Medium

Chris Schulz

Chris Schulz

·

Sep 20

From Research Assistant to Constrained Autonomy

On the evidence in this series, an institution can defensibly run agents today for research, filing and document synthesis, hypothesis…

From Research Assistant to Constrained Autonomy

Chris Schulz

·

Sep 19

The Action Surface Is the Attack Surface

A prompt injection took a trading agent from 7.81% return to 0.89% over a single month. Its Sharpe ratio fell from 5.72 to 0.29. Its trade…

The Action Surface Is the Attack Surface

Chris Schulz

·

Sep 18

What the Agentic Trading Evidence Actually Shows

Take ten frontier LLMs, let each run a trading agent on the CSI300 for 548 trading days, and one returns 85.29% against a buy-and-hold…

What the Agentic Trading Evidence Actually Shows

Chris Schulz

·

Sep 17

Agentic Trading Is Already Algorithmic Trading

Agentic Trading Is Already Algorithmic Trading

Chris Schulz

·

Sep 6

Free Claude Code: A Practical Setup Guide, Costs, and Trade-offs

Learn how Free Claude Code connects Claude Code, Codex, and Pi to cloud or local models, what the setup involves, and what ‘free’ actually…

Free Claude Code: A Practical Setup Guide, Costs, and Trade-offs

Chris Schulz

·

Aug 23

EU Asset Management Regulation in 2026: Five Trends Reshaping the Operating Model

EU asset-management regulation is moving through implementation rather than wholesale redesign. Managers are absorbing concrete…

EU Asset Management Regulation in 2026: Five Trends Reshaping the Operating Model

Chris Schulz

·

Aug 16

EU AI Act Transparency Obligations: A Guide for Providers and Deployers

The EU AI Act does not impose one generic transparency notice on every artificial-intelligence system. It assigns different controls to…

EU AI Act Transparency Obligations: A Guide for Providers and Deployers

Chris Schulz

·

Aug 7

Amazon Agent Registry in Practice: Discovery, Governance, and Operational Limits

The Agent Sprawl Problem Is a Discovery Problem First

Amazon Agent Registry in Practice: Discovery, Governance, and Operational Limits

Chris Schulz

·

Aug 2

Streamlining AI Agent Operations with the AWS Bedrock AgentCore CLI

Building an AI agent with LangGraph, CrewAI, or LlamaIndex is easy enough on a laptop. Moving that agent to a production AWS environment is…

Chris Schulz

·

Jul 28

The Python Forecasting Stack in 2026: Which Library Fits Which Job?

Python has no default forecasting stack. It has mature statistical packages, unified framework APIs, focused high-performance libraries…

The Python Forecasting Stack in 2026: Which Library Fits Which Job?

Chris Schulz

Chris Schulz

Head of Data & AI, driving real-world impact in regulated FinTech. AI engineer, product leader & data strategist. https://deadhand777.github.io/data-alpha/

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