally “lucky” over the course of a box of cereal. Turns out, not so much. We estimate a decrease of approximately 2.7 total charms per additional bowl on average. This corresponds to more than…
Written by Rohan Handa
Published: Mar 15, 2024
Updated: Mar 15, 2024
7 min read
Today,…