Add AI-Disrupted News Generation and Future Roadmap 2026-2037 to README

[Copilot]

• Add AI-Disrupted News Generation section with publication schedule table
• Add Future Roadmap 2026–2037 with 6 Mermaid diagrams
• Fix Mermaid subgraph IDs (SG2027, SG2028, SG2029, SGEU, SGGL, SGAGI, SGSAFE, SGPARA)
• Fix UTC times and frequencies to match actual news-*.lock.yml cron schedules
• Clarify 9 scheduled + 1 manual workflow; add Article Generator row
• Replace inflated article count with accurate wording
• Fix Phase 3 test count: standardize to "49 Vitest tests" matching CI/CD section
• Add .github/workflows/ prefix to news-*.lock.yml reference in UTC note
• Clarify "workflows" as "GitHub Actions Workflows" throughout roadmap timeline, diagrams, and projection table
• Fix Realtime Monitor time cell: 10:00 & 14:00 (Mon–Fri); 12:00 (Sat/Sun) for clarity
• Fix workflow counts: "34 GitHub Actions workflows + 10 agent prompt files" (was ambiguous "44 workflows")
• Rename projection table/chart to "Automation Assets (Workflows + Prompt Files)"
• Add midpoint-estimate note below workflow projection chart
• Standardize "automation assets" terminology in Phase 5–6 timeline entries and Mermaid diagram node labels (was inconsistent "workflows")

---

💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

[Copilot]

Pull request overview

Adds two new README sections that describe (1) the agentic news-generation pipeline and its publication cadence and (2) a long-range 2026–2037 roadmap with Mermaid-based visuals and links to future-planning documents.

Changes:

• Documented the autonomous news publication schedule, capabilities, and estimated output volume.
• Added a multi-phase 2026–2037 roadmap with Mermaid diagrams and a workflow-growth projection.
• Linked to existing future-planning docs (e.g., FUTURE_WORKFLOWS.md, FUTURE_MINDMAP.md, FUTURE_ARCHITECTURE.md).

[Copilot]

The derived metric ~50 articles/week (and thus ~700/week across 14 languages) doesn’t align with the current cron schedules: summing the scheduled runs across the news workflows yields fewer weekly runs (with month-ahead/monthly-review being monthly). Recommend recalculating this figure from the actual cron triggers (and/or clarifying what counts as an “article” if a single run produces multiple distinct articles per language).

Suggested change

	> **Result**: ~50 articles/week × 14 languages = **~700 localized intelligence products per week**, generated autonomously with zero editorial intervention.
	> **Result**: Dozens of articles per week across 14 languages — delivering hundreds of localized intelligence products each month, generated autonomously with zero editorial intervention.

[Copilot]

Fixed in e286d12. Replaced the inflated "~50 articles/week × 14 languages = ~700" with "Dozens of articles per week across 14 languages — delivering hundreds of localized intelligence products each month".

[Copilot]

The publication schedule appears to label times as “CET”, but GitHub Actions cron schedules run in UTC. Several rows also don’t match the actual workflow schedules (e.g., realtime monitor runs at multiple times and includes weekend runs; evening analysis is not “Daily”; some workflows are monthly). Suggest updating the column label to UTC (or explicitly showing UTC→CET/CEST conversions) and aligning each row’s times/frequency with the cron triggers in the corresponding news-*.lock.yml files.

Suggested change

	| Time (CET) | Workflow | Coverage | Frequency |
	|:-----------:|:---------|:---------|:----------|
	| 🌅 04:00 | **Committee Reports** | Utskottsbetänkanden analysis, voting breakdowns | Mon–Fri |
	| 🌅 05:00 | **Propositions** | Government bills, legislative impact assessment | Mon–Fri |
	| ☀️ 06:00 | **Motions** | Opposition proposals, party strategy decoding | Mon–Fri |
	| ☀️ 07:00 | **Week Ahead** | Parliamentary calendar preview, agenda intelligence | Friday |
	| ☀️ 08:00 | **Month Ahead** | Strategic outlook, coalition forecasting | 1st of month |
	| 🔍 10:00 | **Realtime Monitor** | Breaking political developments, flash analysis | Mon–Fri (×2) |
	| 🌆 16:00–18:00 | **Evening Analysis** | Daily deep-dive intelligence synthesis | Daily |
	| 📊 09:00 | **Weekly Review** | Week-in-review scorecard, party performance | Saturday |
	| 📈 10:00 | **Monthly Review** | Comprehensive monthly intelligence assessment | 28th |
	| Time (UTC) | Workflow | Coverage | Frequency (per GitHub Actions schedule) |
	|:-----------:|:---------|:---------|:----------------------------------------|
	| 🌅 04:00 | **Committee Reports** | Utskottsbetänkanden analysis, voting breakdowns | Mon–Fri |
	| 🌅 05:00 | **Propositions** | Government bills, legislative impact assessment | Mon–Fri |
	| ☀️ 06:00 | **Motions** | Opposition proposals, party strategy decoding | Mon–Fri |
	| ☀️ 07:00 | **Week Ahead** | Parliamentary calendar preview, agenda intelligence | Friday |
	| ☀️ 08:00 | **Month Ahead** | Strategic outlook, coalition forecasting | Monthly (per workflow schedule) |
	| 🔍 Multiple | **Realtime Monitor** | Breaking political developments, flash analysis | Daily (incl. weekends; multiple runs) |
	| 🌆 16:00–18:00 | **Evening Analysis** | Deep-dive intelligence synthesis on parliamentary activity | Per schedule (see workflow) |
	| 📊 09:00 | **Weekly Review** | Week-in-review scorecard, party performance | Saturday |
	| 📈 10:00 | **Monthly Review** | Comprehensive monthly intelligence assessment | Monthly (per workflow schedule) |
	> _All times shown are in **UTC**, matching GitHub Actions cron. For local time, convert to **CET/CEST** as appropriate. The authoritative schedule is defined in the `news-*.lock.yml` workflows._

[Copilot]

Fixed in e286d12. Changed column header to "Time (UTC)", corrected Realtime Monitor to show all three cron times with "Mon–Fri (×2) + weekends", Evening Analysis to "Mon–Sat" with both UTC times, Monthly Review to "28th of month", Month Ahead to "1st of month", and added a UTC clarification note below the table.

[Copilot]

This section says there are “10 specialized workflows” and then introduces a cron-based “Autonomous Publication Schedule”, but the repo’s 10th workflow (news-article-generator) is manual-only (no schedule). To avoid confusion, consider clarifying that 9 workflows are scheduled and 1 is manual/on-demand (or add the manual workflow to the table with an explicit “manual” frequency).

[Copilot]

Fixed in e286d12. Clarified as "10 specialized workflows (9 scheduled + 1 on-demand)" in the intro text, and added a "🔧 Manual | Article Generator | On-demand article generation | On-demand" row to the schedule table.

[Copilot]

In this Mermaid diagram, style 2027 ... references an identifier that isn’t defined as a node/subgraph id (the subgraph has only a title). Mermaid will ignore/err on the style directive, which can break rendering. Assign explicit IDs to the subgraphs (e.g., subgraph P2027["..."]) and style those IDs, or remove the style ... lines.

Suggested change

	subgraph "2027 — Predictive Analytics"
	style 2027 fill:#1a1e3d,stroke:#00d9ff,color:#e0e0e0
	PA1[🔮 ML Election Models<br/>Coalition probability scoring]
	PA2[📡 Real-Time Streams<br/>Live parliamentary feeds]
	PA3[🌍 Nordic Expansion<br/>DK · NO · FI parliaments]
	PA4[🔍 Multi-Source OSINT<br/>Media + social + official]
	end
	subgraph "2028 — Multi-Modal Intelligence"
	style 2028 fill:#1a1e3d,stroke:#ffbe0b,color:#e0e0e0
	MM1[🎙️ Audio/Video Analysis<br/>Debate tone detection]
	MM2[🤖 AI Editorial Board<br/>Autonomous quality control]
	MM3[🔧 Self-Healing Pipelines<br/>Auto-recovery workflows]
	MM4[📊 65 Total Workflows]
	end
	subgraph "2029 — Autonomous Platform"
	style 2029 fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0
	subgraph P2027["2027 — Predictive Analytics"]
	style P2027 fill:#1a1e3d,stroke:#00d9ff,color:#e0e0e0
	PA1[🔮 ML Election Models<br/>Coalition probability scoring]
	PA2[📡 Real-Time Streams<br/>Live parliamentary feeds]
	PA3[🌍 Nordic Expansion<br/>DK · NO · FI parliaments]
	PA4[🔍 Multi-Source OSINT<br/>Media + social + official]
	end
	subgraph P2028["2028 — Multi-Modal Intelligence"]
	style P2028 fill:#1a1e3d,stroke:#ffbe0b,color:#e0e0e0
	MM1[🎙️ Audio/Video Analysis<br/>Debate tone detection]
	MM2[🤖 AI Editorial Board<br/>Autonomous quality control]
	MM3[🔧 Self-Healing Pipelines<br/>Auto-recovery workflows]
	MM4[📊 65 Total Workflows]
	end
	subgraph P2029["2029 — Autonomous Platform"]
	style P2029 fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0

[Copilot]

Fixed in e286d12. All three subgraphs now use explicit IDs: subgraph SG2027["2027 — Predictive Analytics"], subgraph SG2028["2028 — Multi-Modal Intelligence"], subgraph SG2029["2029 — Autonomous Platform"] with style SG2027/SG2028/SG2029 targeting those IDs.

[Copilot]

Similarly here, style 2028 ... references an undefined id (no node/subgraph id named 2028). Define an explicit subgraph id and style that, or remove the style line to avoid Mermaid rendering issues.

Suggested change

	subgraph "2027 — Predictive Analytics"
	style 2027 fill:#1a1e3d,stroke:#00d9ff,color:#e0e0e0
	PA1[🔮 ML Election Models<br/>Coalition probability scoring]
	PA2[📡 Real-Time Streams<br/>Live parliamentary feeds]
	PA3[🌍 Nordic Expansion<br/>DK · NO · FI parliaments]
	PA4[🔍 Multi-Source OSINT<br/>Media + social + official]
	end
	subgraph "2028 — Multi-Modal Intelligence"
	style 2028 fill:#1a1e3d,stroke:#ffbe0b,color:#e0e0e0
	MM1[🎙️ Audio/Video Analysis<br/>Debate tone detection]
	MM2[🤖 AI Editorial Board<br/>Autonomous quality control]
	MM3[🔧 Self-Healing Pipelines<br/>Auto-recovery workflows]
	MM4[📊 65 Total Workflows]
	end
	subgraph "2029 — Autonomous Platform"
	style 2029 fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0
	subgraph SG2027["2027 — Predictive Analytics"]
	style SG2027 fill:#1a1e3d,stroke:#00d9ff,color:#e0e0e0
	PA1[🔮 ML Election Models<br/>Coalition probability scoring]
	PA2[📡 Real-Time Streams<br/>Live parliamentary feeds]
	PA3[🌍 Nordic Expansion<br/>DK · NO · FI parliaments]
	PA4[🔍 Multi-Source OSINT<br/>Media + social + official]
	end
	subgraph SG2028["2028 — Multi-Modal Intelligence"]
	style SG2028 fill:#1a1e3d,stroke:#ffbe0b,color:#e0e0e0
	MM1[🎙️ Audio/Video Analysis<br/>Debate tone detection]
	MM2[🤖 AI Editorial Board<br/>Autonomous quality control]
	MM3[🔧 Self-Healing Pipelines<br/>Auto-recovery workflows]
	MM4[📊 65 Total Workflows]
	end
	subgraph SG2029["2029 — Autonomous Platform"]
	style SG2029 fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0

[Copilot]

Same issue for style 2029 ...: there is no defined id 2029 to apply styling to, so Mermaid styling/rendering will be incorrect. Give the subgraph an explicit id and style it (or drop the style directive).

[Copilot]

This Mermaid diagram uses style EU ... and style GL ..., but there are no nodes/subgraphs with ids EU or GL (only the titled subgraphs and nodes EU1..EU4, GL1..GL4). This will cause the intended styling to be skipped or error. Consider styling the actual nodes (e.g., EU1) or assigning explicit ids to the subgraphs and styling those.

[Copilot]

Fixed in e286d12. Changed to subgraph SGEU["2030-2031 — EU Scale"] and subgraph SGGL["2032-2033 — Global Reach"] with corresponding style SGEU/style SGGL directives.

[Copilot]

This Mermaid diagram styles AGI, SAFE, and PARA, but those identifiers are not defined as nodes/subgraph ids (only AGI1..3, SAFE1..3, PARA1..3). Mermaid won’t apply these styles as written. Assign explicit ids to the subgraphs (e.g., subgraph AGI["..."]) or style the existing nodes/classes instead.

[Copilot]

Fixed in e286d12. Changed to subgraph SGAGI["..."], subgraph SGSAFE["..."], subgraph SGPARA["..."] with style SGAGI/style SGSAFE/style SGPARA targeting the explicit IDs.

[pethers]

@copilot apply changes based on the comments in this thread

[Copilot]

@copilot apply changes based on the comments in this thread

All review comments addressed in e286d12: fixed Mermaid subgraph IDs across all 4 diagrams, corrected UTC times and frequencies to match actual news-*.lock.yml cron schedules, clarified 9 scheduled + 1 manual workflow, added Article Generator row, and replaced inflated article count with accurate wording.

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.

[Copilot]

The roadmap table claims “27 modules, 1200+ unit tests”, but earlier in this README the CI/testing section states Vitest has 49 unit tests and shows “✅ 49/49 unit tests passing”. Please reconcile these numbers (either update the earlier test counts, or reword this row to match what’s actually being counted—e.g., test files/assertions vs Vitest test cases).

Suggested change

	| TypeScript migration | ✅ Done | 27 modules, 1200+ unit tests |
	| TypeScript migration | ✅ Done | 27 modules, 49 Vitest unit tests (and growing) |

[Copilot]

Fixed in 800ae6f. Updated to "49 Vitest test suites (2000+ test cases)" — the repo has 49 test files and 2037 individual test cases, which reconciles with the "49/49 unit tests passing" referenced earlier in the README.

[pethers]

@copilot apply changes based on the comments in this thread

[Copilot]

@copilot apply changes based on the comments in this thread

Done in 800ae6f. Updated the Phase 3 table to show "49 Vitest test suites (2000+ test cases)" instead of the incorrect "1200+ unit tests".

[Copilot]

@copilot apply changes based on the comments in this thread

All three comments addressed in f8f5c20: reformatted Realtime Monitor times for clarity, split workflow counts into "34 GitHub Actions workflows + 10 agent prompt files", and relabeled projection table/chart as "Automation Assets".

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 2 comments.

[Copilot]

The workflow-count chart uses single-point values (e.g., 2026=47) while the table describes ranges (e.g., 2026=44→50). Since the chart values appear to be representative midpoints, add a short note stating that the chart uses midpoints/estimates (or align the chart to the range endpoints) to avoid readers interpreting the bars as exact counts.

Suggested change

	> Note: The chart values are midpoint estimates within the projected workflow ranges in the table above and are illustrative, not exact counts.

[Copilot]

Fixed in df96874. Added a note below the chart: "The chart values are midpoint estimates within the projected ranges in the table above and are illustrative, not exact counts."

[Copilot]

This row says "49 Vitest test suites (2000+ test cases)", but earlier in the README the CI/CD section calls it "49 tests". To keep the README internally consistent, consider standardizing the terminology in both places (e.g., always refer to "test suites/files" vs "test cases").

Suggested change

	| TypeScript migration | ✅ Done | 27 modules, 49 Vitest test suites (2000+ test cases) |
	| TypeScript migration | ✅ Done | 27 modules, 49 Vitest tests |

[Copilot]

Fixed in df96874. Standardized to "49 Vitest tests" to match the CI/CD section wording at lines 317, 488, and 502.

[pethers]

@copilot apply changes based on the comments in this thread

[Copilot]

@copilot apply changes based on the comments in this thread

Both comments addressed in df96874: standardized test terminology to "49 Vitest tests" and added midpoint-estimate note below the projection chart.

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 4 comments.

[Copilot]

In the Phase 5 Mermaid diagram, nodes EU3/GL3 are labeled "85+ Workflows" and "100 Workflows" while other parts of this README use "automation assets" to include both workflow YAMLs and prompt files. Consider renaming these node labels to "Automation Assets" (or otherwise clarifying what’s counted) to avoid readers interpreting them as only GitHub Actions workflows.

Suggested change

	EU3[📊 85+ Workflows<br/>Continent-wide coverage]
	EU4[🏛️ Sovereign AI Evaluation<br/>EU AI Act compliance]
	end
	subgraph SGGL["2032-2033 — Global Reach"]
	style SGGL fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0
	GL1[🌍 Global Parliamentary Watch<br/>100+ democracies]
	GL2[🗣️ Every UN Language<br/>Native-quality output]
	GL3[📊 100 Workflows<br/>Pre-AGI capabilities]
	EU3[📊 85+ Automation Assets<br/>Continent-wide coverage]
	EU4[🏛️ Sovereign AI Evaluation<br/>EU AI Act compliance]
	end
	subgraph SGGL["2032-2033 — Global Reach"]
	style SGGL fill:#1a1e3d,stroke:#ff006e,color:#e0e0e0
	GL1[🌍 Global Parliamentary Watch<br/>100+ democracies]
	GL2[🗣️ Every UN Language<br/>Native-quality output]
	GL3[📊 100 Automation Assets<br/>Pre-AGI capabilities]

[Copilot]

Fixed in 51b95ca. Changed EU3 to "85+ Automation Assets" and GL3 to "100 Automation Assets".

[Copilot]

In the Phase 6 Mermaid diagram, PARA3 says "120+ workflows" but the projection and earlier roadmap sections use "Automation Assets (Workflows + Prompt Files)". Align this label with the rest of the document (e.g., "120+ automation assets") so the count isn’t ambiguous.

Suggested change

	PARA3["🌍 Transformative Platform<br/>120+ workflows · 195 parliaments<br/>Global democratic intelligence"]
	PARA3["🌍 Transformative Platform<br/>120+ automation assets · 195 parliaments<br/>Global democratic intelligence"]

[Copilot]

Fixed in 51b95ca. Changed PARA3 to "120+ automation assets".

[Copilot]

In the Evolution Overview timeline, Phase 5 switches back to "workflows" (e.g., "100 workflows") after earlier sections define counts as "automation assets" (workflows + prompt files) / explicitly "GitHub Actions workflows + agent prompt files". This reintroduces ambiguity and contradicts the surrounding terminology—please change these Phase 5 entries to the same counting term (e.g., "100 automation assets" or explicitly specify what’s being counted).

Suggested change

	: 100 workflows
	: 100 automation assets

[Copilot]

Fixed in 51b95ca. Changed to "100 automation assets".

[Copilot]

Similarly, Phase 6 in the timeline uses "110+ workflows" / "120+ workflows" even though the projection table and y-axis use "Automation Assets (Workflows + Prompt Files)". To keep the roadmap internally consistent, update these entries to the same term (or explicitly state "GitHub Actions workflows" if that’s what you mean).

Suggested change

	: 100 workflows
	: Pre-AGI capabilities
	: Every UN language
	section Phase 6 — AGI Era (2034-2037)
	2034-2035 : AGI-enhanced intelligence
	: 195 parliaments monitored
	: Predictive governance
	: 110+ workflows
	2036-2037 : Transformative democracy platform
	: 120+ workflows
	: 100 automation assets
	: Pre-AGI capabilities
	: Every UN language
	section Phase 6 — AGI Era (2034-2037)
	2034-2035 : AGI-enhanced intelligence
	: 195 parliaments monitored
	: Predictive governance
	: 110+ automation assets
	2036-2037 : Transformative democracy platform
	: 120+ automation assets

[Copilot]

Fixed in 51b95ca. Changed to "110+ automation assets" and "120+ automation assets".

[pethers]

@copilot apply changes based on the comments in this thread

[Copilot]

@copilot apply changes based on the comments in this thread

All four comments addressed in 51b95ca: replaced "workflows" with "automation assets" in Phase 5–6 timeline entries, Phase 5 Mermaid nodes (EU3, GL3), and Phase 6 Mermaid node (PARA3).

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json

[Copilot]

Pull request overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.

[github-actions]

🔍 Lighthouse Performance Audit

Category	Score	Status
Performance	85/100	🟡
Accessibility	95/100	🟢
Best Practices	90/100	🟢
SEO	95/100	🟢

📥 Download full Lighthouse report

Budget Compliance: Performance budgets enforced via budget.json