Article List
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AI Publication
AGI Is Not Multimodal
"In projecting language back as the model for thought, we lose sight of the tacit embodied understanding that undergirds our intelligence."...
AI Publication
Shape, Symmetries, and Structure: The Changing Role of Math…
What is the Role of Mathematics in Modern Machine Learning?The past decade has witnessed a shift in how progress is made in ...
AI Publication
What's Missing From LLM Chatbots: A Sense of Purpose
LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly measured by benchmarks like MMLU, HumanEval, an...
AI Publication
We Need Positive Visions for AI Grounded in Wellbeing
IntroductionImagine yourself a decade ago, jumping directly into the present shock of conversing naturally with an encyclopedic AI that crafts images,...
AI Publication
Financial Market Applications of LLMs
The AI revolution drove frenzied investment in both private and public companies and captured the public’s imagination in 2023. Transformationa...
AI Publication
A Brief Overview of Gender Bias in AI
A brief overview and discussion on gender bias in AI...
AI Publication
Mamba Explained
Is Attention all you need? Mamba, a novel AI model based on State Space Models (SSMs), emerges as a formidable alternative to the widely used Transfor...
AI Publication
Car-GPT: Could LLMs finally make self-driving cars happen?
Exploring the utility of large language models in autonomous driving: Can they be trusted for self-driving cars, and what are the key challenges?...
AI Publication
Do text embeddings perfectly encode text?
'Vec2text' can serve as a solution for accurately reverting embeddings back into text, thus highlighting the urgent need for revisiting security proto...
AI Publication
Why Doesn’t My Model Work?
Have you ever trained a model you thought was good, but then it failed miserably when applied to real world data? If so, you’re in good company....
AI Publication
Deep learning for single-cell sequencing: a microscope to s…
On the the pivotal role that Deep Learning has played as a key enabler for advancing single-cell sequencing technologies....
AI Publication
Salmon in the Loop
On fish counting – a complex sociotechnical problem in a field that is going through the process of digital transformation....
AI Publication
Neural algorithmic reasoning
In this article, we will talk about classical computation: the kind of computation typically found in an undergraduate Computer Science course on Algo...
AI Publication
The Artificiality of Alignment
This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated “x-ri...
AI Publication
An Introduction to the Problems of AI Consciousness
Once considered a forbidden topic in the AI community, discussions around the concept of AI consciousness are now taking center stage, marking a signi...