AI Challenges and Solutions in 2025

What is the biggest challenge AI stacks face in 2025, according to the article?

• Lack of data

• Poor model performance

• Disconnected tools and systems

• Limited cloud storage

What percentage of companies say their AI investments aren’t delivering expected results in 2025?

• 25%

• 45%

• Over 68%

• 90%

What does MCP stand for?

• Model Context Protocol

• Modular Connection Pipeline

• Machine Control Program

• Model Coordination Platform

What is the primary function of MCP?

• Train AI models

• Optimize neural networks

• Connect and coordinate AI systems

• Manage cloud infrastructure

MCP acts like which common analogy?

• Remote control for AI

• Diplomatic translator for AI systems

• Firewall for data security

• Compiler for AI code

What does MCP replace to simplify system integration?

• Training datasets

• Hardware accelerators

• Fragile APIs and brittle scripts

• UI components

Which of the following is NOT a core feature of MCP?

• Smart tool discovery

• Automatic model training

• Persistent context sharing

• Common communication protocol

What is 'MCP Host'?

• The protocol itself

• An AI assistant or app using MCP

• A database connector

• An external API

What role does the 'MCP Client' play?

• Executes AI queries

• Forwards requests from host to server

• Stores contextual data

• Generates reports

What is the 'MCP Server' responsible for?

• Training AI agents

• Wrapping tools, databases, or APIs for access

• Filtering input data

• Encrypting data logs