Three Modes, Three Economies

There is a kind of AI that has not filled many conference rooms these past two years. It sits in production systems where it has been working for years or decades, without anyone registering it as an event. It is the layer that, in most organizations, actually produces value β€” and it is the layer that almost never shows up on a slide. This is not accidental. An AI that functions as a performance has to remain visible. An AI that functions as a component gains with every additional hour in […]

https://christianalbert.photography/three-modes-three-economies/

What’s the difference between #PromptEngineering and #ContextEngineering?

πŸ”Ή Prompt Engineering: Focuses on a stateless approach
πŸ”Ή Context Engineering: Enables AI systems to be stateful

In this #InfoQ #podcast, Adi Polak discusses why Context Engineering is key for LLM interactions & designing agentic systems.

🎧 Listen now: https://bit.ly/4casalZ

#AI #AIarchitecture #LLMs #AgenticAI

If your AI feels unpredictable, the model might not be the problem.πŸ€”

At #ArcOfAI, Brent Laster introduces Context Engineering β€” practical ways to design smarter, more reliable AI systems without fine-tuning.

https://www.arcofai.com/speaker/590f34c7b6364bd8bfe7e6068f316fdb

🎟️ Tickets: https://arcofai.com

#AI #GenAI #MachineLearning #SoftwareEngineering #PromptEngineering #AIArchitecture #LLM #TechConference #AILeadership

#Anthropic just introduced a multi-agent harness designed for long-running autonomous applications - targeting both frontend design & full-stack software creation.

Tasks are split among: πŸ—“οΈ Planning ⇨ πŸ’» Generation ⇨ βœ… Evaluation.
This keeps outputs coherent and high-quality over multi-hour AI sessions.

β€œSeparating the agent doing the work from the agent judging it proves to be a strong lever to address this issue.” - Prithvi Rajasekaran, Engineering Lead at Anthropic Labs.

Read more: https://bit.ly/4bUx4F0

#AI #AIagents #AIarchitecture #SoftwareEngineering #InfoQ