What are Large Language Models? What...
“At this writing, the only serious ELIZA scripts which exist are some which cause ELIZA to respond roughly as would certain psychotherapists (Rogerians). ELIZA performs … Read More
“At this writing, the only serious ELIZA scripts which exist are some which cause ELIZA to respond roughly as would certain psychotherapists (Rogerians). ELIZA performs … Read More
On Compound AI Systems, Txt2SQL & Data Agents. A year ago or so, a client enthusiastically presented us with a long list of “AI LLM … Read More
The introduction of the cotton gin wasn’t accompanied by an entire genre of Hollywood movies dedicated to the gin “singularity”. Nor did we usher in … Read More
Here is my story: I recently gave a university tutoring class to MSc students on deep learning. Specifically, it was about training their first multi-layer … Read More
AI comes in many different shapes and sizes. That applies to the use cases, the underlying technologies as well as the approaches to adopting AI … Read More
In the past few weeks, we’ve discussed several types of metadata that benefit from automated labelling: the CEFR, keywords, topic, and learning objectives. Of course, there are many other … Read More
LoRA (Low-Rank Adaptation) is a new technique for fine tuning large scale pre-trained models. Such models are usually trained on general domain data, so as … Read More
Please, feed your data to the machines. Artificial intelligence is taking the demand for data to a new level. 📈 Let’s say you have access … Read More
In artificial intelligence, machine learning, decision intelligence, statistics, and science, we use the word “decision” to mean a lot of things. Let’s tease out some … Read More
It is well-established that Vision Transformers (ViTs) can outperform convolutional neural networks (CNNs), such as ResNets in image recognition. But what are the factors that … Read More