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Apple’s AI Research Questions LLM Reasoning Abilities

Many experts are buzzing about a big change in artificial intelligence. This change is called AGI, which stands for artificial general intelligence. Some people say AGI could arrive as soon as 2026. But it might take longer because technology can be tricky to predict.

Right now, in 2024, we have reasoning models but no reliable, scalable agents. This means we have a lot to do in a short time. If we hit the early 2026 mark, that's just about a year and a few months away. In tech terms, that's not much time.

AGI is believed to be much smarter than today's AI. It could be as intelligent as a Nobel Prize winner in fields like biology, programming, and math. Imagine an AI that can prove unsolved math problems or write amazing novels. This is what AGI aims to do.

Close-up of a human eye displayed on a laptop screen in a dimly lit room.

Experts like Dario Amod, who helped make the Claw 3.5 Sonic model, think AGI will not just be a single model. Instead, it might involve different models working together. These models could interact and be trained in new ways.

One exciting idea is that AGI might solve many problems at once. Right now, humans tackle one problem at a time, often over many years. But AGI could explore thousands of similar problems quickly. By using different techniques, it might solve a large portion of them all at once.

This way of problem-solving could change how we approach learning and discovery. For example, in math, instead of focusing on just one theorem, AGI could tackle a whole class of them.

If these predictions come true, the next few years could be amazing for technology. We could see breakthroughs that seem like science fiction today. The possibilities are endless, and it's a thrilling time for those of us following AI development.

As we look to the future, it's important to prepare for these changes. AGI could bring both challenges and opportunities. Understanding what AGI can do will help society make the most of its potential.

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