Digital sozialisiert, Denker, Macher und Angel Investor.
With «A practical guide to building agents» OpenAI provides us with an interesting weekend lecture. Let me focus on just one aspect: Guardrails. Their paper shows a fairly simple architecture of agents working together, but their approach to controlling risk is quite sophisticated. While they propose a single agent that validates output (preventing output that could damage the integrity of your...
The AI systems we are about to deploy are not only produced in the US or China, but in most cases also using a cloud scenario where the second endpoint is neither in Switzerland nor under our control. Since hosting models locally with tools like Ollama, GPT4All or OpenLLM locally is an quite an easy fix, let’s talk about the elephant in the room: Building and tuning models under your control. To...
An einer Tagung des Handelsverband spreche ich zu: AI Shopping – the Age of Agents. Online-Shops sehen keine Kunden mehr, können diese nicht beraten und steuern keinen Check-out. Die harmlose Version davon ist die Fähigkeit von KI-Agenten — beispielsweise OpenAI Operator — in meinem Auftrag einzukaufen. Knackiger ist aber Perplexity’s «Buy with Pro», der nicht mal ein Agent...
We have moved from AI dialogs to agentic workflows, connecting specialized agents to handle more complexity and autonomy. But in doing so, we’ve introduced the challenge of how the system components maintain a common understanding – or how it’s called in AI terms, a common context. A paper from the Alibaba group proposes an architectural solution: KIMAs (knowledge integrated multi-agent systems)...
Digital sozialisiert, Denker, Macher und Angel Investor.