The Lean AI approach is akin to strategic iteration. Instead of diving headfirst into building colossal systems, the process emphasizes trying to find the possible failure points as quickly as possible by starting small, testing, and refining. By doing so, you're not only conserving resources but also ensuring that each step you take is calculated and effective.

GPT-4 Vision (GPT-4V) is a giant leap for generalist AI, bringing image analysis capabilities to everyone, and making AI friendlier for beginners. It marries image recognition with text understanding, allowing for a richer narrative from data. In a world where businesses are in the heat of competition, GPT-4V is the gateway to gaining a real-world edge over competition.

In late July, Elon Musk showcased a live demo of Tesla's Full Self Driving version 12 (FSD v12), sparking a mixed reception that ranged from “holy cow!” to “meh”. The split reaction was probably due to the tech-heavy nature of the demonstration, which may have flown over the heads of the general public. On the surface, the demo might have seemed like just another tech update. So, let’s delve a little deeper to understand what really transpired.