yuer articles - 57 total
When Emotion Becomes an Interrupt:How Distress-Framed Language Systematically Suppresses Reasoning in General-Purpose LLMs
A Medical-Safety Risk and the Proposal of “Logical Anchor Retention (LAR)”** As large language...
Stronger Models Don’t Make Agents Safer — They Make Them More Convincing
There is a persistent belief in AI engineering: If the model were smarter, agents wouldn’t fail like...
An Agent Is Not a Workflow (No Matter How Much It Pretends to Be)
One of the most common misunderstandings in modern AI systems is this: If an agent follows steps, it...
The Only Real Fix for Agents Running Wild Is Control by Design
Agents don’t fail because they are too dumb. They fail because they are allowed to act when they...
Why Natural Language Is a Terrible Tool for Process Control
Natural language is flexible by nature. That flexibility is exactly why it fails as a control...
Why Agents Feel Smarter Today (But Actually Aren’t)
Modern AI agents feel smarter than before. They follow steps. They ask fewer irrelevant...
Solving Character Consistency in Image Generation
In many image generation workflows, character consistency quietly breaks over time. A single image...
How AI Can Take Cross-Domain Projects — and Where Automation Breaks
Where do you draw the line between “let automation run” and “someone must explicitly decide to...
Automation Without Accountability Is Structurally Unsafe
Why responsibility cannot be delegated to systems Automation promises efficiency. Intelligence...
Authority, Boundaries, and Final Veto in AI Systems
Why controllability collapses without explicit power structures Most discussions about AI control...
Five Non-Negotiable Principles for Controllable AI Systems
Why execution legitimacy matters more than intelligence Modern AI discourse focuses obsessively on...
Why Most AI Systems Fail Before Execution Begins
A Position Paper on Control, Responsibility, and Rejection Modern AI systems rarely fail because...
When AI Can Finally Stop: What Becomes Possible After Control
Over the past few years, large language models have become undeniably powerful. They can reason,...
From Quant Operators to General Execution Primitives
Document Statement This article concludes the Rust Quant Operator foundational series. Its purpose...
Batch Is Not a Loop: Batch Consistency and Vectorized Execution Semantics
Why for-loops Are Not Batch Processing Document Statement This is not a Rust tutorial. This is the...
Time Is Not an Index: Time Semantics and Windowed State for Quant Operators in Rust
Why Quant Operators Need Explicit Time Semantics Document Statement This is not a Rust...
State Is Not a Variable: Defining State Semantics for Quant Operators in Rust
Document Statement This is not a Rust tutorial. This is the second article in the Rust Quant...
Semantic Field Risk Memo — On an Unmodeled High-Dimensional Risk in LLM-based Systems
Document Type: Risk Memo / Risk Statement Purpose: Risk disclosure, responsibility warning,...
When Indicators Are Not Functions: Defining Quant Operators in Rust
Document Statement This article is not a Rust tutorial, nor a trading strategy guide. It documents...
AI Engineering: Why the Environment Is the Most Ignored Long-Term Asset
From “It Runs” to “It’s Controllable”: The Real Maturity Line of AI Engineering Abstract...
A Deterministic PC Builder That Refuses to Guess — Powered by Algolia Agent Studio
This is a submission for the Algolia Agent Studio Challenge: Consumer-Facing Non-Conversational...
Alignment Protocol v3.0: Defining Legal Admission Semantics for AI-Controlled Systems
Alignment Protocol v3.0 is the first formal admission protocol defined under EDCA Admission...
EDCA Admission Protocols: Introducing an Explicit Admission Layer for AI Systems
Most AI systems today implicitly assume that: if an expression is received, it should be...
When Factor Libraries Meet Real-World Execution Constraints
Most factor libraries look reliable — at least at first. They are cleanly implemented,...
Building a Fail-Closed Investment Risk Gate with Yuer DSL
Why This Is an Eligibility Check, Not an AI Decision Model This article documents a...
LLMs Are Becoming an Explanation Layer And Our Interaction Defaults Are Breaking Systems
LLMs Are Becoming an Explanation Layer And Our Interaction Defaults Are Breaking...
Why LLMs Break in Production (and Why It’s Not a Model Problem)
Why LLMs Break in Production (and Why It’s Not a Model Problem) If you’ve ever shipped an LLM-based...
Controllable AI Must Sit in the Control Plane — Otherwise It Shouldn’t Exist
Most discussions about enterprise AI are stuck on an outdated question: “Can AI safely enter the...
When Community AI Breaks, It’s Rarely the Model
It Breaks Because Facts Quietly Fragment When community AI systems fail, they rarely fail...
A Fail-Closed Gate for Rust AI Assistants
Stop AI from suggesting workarounds before it proves the rejection Most AI coding assistants follow...