RichardPEPTIDE INTELLIGENCE中文

RESEARCHER · BUILDER · CURIOUS HUMAN

Exploring the source code of life.
Collecting the world’s little Easter eggs.

I’m Richard. I research peptides and AI, and I’m building a self-evolving virtual drug R&D company where agents, algorithms and knowledge turn research questions into verifiable work.

Read the research ↗Enter the R&D studio ↗

LIFE / BEYOND SCIENCE

Beyond science, there is a world.

Clouds surround mountains and autumn trees, with a dark-roofed house in the foreground.
Altay · Xinjiang · China

A COMPANY IN THE MAKING

A self-evolving virtual drug R&D company, taking shape.

Connecting agents, algorithms and knowledge through research.

Enter the R&D studio ↗
Capability-linked engineering checksMerged ↗Open-reminder reading and synchronizationMerged ↗ Prediction researchPrediction↗Molecular designDesign↗Tool engineeringTools↗Quality validationQuality↗ EvolutionEvolution ↗ Knowledge ↗
Illustrated dated work ·
About the studio

An illustration of the R&D vision. Open a desk to read dated work records.

Merged · 2026-10-12

Capability-linked engineering checks

Goal
Select engineering checks by capability and impact while retaining independent execution records.
Boundary
Engineering check scheduling is integrated; this does not validate scientific effectiveness.
Validation scope
Engineering checks are recorded; the full operational scope remains to be checked.
Next step
Continue checking coverage gaps and consistency across callers.
View complete work record ↗

Merged · 2026-10-12

Open-reminder reading and synchronization

Goal
Filter open reminders before reading details while retaining source bindings.
Boundary
Synchronization code is merged; source and missing-record cases retain applicability limits.
Validation scope
Engineering checks are recorded; the full operational scope remains to be checked.
Next step
Continue checking source states and safe synchronization.
View complete work record ↗

Blocked · 2026-10-08

Property prediction method research

Goal
Develop research changes around contextual use of property prediction methods and supporting evidence.
Boundary
Research is blocked; scientific validation remains incomplete.
Validation scope
Full validation results remain pending.
Next step
Resolve the blockers and complete acceptance.
View complete work record ↗

Merged · 2026-10-12

Lead optimization integration

Goal
Connect optimization methods through shared constraints, candidate provenance, feedback and recovery.
Boundary
The optimization interfaces are merged; historical case replay is incomplete and scientific effectiveness remains unverified.
Validation scope
Interface engineering validation is recorded; historical case replay remains incomplete.
Next step
Complete historical case recovery and replay before evaluating method effectiveness.
View complete work record ↗

Integration testing · 2026-10-11

Improve code reuse checks

Goal
Avoid constructing unused information for name queries while preserving validation boundaries.
Boundary
The change is not merged; the new version remains unverified.
Validation scope
Full validation results remain pending.
Next step
Complete acceptance before moving to the next stage.
View complete work record ↗

Blocked · 2026-10-05

Test collection and replay qualification

Goal
Improve test collection and qualification of retained replay records so evidence scope remains traceable.
Boundary
The current change has not passed acceptance.
Validation scope
Full validation results remain pending.
Next step
Resolve the blockers and complete acceptance.
View complete work record ↗

RESEARCH / QUESTIONS INTO METHODS

One question, a few approaches.

All ten research projects ↗

RESEARCH / A DATED SNAPSHOT

After a paper is published.

Citations are one view of how research travels. Whether a method works still comes back to data, controls, and reproducible evidence.

About me ↗

RECENT NOTES

What’s been happening?

All updates ↗

LIFE / A LITTLE ELSEWHERE

Beyond the lab, there is a world.

Explore the photo essay ↗
Blue shallows, ripples and clouds along the horizon.
Chaka Salt Lake · Qinghai · China
Golden light crosses the sea and wet sand, with a figure at the water’s edge.
Karon Beach · Phuket · Thailand
A powdered ring-shaped pastry inside an open white box.
An animated scene of two people beside a city river at sunset, with Chinese and Japanese subtitles.
User-provided artwork inspired by Whisper of the Heart (1995).