Astonishing breakthroughs fueled by AI, agentic AI, quantum computing, brain-computer interfaces, and decentralized finance are on the horizon.
One of the coolest things about being a software developer is that you often know what’s behind the curtain. To some extent, at least. Working in tech gives you the chance to know first-hand what a neural network is, or what makes quantum computing so significant, or how the cryptography in blockchain actually works. As a coder, you have your eye on everything in high tech, because so much of it is empowered by code. Professionally, you live in the space between the hardware and the idea.
Here we are at the start of a new year, and all the technologies I just mentioned are building toward a crescendo. It seems entirely possible we’ll have software-augmented brains soon, or that the singularity is just a nanotech breakthrough away.
AI on the cusp
Artificial intelligence surged in 2024, with killer apps like conversational AI, natural language processing, code and image generation, and more. But is the current moment a high-water mark or just a way station? Will the new era of AI-driven tech crash or continue, and what are the limits of AI?
Some speculate that we are entering a phase where machine learning will be constrained not by architectures and compute resources, but by the amount of raw data that’s available. After all, modern AI is all about taking massive samples of data and creating probability engines. Those data samples have to come from somewhere, and that somewhere is the sum-total output of human creativity available on the Internet. It’s possible we are entering a kind of autophagy, moving our data output and input toward stasis.
AI can of course generate its own content, which means it can create its own new training material. But here is where we start to explore the boundaries between synthetic and creative imagination. How much recombination can be done without the organic spark of inspiration that reveals genius, in the old-fashioned sense of the word?
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Source : https://www.infoworld.com/article/3803348/the-biggest-ideas-in-software-and-technology-today.html