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56 assets

ResearchResearch

Guarded Skill Evolution

When should an agent change its skills? Explore a research proposal on regression controls, failure attribution, and selective intervention.

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Research proposal↗
DemoBuild

Financial crime operations studio

Explore a simulated document-to-review workflow for financial crime operations, with agent coordination and human review.

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Interactive prototype↗
Campus architecture pictured in Kent’s original MIT-CSAIL introduction.
ArticlePublish

Where Autumn Memo began · MIT-CSAIL

The story behind Autumn Memo, which began during my research exchange in Randall Davis’s MIT-CSAIL lab in 2016. Read the original introduction with its campus photograph.

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Personal background↗
DemoBuild

Wealth Intelligence Agent

An interactive portfolio and governed knowledge workflow. Explore the concept and discuss how it could fit a real operating environment.

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Interactive prototype↗
Residential towers and landscaped grounds pictured in the home-buying story.
ArticlePublish

Buy a Condo in Singapore

Why my wife and I chose a home at The Woodleigh Residences in Singapore: location, layout, budget, and the comparisons behind our decision, with the original pictures and price-location chart.

Published

Personal story · 2021↗
ToolBuild

GitHub ZIP Publisher

A browser utility for publishing ZIP contents to GitHub. Review its requirements and permissions before use.

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Browser utility↗
ResearchResearch

Recuris — Memory That Learns Where It Failed

Explore the original interactive explainer and its source references. Publication in this catalogue does not independently validate model or benchmark claims.

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Explainer↗
ResearchResearch

Inside TimesFM-3 — Input → Model → Output

Explore the original interactive explainer and its source references. Publication in this catalogue does not independently validate model or benchmark claims.

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Explainer↗
Image from “Top 5 Option Strategies”
ArticlePublish

Top 5 Option Strategies

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Learn-to-Rank Architecture

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Clawdbot Memory System Analysis

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Trying Cube.js

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
Image from “Stock Prediction with LorenzANN”
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Stock Prediction with LorenzANN

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
Image from “Blog Memo by Hugo with Typora”
ArticlePublish

Blog Memo by Hugo with Typora

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
Image from “F1 Score on Multi Classes”
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F1 Score on Multi Classes

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Designing a Backtesting System

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Metric for trading

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
Image from “Build a Simple Search System”
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Build a Simple Search System

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Small Capybara July 2025

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Setting Bitbucket on Windows

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Collaborative Task Management

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Memory Usage Tracking in python

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Time Series and Stationarity

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
ArticlePublish

Top 10 Correlation Coefficient

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
ArticlePublish

Tracking Memory Usage

From the Autumn Memo writing archive. Read the original article in its preserved layout.

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Archived writing↗
Image from “Trading Strategy”
ArticlePublish

Trading Strategy

From the Autumn Memo writing archive. Read the original article in its preserved layout.

Published

Archived writing↗
SkillBuild

Build Async Agentic Web Demo

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Charting

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Cross Evolve Skill

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Evaluate Executive Resume

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Evaluate Web Deliverable

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Ideogram Image Generation

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Knowledge Distill

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Markdown To Pdf

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Semantic Pattern Mining

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗
SkillBuild

Web

Read the actual skill instructions, usage conditions, and source definitions.

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Source available↗

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About Kent & experience

I work across AI systems, research, and engineering. Autumn Memo began during my research exchange in Randall Davis’s MIT-CSAIL lab in 2016.

Explore agent workflow design, evaluation research, and product engineering through the artifacts below, alongside personal stories and illustrated notes.

Agent workflows ↗Evaluation research ↗Product engineering ↗Original background & photos ↗