Week 9 - March 2026

Week at a Glance

Key Focus: Moving from AI as a chatbot to AI as an autonomous worker through multi-agent systems.
Terminology: Fine-Tuning.
Skill of the Week: Orchestrating complex, multi-step business research and strategic planning using Perplexity Computer.

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AI Essentials (The Theory)

Teaching AI to specialize in your unique domain.

Fine-Tuning

Fine-tuning is the process of taking an existing, pre-trained AI model and training it further on a specific dataset. Instead of starting from scratch, you provide the model with targeted examples to make it excel at a particular task or industry.

In Simple Words: Specialized training for an already “educated” AI to make it an expert in your specific niche.
Everyday Example: A law firm fine-tuning a general language model on their past case files so it can draft legal briefs in their specific firm’s style and voice.

AI News & Trends

The rise of the “Agentic Worker” and the democratization of high-speed intelligence.

Perplexity Computer: Beyond the Chatbot

Perplexity has launched Computer, a multi-agent platform that autonomously runs full workflows. It coordinates teams of specialized AI models in parallel, with live browser access and persistent memory.

The “So What?”: This shifts AI from a tool you “ask” into a team you “assign.” It can execute multi-step research or strategy tasks over hours or days, iterating until the goal is met while you focus on other work.

Google’s Gemini 3.1 Flash-Lite

Google introduced its fastest and most affordable model yet. Scores show it outperforms larger models in science reasoning (GPQA Diamond) while being 2.5x faster than previous versions at a fraction of the cost ($0.25 per million input tokens).

The “So What?”: Powerful AI is becoming a commodity. This makes it viable for businesses to build high-volume automated applications—like real-time content moderation or dynamic UI generation—without breaking the bank.

The Prompt Lab (The Action)

Practical ways to delegate complex research and secure your AI interactions.

1. The Market Explorer (Perplexity Computer)

If you have access to Perplexity Max, use “Computer” to handle weeks of consulting work in one afternoon.

Try This Prompt: “I run a [Type of Business] and want to expand into the [Country/City] market. Research regulatory requirements, top 3 local competitors, pricing benchmarks, and cultural buying preferences. Identify the 3 biggest risks and opportunities. Write a 2-page executive summary, a 90-day market entry plan, and a cost breakdown.”

2. The Privacy Guardian

Take control of what AI remembers about you to keep your professional chats private.

Try This Prompt: “Help me clean up my privacy settings in ChatGPT. First, show me how to delete individual chats and then all chats. Then, walk me through turning off or limiting what you remember about me.”

3. The High-Volume Tasker

Use high-speed models like Gemini 3.1 Flash-Lite for tasks that require scale.

The Idea: If you need to translate 1,000 product descriptions or moderate 10,000 user comments, use a “Lite” model for maximum speed and minimum cost.

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