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

7 August 2026

C1AI × TFL Quality Control30 min

Where should LLMs stop and deterministic validation begin?

Read the new PROVE preprint, connect it with CDISC CORE, then design a hybrid QC workflow where LLMs interpret language and reproducible code owns numerical correctness.

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

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↗