planning

Discovering APIs with Knowledge Graphs

How semantic graphs let agents pick the right finance API

Dec 1, 2025 • Jan Daniel Semrau (MFin, CAIO)

How should Agentic User Experience Work?

Future of Work with OpenAI Atlas, Perplexity Alpha, Claude Skills, and News Explainer

Oct 27, 2025 • Jan Daniel Semrau (MFin, CAIO)

Magma: A Foundation Model for Multimodal AI Agents

A State-Of-The-Art must-read paper -- "Put the sausage to hot dog"

Apr 5, 2025 • Jan Daniel Semrau (MFin, CAIO)

Reasoning on Graphs: Techniques and Applications in Data Analysis

What do pen, bottle, and mushroom have in common?

Aug 31, 2024 • Jan Daniel Semrau (MFin, CAIO)

Graph Reasoning Networks: Effective Solutions for Complex Problem Solving

Crafty Seasoning Cooks solving Culinary Sensibility Problems for Tasty Temptation Optimization.

Aug 29, 2024 • Jan Daniel Semrau (MFin, CAIO)

Reasoning with Graph Encoding: Techniques and Applications in AI

Structuring Data for Earthquake Risk Evaluation in Japan

Aug 22, 2024 • Jan Daniel Semrau (MFin, CAIO)

AI Security and the World of Horizon Zero Dawn

Exploiting Zero-Day Vulnerabilities with Multi-agent Hierarchical Task Network Planners and the Threat of Apocalyptic Destruction.

Jul 16, 2024 • Jan Daniel Semrau (MFin, CAIO)

Code Clinic: Building a Starlink Constellation Tracker with Cesium

Propagating Orbits in Space from TLEs using Cesium and SatelliteJs

Mar 29, 2024 • Jan Daniel Semrau (MFin, CAIO)

SOAR: Cognitive Architecture for AI Problem-Solving and Learning

To lay some groundwork for building cognitive architectures

Mar 25, 2024 • Jan Daniel Semrau (MFin, CAIO)

Toyota RI - Large Behavior Models for Robot Generalization

Breakthrough? Using Large Behavior Models to help robots learn new dexterous behaviors from demonstration

Sep 20, 2023 • Jan Daniel Semrau (MFin, CAIO)

Code Clinic | Generating Knowledge Graphs with InstaGraph

An innovative application of GPT functions to force its response into a graph dataset

Sep 18, 2023 • Jan Daniel Semrau (MFin, CAIO)

How To Build a Car That Drives Itself

The System Architecture of Autonomous Vehicles (Core Modules)

Aug 30, 2023 • Jan Daniel Semrau (MFin, CAIO)

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