Astra Is Not AGI Yet: Why Computer Use Should Not Be Confused with Artificial General Intelligence The arrival of increasingly powerful AI agents has created a new wave of excitement around Artificial General Intelligence (AGI) . Every time an AI system demonstrates a new ability—using a computer, operating a terminal, browsing the web, writing code, or completing a multi-step task—the question quickly appears: “Is this AGI?” The answer is not necessarily. Recent demonstrations of Astra's computer-use capabilities have generated significant attention because the system can interact with a computer in ways that resemble human behavior. It can navigate interfaces, use applications, execute tasks, and work with a terminal. These capabilities represent a major advancement in AI agents, but computer-use capability alone should not be considered AGI . AGI Has Not Arrived—At Least Not by a Clear, Universal Definition One of the biggest problems in the current AI landscape is that there...
The rise in RAM and other hardware prices is not merely a problem for consumers buying laptops or smartphones. It can also have an indirect impact on the future of engineering jobs and salaries . At first glance, hardware prices and an engineer's salary may seem unrelated. However, they are connected through one common factor: the cost of computing . Modern software companies depend heavily on servers, cloud platforms, GPUs, RAM, storage, and networking infrastructure. If these costs increase significantly, companies may become more careful about how they spend money on technology. Will Higher Hardware Costs Reduce Engineer Salaries? Not necessarily—but they can change what companies expect from engineers . Imagine a company currently spends ₹10 crore on computing infrastructure and ₹5 crore on engineering salaries. If infrastructure costs rise substantially, the company may look for ways to improve productivity without increasing its workforce at the same rate. This could lead to...