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

22 September 2026

C1Agents × SAS × CDISC30 min

What should an AI statistical programmer know—and what should its tools do?

Read ClinAgent on “Thin MCP, Thick Skills,” then connect reusable domain skills and narrow tools to CDISC ARS/360i and design one production-minded SP skill of your own.

Start reading PDF Markdown Open main source

9validated clinical-programming skills

6MCP tool servers

72.1%reported model-dependent derivation accuracy

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.

September 2026

22 SepClinAgent: Thin MCP, Thick Skills for clinical programming↗21 SepGxP-Agent: process DAGs, ADaM automation and validation↗20 SepMedCP: agentic RWE, EHR tools and reproducible evidence↗19 SepClinAgent: source-aware trial retrieval and evidence paths↗18 SepOn-premise clinical AI agents: permissions, execution and auditability↗17 SepLLM trial audit: primary-outcome changes and endpoint lineage↗16 SepLLM adverse-event detection: disagreement as a safety-review signal↗15 SepSAP-to-code fidelity: silent errors and statistical QC↗14 SepEHR free text to analysis data: extraction, timing and provenance↗13 SepDefensible AI outputs: SCE governance, provenance and ClinAgent↗12 SepCDISC AI 2026: synthetic SDTM/ADaM, SAPs, TFLs and traceability↗11 SepSemantic metadata: why CDISC still matters for AI agents↗10 SepSingle pivotal trials: replication, robustness and TFL transparency↗09 SepMulti-agent trials: task autonomy, standards, blinding and accountability↗08 SepLongitudinal AI: preprocessing, external validation and data lineage↗07 SepReusable agent skills: procedural knowledge, context and deterministic checks↗06 SepMeaningful human oversight: approval fatigue, situational awareness and skill preservation↗05 SepWorkflow-aware benchmarking: state, evidence, tools and escalation↗04 SepFive-phase validation: from SP AI benchmark to production↗03 SepTrialGPT 2.0: from benchmark to deployable clinical workflow↗02 SepDigital endpoints: continuous sensor streams, derivation and provenance↗01 SepLLM semantics and deterministic TFL validation↗

22 Sep Markdown 22 Sep HTML 22 Sep PDF