Showing 1 - 3 of 3
AI will overpromise and underdeliver
Life, James Hein, Published on 27/08/2025
» Let's start with a few brief comments on the current state of artificial intelligence. Specially targeted and trained AI models are improving. These are things like detecting something in an X-ray or hunting for potential chemical candidates for a compound to attack a specific condition. Generating pictures and videos is also improving rapidly, and by the end of the year the majority of people will not be able to tell the difference between the real thing and the AI fake. Large Language Models are still unpredictable and can give false or fake answers depending on the structure of the prompts, so be careful with the answer you get from these. The current corporate buy-in for AI is well beyond what it can deliver. This is driven by marketing, not the actual state of capabilities. My prediction is there will be a lot of out-of-pocket organisations of all types disappointed by results.
AI, LLMs still got those data blues
Life, James Hein, Published on 12/02/2025
» The past weeks have been very heavily tilted towards artificial intelligence (AI) news. Before I cover some of it, a reminder that generative AI (gAI) is not the same as General AI (G-AI). The former is where the model can make some inferences, the latter is an AI system that can perform just like a human across multiple subject areas.
Metals and energy shortage is a looming threat
Life, James Hein, Published on 20/07/2022
» I know the word rare gives it away but the world is facing a rare earth metals shortage. The Chinese are currently the largest producers of this resource and they recently cut their production by half. Turkey is another potential source but that region has been unstable for centuries. Most modern technology cannot expand further without these resources and the whole idea of ramping up renewables requires lots of them. Elon Musk has said we don't have enough in the world for all the plans of our governments and other experts agree.