Section 1 - Instruction

You've learned how AI "thinks" and about different model types. But here's a crucial sales reality: AI models have a "knowledge cut-off date."

This is the last date their training data includes. After that? They're in the dark about new events.

Engagement Message

Have you ever asked AI about a recent product launch or competitor move and gotten outdated information?

Section 2 - Instruction

Think of it like a sales database that stopped updating on a specific date. The AI knows everything up to that point, but nothing after.

ChatGPT's knowledge might stop at October 2023. Ask about pricing changes from November 2023? It genuinely doesn't know.

Engagement Message

Any guesses why this limitation would exist for such advanced technology?

Section 3 - Instruction

It's not a bug - it's economics! Retraining these massive models with fresh data costs millions and takes months.

Imagine updating a billion-parameter model every day. The computational power alone would be staggering, not to mention the costs.

Engagement Message

Makes sense?

Section 4 - Instruction

For sales success, this matters enormously. Asking AI about recent competitor pricing, new product releases, or current market conditions might yield outdated advice.

An AI trained before a major industry shift won't understand current buyer behavior. Its sales recommendations could be dangerously obsolete.

Engagement Message

Can you think of recent changes in your industry that would affect your sales approach?

Section 5 - Instruction

Here's the good news: some AI tools can search the web! ChatGPT Plus, Microsoft Copilot, and others bypass their cut-off by accessing current information.

They use techniques like RAG (Retrieval-Augmented Generation) to pull fresh data from the internet and incorporate it into responses.

Engagement Message

Would real-time information access change how you'd use AI for sales research?

Section 6 - Instruction

Different models have different cut-off dates. GPT-4o: October 2023. Claude 3: August 2023, etc. Newer models usually have a more recent cut-off date.

However, newer doesn't always mean more current! Models and tools that use them usually know their cut-off date and would tell you if asked.

Engagement Message

Which matters more for your sales work - the AI's intelligence or its recency?

Section 7 - Instruction

For sales use, always verify AI information about recent competitor moves, pricing updates, or market trends. Don't rely on AI for current prospect research without web access.

Instead, use AI for timeless sales principles, objection handling frameworks, and analysis of prospect data you provide directly.

Engagement Message

What type of sales tasks would be safe from knowledge cut-off issues?

Section 8 - Practice

Type

Swipe Left or Right

Practice Question

Let's test your understanding of knowledge limitations!

For each sales scenario below, swipe left if it's likely affected by knowledge cut-offs, or swipe right if it should be reliable regardless:

Labels

  • Left Label: Affected by Cut-offs
  • Right Label: Should Be Reliable

Left Label Items

  • Researching this quarter's competitor pricing
  • Understanding recent industry regulation changes
  • Getting current prospect company news
  • Analyzing new product launches this year

Right Label Items

  • Creating effective cold email templates
  • Developing objection handling techniques
  • Explaining consultative selling principles
  • Writing follow-up message frameworks
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