One cornerstone article per week from January, building a long-term intellectual asset. From April onward, five serious, pillar-mapped articles per month. Consistency beats volume, and every article must strengthen the ecosystem.
This article is live as a topic now. Its full content reveals automatically on its programmed date, and subscribers are notified the moment it publishes.
| Week | Publishes | Pillar | Article | Status |
|---|---|---|---|---|
| W25 | Jun 22 | Future Systems | The Long-Term Case for Independent AI Oversight | Scheduled |
One evergreen, pillar-mapped article per week. Topics are proposed and approved at the start of each month before writing, then drafted and scheduled into the cadence.
| Week | Target | Pillar | Proposed Article | Status |
|---|---|---|---|---|
| W26 | Jun 29 | Trustworthy AI | Robustness: How AI Systems Behave Under Stress | Planned |
| W27 | Jul 6 | Research Translation | Evaluation Beyond Accuracy: Metrics That Matter | Planned |
| W28 | Jul 13 | Document Intelligence | Extracting Structure from Unstructured Documents, Reliably | Planned |
| W29 | Jul 20 | AI Risk & Governance | The EU AI Act in Practice: A Field Guide | Planned |
| W30 | Jul 27 | Trustworthy AI | Distribution Shift: Why Models Fail Quietly | Planned |
| W31 | Aug 3 | Research Translation | Active Learning: Spending Labels Where They Count | Planned |
| W32 | Aug 10 | Future Systems | Tool-Using Agents and the Limits of Autonomy | Planned |
| W33 | Aug 17 | Trustworthy AI | Selective Prediction: Models That Decline Gracefully | Planned |
| W34 | Aug 24 | Research Translation | Transfer Learning Done Responsibly | Planned |
| W35 | Aug 31 | Document Intelligence | Redaction and Privacy in Document Pipelines | Planned |
| W36 | Sep 7 | AI Risk & Governance | Third-Party AI Risk: Evaluating Vendors and Models | Planned |
| W37 | Sep 14 | Trustworthy AI | Fairness Audits: Measuring What You Optimize | Planned |
| W38 | Sep 21 | Research Translation | Surrogate Models and Interpretable Approximations | Planned |
| W39 | Sep 28 | Future Systems | Human Oversight at Scale: Patterns That Work | Planned |
| W40 | Oct 5 | Trustworthy AI | Confidence, Not Certainty: Communicating Risk to Users | Planned |
| W41 | Oct 12 | Research Translation | From Notebook to Service: ML Engineering Discipline | Planned |
| W42 | Oct 19 | Document Intelligence | Long-Context Document Reasoning Without Hallucinations | Planned |
| W43 | Oct 26 | AI Risk & Governance | Model Cards and Documentation Auditors Trust | Planned |
| W44 | Nov 2 | Trustworthy AI | Anomaly Detection for Safety-Critical Inputs | Planned |
| W45 | Nov 9 | Research Translation | Benchmarks: How to Read Them, How to Build Them | Planned |
| W46 | Nov 16 | Document Intelligence | Multi-Document Synthesis with Verifiable Sources | Planned |
| W47 | Nov 23 | AI Risk & Governance | Procurement Checklists for High-Stakes AI | Planned |
| W48 | Nov 30 | Trustworthy AI | Calibrated Triage in Clinical and Financial AI | Planned |
| W49 | Dec 7 | Research Translation | Uncertainty-Aware Forecasting in Practice | Planned |
| W50 | Dec 14 | Future Systems | Aligning Systems to Human Intent, Concretely | Planned |
| W51 | Dec 21 | AI Risk & Governance | Year in Review: AI Governance Lessons | Planned |
| W52 | Dec 28 | Research Translation | What We Published This Year, and What Comes Next | Planned |
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.