Editorial Calendar - TeraSystemsAI Insights Hub

Article every week, the steady rhythm

Articles published, January to now

Weeks programmed through December 2026

Pillars, weighted 25 / 25 / 20 / 20 / 10

Published to Date

Live

Week	Date	Pillar	Article	Status
W1	Jan 5	Trustworthy AI	Why Uncertainty Quantification Matters in High-Stakes AI	Published
W2	Jan 12	Document Intelligence	Why Traditional RAG Is Insufficient for High-Stakes Environments	Published
W3	Jan 19	Research Translation	From Research Papers to Real Systems: Bridging the Gap	Published
W4	Jan 26	Trustworthy AI	When AI Should Refuse to Answer	Published
W5	Feb 2	Document Intelligence	What Is Evidence-Grounded AI?	Published
W6	Feb 9	Trustworthy AI	Explainability Is Not Enough: Building Trustworthy AI Systems	Published
W7	Feb 16	AI Risk & Governance	How Organizations Should Prepare for AI Deployment	Published
W8	Feb 23	AI Risk & Governance	Why Human Accountability Must Remain Central to AI	Published
W9	Mar 2	Research Translation	From Bayesian RAG to BRAG	Published
W10	Mar 9	AI Risk & Governance	AI Readiness Reviews: A Practical Framework	Published
W11	Mar 16	Trustworthy AI	Healthcare AI: Why Reliability Matters More Than Accuracy	Published
W12	Mar 23	Future Systems	The Future of Human-AI Collaboration	Published
W13	Mar 30	Future Systems	Scalable Oversight: Supervising Systems More Capable Than Their Reviewers	Published
W14	Apr 6	Trustworthy AI	Calibration: Why a Model's Confidence Must Match Reality	Published
W15	Apr 13	Document Intelligence	Provenance and Audit Trails in High-Stakes Document AI	Published
W16	Apr 20	Research Translation	What Production-Grade Bayesian Inference Requires	Published
W17	Apr 27	AI Risk & Governance	Continuous Monitoring: Catching Model Drift Before It Causes Harm	Published
W18	May 4	Future Systems	Human-AI Teaming: Designing the Handoffs	Published
W19	May 11	Document Intelligence	Human-in-the-Loop Review for High-Stakes Documents	Published
W20	May 18	Research Translation	From Uncertainty Estimates to Decisions: Acting on Confidence	Published
W21	May 25	AI Risk & Governance	Incident Response for AI: What to Do When a Model Fails	Published
W22	Jun 1	Future Systems	AI Safety and Alignment: A Practitioner's Primer	Published
W23	Jun 8	Document Intelligence	Regulatory-Grade Document Workflows	Published
W24	Jun 15	Research Translation	Reproducibility as a Governance Requirement	Published
W25	Jun 22	Future Systems	The Long-Term Case for Independent AI Oversight	Published
W26	Jun 29	Trustworthy AI	Robustness: How AI Systems Behave Under Stress	Published
W27	Jul 6	Research Translation	Evaluation Beyond Accuracy: Measuring What Matters in Trustworthy AI	Published
W28	Jul 13	Document Intelligence	Reliable Structure Extraction from Unstructured Documents	Published
W29	Jul 20	AI Risk & Governance	The EU AI Act in Practice: A Field Guide	Published
W30	Jul 27	Trustworthy AI	Distribution Shift: Why Models Fail Quietly	Published
W31	Aug 3	Research Translation	Active Learning: Spending Labels Where They Count	Published
W32	Aug 10	Future Systems	Tool-Using Agents and the Limits of Autonomy	Published
W33	Aug 17	Trustworthy AI	Selective Prediction: Models That Decline Gracefully	Published
W34	Aug 24	Research Translation	Transfer Learning Done Responsibly	Published
W35	Aug 31	Document Intelligence	Redaction and Privacy in Document Pipelines	Published

Next Up

Scheduled

The next article on the calendar. It is written and ready, and the editorial team publishes it on its programmed date.

Week	Publishes	Pillar	Article	Status
W36	Sep 7	AI Risk & Governance	Third-Party AI Risk: Evaluating Vendors and Models	Scheduled

Programmed through December 2026

Written & scheduled

Every article through the end of the year is written and ready. Each one reveals on its programmed date, one evergreen, pillar-mapped article per week, and the editorial team manages the cadence directly. Nothing publishes automatically.

Week	Publishes	Pillar	Article	Status
W37	Sep 14	Trustworthy AI	Fairness Audits: Measuring What You Optimize	Scheduled
W38	Sep 21	Research Translation	Surrogate Models and Interpretable Approximations	Scheduled
W39	Sep 28	Future Systems	Human Oversight at Scale: Patterns That Work	Scheduled
W40	Oct 5	Trustworthy AI	Confidence, Not Certainty: Communicating Risk to Users	Scheduled
W41	Oct 12	Research Translation	From Notebook to Service: ML Engineering Discipline	Scheduled
W42	Oct 19	Document Intelligence	Long-Context Document Reasoning Without Hallucinations	Scheduled
W43	Oct 26	AI Risk & Governance	Model Cards and Documentation Auditors Trust	Scheduled
W44	Nov 2	Trustworthy AI	Anomaly Detection for Safety-Critical Inputs	Scheduled
W45	Nov 9	Research Translation	Benchmarks: How to Read Them, How to Build Them	Scheduled
W46	Nov 16	Document Intelligence	Multi-Document Synthesis with Verifiable Sources	Scheduled
W47	Nov 23	AI Risk & Governance	Procurement Checklists for High-Stakes AI	Scheduled
W48	Nov 30	Trustworthy AI	Calibrated Triage in Clinical and Financial AI	Scheduled
W49	Dec 7	Research Translation	Uncertainty-Aware Forecasting in Practice	Scheduled
W50	Dec 14	Future Systems	Aligning Systems to Human Intent, Concretely	Scheduled
W51	Dec 21	AI Risk & Governance	Year in Review: AI Governance Lessons	Scheduled
W52	Dec 28	Research Translation	What We Published This Year, and What Comes Next	Scheduled

Five Articles per Pillar

Trustworthy AI

Research Translation

Document Intelligence

AI Risk & Governance

Future Systems

How scheduling and notifications work

Each scheduled article appears on the calendar as a topic immediately, but its full content is gated and reveals automatically on its programmed date. A weekly task drafts the subscriber announcement, the new article plus the latest TeraSystemsAI activities, for review and sending. And on the first of each month, a second task proposes five new pillar-mapped topics for the month ahead, which you approve before anything is written. The cadence holds at one article per week, evergreen, never chasing the news cycle.