Welcome to The Growth Lab, your newsletter dedicated to exploring the latest developments in technology, personal branding, and unlocking your potential for growth.

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In today's edition:

• Google Explores AI-Powered Search Paywall.

• Enhance Your Prompting Skills with OpenAI's Official Guide.

• Octopus Introduces Advanced On-Device AI Agents for Mobile.

• 5 AI tools to boost your productivity.

Google Explores AI-Powered Search Paywall

Google is reportedly contemplating introducing charges for new 'premium' AI-driven search features, marking a significant departure as it considers placing core search engine functionalities behind a paywall for the first time.

Key Points:

• Google is in the process of developing technology to implement AI-enhanced search within its premium subscription services, expanding on its existing offerings such as Gemini access.
  
  

• While the conventional search engine will remain freely accessible, specific AI-driven search enhancements would be restricted to subscribers.
  
  

• The integration of AI into search operations poses significant financial challenges, potentially impacting Google's lucrative $175 billion search advertising revenue stream.
  
  

Google's contemplation of a paywall underscores the underlying tensions between its established ad-supported business model and the disruptive potential of AI.

While implementing a paywall could aid in offsetting increased costs, it also risks ceding ground to competitors such as Microsoft, which swiftly integrated AI capabilities into its search engine at no extra cost.

Enhance Your Prompting Skills with OpenAI's Official Guide

While numerous guides and courses exist on effectively prompting ChatGPT, OpenAI, the creator of ChatGPT, offers an authoritative resource to refine your prompting abilities.

OpenAI has released a comprehensive prompt engineering guide, presenting strategies to optimize your prompts for maximum effectiveness.

Some of the most valuable strategies outlined in the guide are:

• Incorporate specific details within your prompt.
  
  

• Break down complex tasks into simpler subtasks for clearer understanding.
  
  

• Clearly outline the steps required to accomplish the task.
  
  

• Direct ChatGPT to deliberate on the answer thoughtfully, fostering deeper insights.
  
  

• Offer examples and specify the desired length of the response.

For a comprehensive list of prompt engineering strategies, complete with illustrative examples, refer to OpenAI's prompt engineering guide.

Octopus Introduces Advanced On-Device AI Agents for Mobile

Stanford researchers have unveiled Octopus v2, a groundbreaking framework for on-device AI agents that surpasses GPT-4 in accuracy.

This achievement is accomplished through fine-tuning language models with specialized functional tokens.

Key Details:

• Octopus v2 employs supported functions as unique tokens and refines its understanding by training on a small dataset to discern when to apply each function.
  
  

• Remarkably, with just 100 training samples, the model attained an impressive 98% accuracy in function selection, outperforming GPT-4.
  
  
  

• The optimized 2-billion-parameter model operates directly on-device, eliminating the need for an internet connection while ensuring swift performance and responsiveness.

The introduction of the Octopus framework represents a significant stride towards enhancing the practicality and accessibility of AI for everyday use.

It foresees a future where every smartphone is equipped with a robust and intuitive AI agent capable of seamlessly managing tasks based on simple user requests.

5 AI tools to boost your productivity

Keymate AI: Enhance your research, projects, and daily tasks with advanced search, browsing, and long-term memory capabilities.
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KeywordsAI: Develop, deploy, and expand your application using Language Model Machines (LLMs).
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Heyday: Heyday's AI copilot turns documents and conversations into shareable quotes and searchable content.
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Vidyo AI: Access socially-ready video clips automatically edited and captioned by artificial intelligence.
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ReleaseAI: Streamline tracking of API changes, generate precise and standardized release notes, and facilitate collaboration among Product Managers, Developers, and customers through AI-driven tools.