A daily reading system for Davin

Learn through English.

One carefully selected English reading pack. Thirty focused minutes. Original sources, practical language and one piece of active output.

Latest reading

8 August 2026

C1Agentic AI × Trial Design30 min

Can agentic AI turn real-world data into a better clinical-trial design?

Read a Nature Communications study on EmulatRx, then design a controlled agent workflow where specialized roles use structured trial data, EHR cohorts and executable statistical tools.

Start reading Open main source

3open-access sources

15key terms with Chinese notes

5minutes of spoken output

Designed for consistency

Less noise. Better signals.

Source-aware

Official and primary sources establish facts.

Personalised

Priority goes to AI, clinical research, SAS, CDISC and statistical programming.

Active

Every edition ends with retrieval, retelling or a professional speaking task.

August 2026

08 AugAgentic AI, real-world data and reproducible trial design↗07 AugLLM-assisted semantics and deterministic TFL QC↗06 AugGenerative AI in REDCap: low-risk MVP and local governance↗05 AugICH M11, structured protocols and metadata-driven automation↗04 AugDigital endpoints, sensor data and reproducible derivations↗03 AugReal-time clinical trials and validated data signals↗02 AugAI-enabled clinical-trial knowledge management↗01 AugLLM-in-the-loop clinical workflow design↗

Previous month

July 2026

31 JulMulti-site LoRA and lifecycle validation↗30 JulAI, safety TFLs and CSR summaries↗29 JulDataAtlas and trustworthy metadata↗28 JulTHESEUS and reproducible analysis↗