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AI Agents: What They Are and How They Will Change Work

Artificial intelligence has moved beyond simply answering questions and generating text. A new generation of AI systems—known as AI agents—is emerging with the ability to plan tasks, use tools, make decisions, and complete multi-step workflows with less human intervention. From managing emails and analyzing data to writing software and assisting customers, AI agents could significantly change how people work. What Are AI Agents? An AI agent is a software system that can perceive information, reason about a goal, take actions, and adapt based on the results. Traditional AI tools usually respond to a specific instruction. For example, you might ask an AI chatbot to summarize a document, and it provides a summary. An AI agent can go further. You could give an agent a goal such as: "Research three competitors, compare their pricing, summarize their main features, and prepare a report." The agent may then: 1) Understand the objective. 2) Break the task into smaller steps. 3) Searc...

Disk structure

Disk Structure

* The conventional head-sector-cylinder, HSC numbers are mapped to linear block addresses by numbering the first sector on the first head on the surface track as sector 0. Numbering begins with the rest of the sectors on that same track, and then the remaining of the tracks on the same cylinder before starting through the remaining of the cylinders to the center of the disk. In modern practice these linear block addresses are used in place of the HSC numbers for a various easons:
1. The rectilinear length of tracks near the surface of the disk is much longer than for those tracks placed near the center, and therefore it is possible to compress many more sectors onto surface than onto internal ones.
2. All disks have some bad sectors, and therefore disks continue a few extra sectors that can be used in place of the bad ones. The mapping of extra sectors to bad sectors in controlled central to the disk controller.
3. Modern hard drives has thousands of cylinders, and hundreds of sectors per 
track on their outermost tracks. These numbers restrict the range of HSC numbers for many (older) operating systems, and therefore disks can be aligned for any suitable combination of HSC values that falls within the complete number of sectors physically on the drive.
* There is a restriction to how closely grouped individual bits can be placed on a physical media, but that limit is growing increasingly more grouped as technological advances are made.
* Modern disks group many more sectors into outer cylinders than inner ones, using one of two approaches:
• With sustained Linear Velocity, CLV, the density of bits is same from cylinder to cylinder. Because there are more sectors in external cylinders, the disk spins slower when reading those cylinders, causing the rate of bits passing under the read-write head to remain constant. This is the method used by modern CDs and DVDs.
• With sustained Angular Velocity, CAV, the disk rotates at a sustained angular speed, with the bit density reducing on outer cylinders. (These disks would have 
a constant number of sectors for each track on all cylinders.)

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