Encyclopedia Autonomica

How should Agentic User Experience Work?

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

Oct 27 • 

Jan Daniel Semrau (MFin, CAIO)

4

3

Software That Builds Itself

Code as Interfaces. AI Agents transform the Software Development Life Cycle.

Oct 8 • 

Jan Daniel Semrau (MFin, CAIO)

3

1

September 2025

On Retrieving Relevant Information

Strategies for better knowledge mining: From simple Documents to Agentic RAG and what lies ahead.

Sep 29 • 

Jan Daniel Semrau (MFin, CAIO)

3

1

Modular Financial Agent Systems (II)

Engineering Automated Coordination Cognitive Financial Architectures

Sep 22 • 

Jan Daniel Semrau (MFin, CAIO)

4

2

The Ultimate Guide to Visual Language Action Models (VLAM)

Can AI truly understand the physical world? Physical Reasoning from Video.

Sep 8 • 

Jan Daniel Semrau (MFin, CAIO)

6

4

August 2025

Multi-Agents for Optimal Equity Portfolio Construction

Behavioural Finance, LLM Debates, Drama and Adaptive Quantitative Methods

Aug 25 • 

Jan Daniel Semrau (MFin, CAIO)

3

3

The Hierarchical Reasoning Model

Is it a new paradigm to think about thinking?

Aug 18 • 

Jan Daniel Semrau (MFin, CAIO)

6

4

Group Sequence Policy Optimization vs Group Relative Policy Optimization

Two generational advancements in a duel of dynamic decision dynamics

Aug 11 • 

Jan Daniel Semrau (MFin, CAIO)

4

2

Grounded Autonomy: Neuro-symbolic Representations in the Reasoning Loop

The Ensigns of Command: Sense → Symbolize → Plan → Act

Aug 4 • 

Jan Daniel Semrau (MFin, CAIO)

4

1

July 2025

Agents in Cars Buying Coffee

Renewed Use cases for the world of Autonomous Driving.

Jul 28 • 

Jan Daniel Semrau (MFin, CAIO)

1

2

Can an Agent Build an Agent?

Exploring Autonomy, Program Synthesis, and the Role of Code as Interfaces

Jul 21 • 

Jan Daniel Semrau (MFin, CAIO)

3

200 AI Agent Use Cases

Some ideas for building AI Agents

Jul 15 • 

Jan Daniel Semrau (MFin, CAIO)

1