Attention is all you need
on February 24, 2025
Now I get you attention, let's dive into the subject.
Building AI Orgs and AI Agents in 2025
Last week took place the AI Engineer Summit is the #1 technical conference in the world for AI engineers and leadership (CTOs & VPs of AI) to meet, learn, and advance the field. For the third year running, it brings together the best minds in AI to discuss the future of AI engineering.
Speakers and sponsors of past events have included founders and senior leaders from DeepMind, OpenAI, Anthropic, Meta, Cohere, Mistral, Midjourney, Cartesia, NVIDIA, Groq, Crusoe, Together.ai, Fireworks, LangChain, LlamaIndex, Databricks, Neo4j, MongoDB, GitHub, Microsoft, Google, AWS, and more.
The Theme: Agents at Work
This year’s focus is AI Agents in Production, with a particular emphasis on real-world applications in finance, technology, and beyond—featuring insights from Jane Street, BlackRock, Bloomberg, and other industry leaders. Unlike other AI conferences, the main stage at AI Engineer Summit avoids vendor pitches, keeping discussions technical, relevant, and forward-thinking.
The event is an exclusive gathering of the top AI Agent builders to discuss the challenges and breakthroughs shaping AI in 2025. With invite-only applications, the Summit fosters a highly curated, in-depth experience for attendees.
🔗 Find more details about the event here: AI Engineer Summit 2025
Frontier Feud: The AI Trivia Showdown
One of the segments at the Summit was Frontier Feud, an interactive trivia-style game where teams from leading AI frontier labs competed to determine the most influential research paper in AI history.
Hosted by Barr Yaron, Partner at Amplify Partners, the event featured a series of rapid-fire questions and answers on major breakthroughs in AI, with contestants racing to identify the most impactful papers, concepts, and models. Among the highlights was the discussion of "Attention is All You Need," the seminal research behind the Transformer architecture—now powering the most advanced AI models today.
The competition was not only an exciting intellectual challenge but also a reflection of how much AI research has evolved and influenced the state of modern technology.
If you’re curious about the event and how the discussion unfolded, you can watch it in action at the following link: AI Engineer Summit 2025 - Frontier Feud.
Applying Attention: Automating Responses with Uniflow
Since attention is the key to AI-driven advancements, why not leverage it in automation? A compelling application is an auto-answering bot capable of responding to content across the internet—especially on major social media platforms.
For this purpose, I created a Uniflow workflow called Prime AI Answer on Uniflow, designed to generate intelligent responses to social media content dynamically.
How the Workflow Works
The Prime AI Answer workflow follows these key steps:
1️⃣ Set Environment Variables – Define necessary configurations like API keys, session cookies, and model parameters.
2️⃣ Describe the Prime AI Agent Prompt – Establish a structured prompt that guides the AI’s response generation.
3️⃣ Scrape Social Media Content – In this demonstration, I focused on LinkedIn.
- To achieve this, I released the Prime AI Answer GitHub project: GitHub - Prime AI Answer
- This tool allows scraping LinkedIn content by passing a current session cookie.
- The workflow fetches content via an API call and processes it within Uniflow.
4️⃣ Create the Prime AI Agent – This step initializes the AI agent and injects the curated prompt, which consists of:
- The descriptive prompt
- The scraped LinkedIn content
- The author’s tone, which was predefined as an environment variable
5️⃣ Generate & Display AI Responses – The final step showcases the AI-generated responses within Uniflow.
Why Automate Social Media Engagement?
With AI models becoming increasingly adept at understanding and generating human-like text, automating social media engagement is a powerful application.
🔥 Prime AI Answer makes it possible to:
- Dynamically generate responses tailored to each post.
- Mimic human-like engagement with the correct tone.
- Scale social media interactions efficiently across platforms.
As AI continues evolving, leveraging attention-based mechanisms in automation will only grow in importance. Prime AI Answer is just the beginning—imagine the broader possibilities of AI-driven engagement at scale.
💡 Would you automate your social media interactions? Let me know your thoughts!