Joined the @perplexity_ai Business Fellowship! 🚀

Direct access to their mind-blowing AI research tools = better insights for you. Deep Research is a game-changer.

#AI #DeepResearch

KI-Personalisierung: Es geht nicht um Manipulation, sondern um *Ermächtigung* 💪.

Gib deinen Kunden die Informationen und Werkzeuge, die sie *wirklich* brauchen.
Wie setzt du das um?

#KI #CustomerEmpowerment #Mehrwert 🛠️🔍

🧵 1/6
Meta and Alibaba have demonstrated it: AI can self-replicate. Models like Llama3.1 and Qwen2.5 showcase this capability 2. But what does this mean? Let's cut through the hype and look at the facts:

AI Personalization: It's not about being creepy, it's about being relevant 🤖

It's about empowering your customers with the information and tools they need 💪

Learn about the 5 Pillars: zurl.co/vLA12 #AI #Personalization #CX 🌟

"Personalisierung ist wichtig." - Jeder Marketing-Manager, überall.

Aber was bedeutet das *wirklich*? Geht es nur darum, deinen Vornamen in eine E-Mail zu schreiben? 🤔

KI kann mehr. Viel mehr. #KI #Personalisierung #Marketing

Generic marketing is OVER. 👋

Customers expect *personalized* experiences. AI makes it possible, at scale.

I've written a deep dive on the 5 pillars of AI-driven personalization. Check it out! zurl.co/mqaxk

#AI #Personalization #Marketing

Hibiki: Real-time, offline, open-source speech translation.

Will AI replace human translators? Especially within the EU, with its massive translation needs? 🤔

Let's get real. #AI #Translation #Disruption #Jobs #EU zurl.co/VwFHa

Remember when AI needed constant human guidance? Those days are ending.

Agentic RAG systems are learning to think for themselves. They refine, adapt, improve - autonomously.

Scary? Exciting? Both? Let's discuss. #AI #RAG #Future

Real-time, offline speech translation on an iPhone? 🤯

The open-source Hibiki project is making it happen (French -> English for now).

Game-changer for international business?
zurl.co/6O4Zu

#AI #OpenSource #Translation #Hibiki

The future of RAG is here:

📌 HTML structure preservation
📌 Multimodal capabilities
📌 Autonomous refinement

Which trend will have the biggest impact?

Read the full analysis: zurl.co/YEBtq #AI #RAG #Future

Agentic RAG: The next evolution in AI systems

• Autonomous query refinement
• Self-optimizing results
• Intelligent adaptation

Full analysis in my latest article! zurl.co/EfJb5
#AI #RAG #Future

Real-world applications of modern RAG:

🔹 Document processing
🔹 Visual data integration
🔹 Autonomous refinement

Which excites you most?

Full breakdown in the article! zurl.co/YJXro
#AI #RAG #Innovation

Multimodal RAG systems are changing the game!

Combining text + visual data leads to:
• Better understanding
• More accurate responses
• Broader applications

Full analysis in my latest article 🔍 zurl.co/cebcG
#AI #RAG #Innovation

Deep diving into HtmlRAG today! It's fascinating how preserving HTML structure can make such a difference in data retrieval.

Check out my analysis of why structure matters in modern RAG systems. zurl.co/THpla
#AI #RAG #TechTalk

All the AI Builders, I just found out!

There are 16 of them!

1. Cursor
2. Bolt
3. v0
4. Windsurf
5. Replit Agent
6. Loveable
7. Devin
8. Pear AI
9. Github Copilot
10. Github Spark
11. IDX by Google
12. webdraw .ai
13. UIzard
14. Amazon Q Developer
15. ChatGPT inside Mac app
16. Softgen AI

What's the deal with traditional RAG systems? I've just published an article to explain it all!
Let me know what you think about the limitations of standard RAG systems, and if you have experienced them yourself! [zurl.co/oNvU7]

#RAG #KI #InformationRetrieval

📲 Open Source Social Media Agent

For the past three weeks, we've been using an ambient agent to draft and schedule social media posts highlighting community content

Think of it as an "AI Social media intern"

Today we're releasing it as an open source repo 🧵

Here's my end-of-year review of things we learned out about LLMs in 2024 - we learned a LOT of things simonwillison.net/2024/Dec/31/...

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