Top 10 AI trends, 2024

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GPT-4o (Omni) is OpenAI's latest AI model, featuring multimodal capabilities that process text, audio, images, and video with enhanced performance and built-in safety measures. It offers faster, more natural interactions across multiple modalities, with gradual rollout to users and developers through ChatGPT and API access.

Proton has introduced Proton Scribe, a privacy-first AI writing assistant for emails that operates entirely on the user's device, ensuring no data is leaked to third-party AI providers. Built on the open-source Mistral 7B model, it helps users compose, redraft, and proofread emails while maintaining high privacy standards, with potential future expansions to other Proton products.

There has been a rapid decline in the amount of data available to AI training tools. This is because many of the 25% websites are blocking AI scrapers via robot.txt file.

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The Illusion of State in State-Space Models: This paper investigates the expressive power of state space models (SSMs) and reveals limitations similar to transformers in their ability to express certain types of computation.

MambaVision: A novel hybrid Mamba-Transformer backbone specifically tailored for vision applications, demonstrating the potential of combining different architectural approaches for improved performance in visual tasks

StudyMap helps you to create your own study plan.

AI Magicx is a comprehensive platform that leverages artificial intelligence to enhance creativity and streamline content creation.

Inkline.ai Inkline AI is an innovative AI-powered writing assistant and document editor designed to help users transform their thoughts into clear, well-structured writing.

Top Trends for AI in 2024

Let's take a look at the exciting AI trends that are shaping up for 2024. These developments are set to make waves in the tech world and beyond.

1. Multimodal AI: The All-Rounder

Multimodal AI is like a Swiss Army knife for data. It can handle text, images, and sound all at once, making AI interactions more natural and versatile. This is especially useful in fields like healthcare and design.

2. Agentic AI: The Self-Starter

Imagine AI that doesn't just respond, but actually takes initiative. That's agentic AI for you. It can understand its environment, set goals, and act on its own. Pretty handy for tasks like environmental monitoring or financial management.

3. Open Source AI: Democratizing Tech

The open-source movement is making powerful AI accessible to more people. It's like a collaborative cookbook where developers can share and improve AI recipes. Projects like Meta's Llama 2 and Mistral AI's Mixtral are leading the charge.

4. RAG: The Fact-Enhancer

Retrieval-Augmented Generation (RAG) is tackling the problem of AI "making things up." By combining text generation with information retrieval, it's helping AI produce more accurate and reliable content.

5. Custom Enterprise AI: Tailored Solutions

Businesses are moving away from one-size-fits-all AI tools. Instead, they're creating custom models that fit their specific needs, kind of like having a bespoke suit rather than off-the-rack.

6. AI Talent Demand: The Skills Race

The hunt for AI and machine learning talent is heating up. If you're into MLOps (machine learning operations), you're in high demand!

7. Shadow AI: The Unofficial Helper

Some employees are bringing AI tools into work without official approval. While it shows initiative, it's also raising concerns about security and compliance.

8. The Reality Check: Managing Expectations

As companies move from AI experiments to full-scale adoption, they're facing real-world challenges. It's a reminder that AI implementation isn't always smooth sailing.

9. Ethics and Security: The Necessary Guardrails

With AI becoming more powerful, there's a growing focus on using it responsibly. Issues like misinformation, fraud, and bias are at the forefront of discussions.

10. AI Regulation: The New Rulebook

Governments are working on new rules for AI. The EU's AI Act is a prime example. Companies will need to stay informed to keep up with these evolving regulations.

The AI landscape for 2024!