AI Trends and Business Applications in 2025

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Questions and Answers

Which of the following best describes AI Agentic Automation?

  • A system that requires constant manual intervention.
  • Manual automation processes without any software.
  • The traditional use of RPA with no AI involvement.
  • A new type of automation driven by AI Agents. (correct)

In the context of LLM apps, which level comes directly before the 'Agents' level?

  • Chatbot
  • RAG (correct)
  • LLM OS
  • General Questions and Answers

Within the Five Stages of LLM Implementation, which stage focuses predominantly on refining the LLM through methods like No-Code Fine-Tuning?

  • LLM Stage 3 (correct)
  • LLM Stage 2
  • LLM Stage 1
  • LLM Stage 4

According to the information, what is the role of GPTs on ChatGPT Plus?

<p>They are examples of AI Agents. (C)</p> Signup and view all the answers

What is the key evolution that AI/ML models contribute to automation, according to the information?

<p>They automate more complex, general-purpose work. (B)</p> Signup and view all the answers

What is a simple way to define an AI Agent?

<p>An AI that can reason automatically and use tools to solve problems. (C)</p> Signup and view all the answers

Which of the following is a key advantage of Agentic Automation compared to traditional RPA?

<p>It uses prompt engineering and is more intuitive. (B)</p> Signup and view all the answers

What did the CEO of Microsoft suggest about AI Agents?

<p>AI Agents would replace traditional software. (D)</p> Signup and view all the answers

What is the valuable lesson that new AI models need as they improve reasoning?

<p>Think before you speak. (C)</p> Signup and view all the answers

What area has seen significant capability improvements because of advances in AI inference?

<p>STEM and Code (B)</p> Signup and view all the answers

What does 'multimodal' refer to in the context of AI?

<p>AI's ability to process and understand different types of data like images, audio, and text. (A)</p> Signup and view all the answers

In the context of multimodal AI, what does it enable AI to do?

<p>Simultaneously infer across different types of data. (C)</p> Signup and view all the answers

According to the slides, what is a key trend affecting technology companies?

<p>Rapid development and high effectiveness of AI-Assisted Coding (A)</p> Signup and view all the answers

What transformation is expected to occur in the customer experience?

<p>Chatbot AI and virtual assistants will replace traditional search and browsing experiences. (D)</p> Signup and view all the answers

What is the first step that businesses should take to effectively implement AI?

<p>Develop an AI roadmap (D)</p> Signup and view all the answers

What does the slides recommend for building a strong AI implementation foundation?

<p>Build an AI culture and habits for AI use. (C)</p> Signup and view all the answers

According to one of the final slides, what is one of the main challenges regarding AI?

<p>There is limited human resource for AI in Vietnam. (D)</p> Signup and view all the answers

What should companies do to improve their workforce in AI according to the presentation?

<p>Train employees to become citizens in AI (D)</p> Signup and view all the answers

Besides building an AI culture and developing employees, what should companies do according to the slides?

<p>Have a pilot project (B)</p> Signup and view all the answers

According to the presentation, what should companies do for their pilot AI project implementations?

<p>Contact outside help and implement it with the team (D)</p> Signup and view all the answers

Flashcards

AI Agentic Automation

A trend in AI where automation is driven by AI Agents to perform tasks.

Agentic Automation

A new type of automation powered by AI agents, which can perform tasks more flexibly and intelligently than traditional automation.

AI Multimodality

The ability of AI to understand and process various data types (text, images, audio) for better insight.

AI reasoning

The phenomenon where AI can now deduce and draw conclusions automatically, making its own plans to solve problems.

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Multimodal AI

A type of AI that can understand and generate content from multiple data formats, combining text, images, and audio.

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Multimodal Models

AI models that use multiple sensory inputs to better understand situations. GPT-4o and Gemini Pro 1.5 are examples.

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Prompt Engineering

Using 'prompt engineering'— crafting thoughtful instructions—to make AI more approachable and helpful.

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AI-Assisted Coding Tools

Tools that help write code faster. Features include code completion, bug detection, code search and optimization.

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LLM OS

AI systems are shifting towards using LLMs (Large Language Models) integrated with specialized tools to automate and optimize entire software systems, improving efficiency and security.

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Cross Modal Reasoning

LLM’s ability to understand and process complex information from different modalities, allows for a better understanding.

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Study Notes

  • The presentation discusses AI trends and applications for businesses in 2025.
  • Lộc Đặng, founder of Mindmaid which is a Chatbot AI development platform, presents.
  • The main topics covered are AI trends in 2025, AI applications in business in 2025, and a FAQ section.

AI Agentic Automation

  • AI Agentic Automation represents a new trend in automation using AI Agents

LLM Technology

  • ChatGPT's LLM technology has rapidly advanced AI Agent capabilities.
  • Levels of LLM apps include General Questions and Answers, Chatbots, RAG, Agents and LLM OS
  • LLM Implementation has 5 stages, LLM stage 1 time is design . LLM stage 5 is data AI,

GPTs on ChatGPT Plus

  • GPTs on ChatGPT Plus are considered AI Agents.
  • GPTs allow users to create custom versions of ChatGPT that combine instructions, extra knowledge, and skills.

RPA and Agentic Automation

  • AI Agents are driving the transformation of traditional RPA into Agentic Automation.
  • AI/ML models automate repetitive tasks in scoped workflows, and handle complex general-purpose work with better planning and consistency.
  • Rules-based systems handle rigid tasks whilst Agent-based systems handle flexible tasks
  • AI Agents can automatically infer and use appropriate tools to solve problems
  • Agentic Automation offers advantages over RPA, including user-friendly prompt engineering, processing complex workflows, and creating natural collaboration experiences.
  • Microsoft's CEO announced that AI Agents would replace traditional software.
  • Microsoft separates agents into personal, organizational, business process and cross-org agents

AI Inferential Ability

  • Newer AI models like OpenAI's have significantly improved inferential capabilities.
  • AI models are being trained to "Think before you speak" for better decision making
  • AI can provide a chain of thought process to deduce an output

STEM and Code

  • AI has been significantly improving at STEM fields and code
  • Evals of OpenAI's models, including o1-preview and o1 as well are getting better results
  • LLMs can now automatically generate plans to solve problems.

Multimodal AI

  • AI is becoming multimodal, with the ability to understand images and sounds
  • Multimodal capabilities means that Al understands information in its entirety
  • Top multimodal models include gpt4-0, gpt4-o-mini, gemini pro 1.5
  • It allows AI to reason with different data types simultaneously, and has been expanded to audio
  • Gemini is a Family of Highly Capable Multimodal Models
  • Multimodal AI can be used for various applications through realtime APIs with video & audio

Tech Industry Impact

  • AI-Assisted Coding is rapidly evolving and highly effective.
  • Salesforce will stop hiring software engineers in 2025 due to significant Al-driven productivity increases
  • LLM Apps & LLM as an OS are gradually replacing traditional software architecture.
  • Nvidia is developing Project DIGITS which is needed for these applications

User Experience

  • User expectations of technology are shifting, and Chatbot AI and virtual assistants are replacing traditional search and browsing methods.
  • There's a move towards Al Agents and Digital Humans.

Effective AI implementation

  • To effectively implement AI, businesses should consider the changing landscape of 2025 in their strategy.
  • The AI technical talent pool in Vietnam remains limited.
  • Businesses should develop an AI application roadmap, build a culture that encourages AI usage, and cultivate internal AI personnel.
  • Companies can experiment with some pilot AI projects
  • The projects could focus on marketing, customer service, internal training, and data analysis and internal products
  • The suggested timeline is 9 months to 1 year for these projects
  • Build a culture of AI adoption through education

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