PowerProgress
AIPowerProgressia.com · Artificial Intelligence Power Progress · Intelligence Augmentation
Spin up your own AI tutor, pledge compute, and ship manifest-ready lessons with the same tooling our civic pods use. Pick a starting point, follow the guided plan, and watch your contributions register in the Kardashev tracker.
Civilization score
Lesson copilots engaged
Logged civic GPUs
Cleared for Kardashev uplift
Active civilization commitments
Launch checklist
Every action logs through the legal archive + AI automation pipeline for transparent attribution, takedowns, and compliance-ready mirroring.
Onsite AI
Powered by your Ollama model · zero third-party APIs.
Kardashev intelligence
Fresh insights recompute from manifest, telemetry, and pledges so visitors see exactly where to push.
Updated 8:43:10 PM
3 weekly posts - 50 live missions. Close the 48pt gap by running the recommended playbook.
Readiness
52%
Gap to 100%
-48 pts
Target
120 weekly updates / 30 missions
Civic missions is at 52% readiness but captures only 0.0% of pledge volume. Redirect contributions here to rebalance civilization scaffolding.
Pledge share
0.0%
Readiness gap
-48 pts
Units committed
0 units
Active pledges
0
Kardashev action board
Each pillar shows its readiness score plus the most leveraged move you can make right now.
Overall readiness
80%
Rise on the Kardashev ladder
3 weekly posts - 50 live missions
120 weekly updates / 30 missions
Publish build threads in /community and register fresh opportunities
Execute mission →Dataset training/personal-model/datasets/tier1-courses-dataset.jsonl (90 samples)
Dataset + personalized model logged
Run npm run train:personal -- --poll to generate a personalized tutor checkpoint
Execute mission →46,000 hrs/mo pledged
50,000 hrs/mo target
Report civic GPU hours or pledge racks via /projects
Execute mission →170/12 manifest entries logged
Add courses via manifest ingest
Mirror two more syllabi via npm run manifest:ingest and log licenses
Execute mission →50 affiliate programs
24+ auto opt-in partners
Add affiliate-ready resources to data/templates/affiliates_catalog.csv and rerun catalogs:refresh
Execute mission →Live pledges
0 pledges logged across knowledge, compute, economy, civic, and AI ops.
0 pledges
0 pledges
0 pledges
0 pledges
0 pledges
Recent pledges
No pledges logged yet. Visit Mission Control to add yours.
Capability
Lesson-aware copilots with personalized models, inline quizzes, and rubric-grade reviews.
Capability
CSV templates + CLI mirror compliant resources, emit datasets, and trigger fine-tuning jobs.
Capability
Auto opt-in payouts for machine stewards and educators with Supabase-backed accounting.
Platform stack
Learning, AI tutoring, affiliate payouts, data mining, and social signals ship as one cooperative system.
Stack layer
AI tutor chat, checkpoint quizzes, and learner telemetry live next to every lesson.
Launch tutor →Stack layer
Legal-manifested programs auto-populate payouts for mirrored syllabi and compute stewards.
View programs →Stack layer
Community posts, opportunity commitments, and telemetry share the same compliance trail.
Share update →Stack layer
Dataset pointers + personalized models are logged for anyone to inspect or extend.
Inspect lab →Courses
Beginner
Introduction to computer science and programming.
Intermediate
Ship a retrieval-augmented agent with eval + deployment playbooks.
Community feed
Amara (Legal Archive Guild)
Shipped the first open dataset ingestion manifest for African STEM universities. Looking for reviewers who can validate license notes and help prioritize next crawl windows.
11/29/2025, 9:04:00 AM
Jo (Compute Stewards)
Weekend sprint recap: deployed a 16xA100 cluster donated by an energy co-op. We now have 40% idle hours that community researchers can claim—drop your project pitch!
11/27/2025, 5:10:00 PM
Opportunity board
National Science Foundation
Value USD 159,000
License unspecified
Review brief →Department of Energy
Value USD 250,000
License unspecified
Review brief →Affiliate mesh
These feeds sync from `data/templates/affiliates_catalog.csv` or the catalog refresh CLI so payouts stay sovereign.
10%
25-percent-recurring
AI data pipeline
Anyone can run the same ingest, curation, and training rituals that power our tutors.
Manifest ingest
Run `npm run manifest:ingest` to parse license-cleared CSVs and emit dataset-ready JSONL.
Dataset curation
Semantic filters tag samples with safety notes before landing in `training/personal-model`.
Personal model run
Launch `npm run train:personal -- --poll` to log checkpoints and provider provenance.
Tutor + social instrumentation
Response headers (`x-ai-model*`) plus `/api/ai/status` feed mission + community telemetry.
Observability rituals
Kardashev readiness
Live manifests, telemetry, affiliate mesh, and AI lab pointers show if every learner can steward the cooperative.
Overall score
80%
Average across all pillars
Knowledge coverage
100%
170/12 manifest entries logged
Add courses via manifest ingest
Compute stewardship
92%
46,000 hrs/mo pledged
50,000 hrs/mo target
Economic flywheel
100%
50 affiliate programs
24+ auto opt-in partners
Civic missions
52%
3 weekly posts - 50 live missions
120 weekly updates / 30 missions
AI modeling lab
55%
Dataset training/personal-model/datasets/tier1-courses-dataset.jsonl (90 samples)
Dataset + personalized model logged
Next moves
AI modeling
Run npm run train:personal -- --poll to generate a personalized tutor checkpoint
Open playbook →Projects
Compute Access
Deploy pop-up GPU pods with local co-ops and share back telemetry, curriculum, and maintenance playbooks.
Knowledge Access
Mirror open STEM syllabi with signed license manifests + removal workflows for institutions that opt out.
Zero → Cosmos journey
Follow the six-week ritual to go from first lesson to leading nodes on the Kardashev roadmap.
Document each phase inside /community for payouts + mentorship unlocks.
Milestone
Pick an interest, generate your sprint in Learner Mission Control, and meet your AI tutor.
Generate plan →Milestone
Mirror two resources via the manifest CLI and log license artifacts in the legal archive.
Mirror guide →Milestone
Ship a dataset to the personalization runner, inspect /admin/ai-dev-assistant, and share results.
Automation docs →Milestone
Post telemetry + affiliate links in /community, invite peers, and unlock payouts for your pod.
Broadcast update →Cosmic ladder
Spark
Foundations, civic compute, and AI literacy accelerators.
Orbit
Hands-on labs with tutor feedback, stipend-backed challenges, payouts on merge.
Constellation
Lead regional learning nodes with legal archives + affiliate automation.
Civilization
Autonomous manifests + personal models preserve and advance planetary knowledge.