23 Articles from December about AI & Data Science

AI Definitions: Artificial General Intelligence

Data scientists will need to work alongside ethicists, regulators, and legal experts to ensure that agentic AI systems are transparent, accountable, and aligned with societal values 

Agentic AI cannot survive without data scientists

Data scientists need to reorient their technical skills and develop expertise in agentic AI frameworks and platforms while also mastering systems that integrate business insights and technical capabilities 

AI Definitions: Artificial General Intelligence (AGI)    

Agentic AI will require data scientists to frame problems, not just solve them 

These mistakes can ruin your machine learning project

How to Clean Your Data for Your Real-Life Data Science Projects

AI Definitions: Hallucinations. When an AI provides responses that are inaccurate or not based on facts.

AI Definitions: Model Collapse - The idea that AI can eat itself by running out of fresh data, so that it begins to train on it’s on product or the product of another AI

An AI-enabled weapon systems center and create a working group under the U.S. Cyber Command

Geospatial analysis advances as AI uses auditory prompts to create relevant images

What Is Agentic AI, and How Will It Change Work? 

AI Definitions: Natural language processing

Scaling laws have shaped AI’s past, but they no longer define its future 

AI Definitions: Tokenization. This is the process where an LLM creates a digital representation (a token) of a real thing—everything gets a number; words are translated into numbers.    

MIT researchers address the issue of hallucinations produced by deep generative vision used synthesize realistic-looking satellite imagery

The US Central Command is employing large language models for some of its processes

A new AI tool from GDIT that fuses data from multiple air-defense sensors could transform how militaries defend against emerging aerial threats such as hypersonic missiles and drone swarms

Computer chips using light to process information would allow ultrafast, high-efficiency AI calculations  

Inducing anxiety in large language models can produce bias

Military takes on question of when AI is the right thing to do 

Air Force continues to expand its version of ChatGPT following summer launch