Source-backed research and education center

ABC4RD Academy

A public learning hub for Bitcoin, AI agents, AGI/ASI literacy, blockchain trust, open compute, robotics, digital health, manufacturing, and nanomaterials.

2017 public origin Runnable labs Verified sources Contributor ladder
Proof before promotion: code, sources, issues, and discussions first. Research-center upgrade

Start Here

Weekly Package

The current operating packet for course, research, events, partners, community, and platform sync.

Open the package

Public Launch

The launch bundle connecting README, site, roadmap, digest, starter work, and partner/event pipeline.

Review launch package

Task Routing

How work moves through Jira, GitHub, GitLab, and Bitbucket without splitting into disconnected queues.

Route work

90-Day Backlog

Starter work items for launch discipline, course momentum, evidence, events, partners, and public proof.

Open the backlog

Suggest a Source

Submit public sources for review with status, language, license, and curriculum relevance.

Open source issue

Ranking Hub

The main public entry point for sector rankings, the cross-sector Top 20, methodology, and weekly baseline logic.

Open ranking hub

Delta Dashboard

The public readiness layer showing which rankings are baseline-locked and when real week-over-week movement begins.

Open delta dashboard

Daily Dashboard

The everyday execution layer for source review, curriculum updates, contribution work, digest notes, and ranking preparation.

Open daily dashboard

Courses

LLMAIX2001a

Flagship course from language-model foundations to a deployable Storyteller AI system.

LLMAIX2001a course

Module 01

Runnable bigram lab with Python, a toy dataset, and expected output.

Open the lab

Course Update

The current draft update for Module 01: learning objective, expected output, review checklist, and community note.

Review the draft

Bitcoin Education

Bitcoin, Lightning, Nostr, custody, mining, treasury, and open-source literacy.

Open starter work

Blockchain Trust

Credentials, provenance, attestations, contributor incentives, and public bounties.

Trust layer issue

Open Compute

Cloud-native infrastructure, exascale context, reproducible workloads, and compute governance.

Open compute curriculum

Digital Health Standards

FHIR, WHO SMART Guidelines, open health systems, privacy, and synthetic-data-only exercises.

Digital health curriculum

Frontier AI

AI Agents

Tool use, retrieval, code execution, sandboxing, observability, and approval-gated workflows.

First agent lab

AGI Literacy

Definitions, capability evaluations, preparedness, governance, and agentic oversight.

AGI readiness note

ASI Safety

Alignment, scalable oversight, red-team practices, staged deployment, and safety cases.

ASI safety prompt

Research Tracks

Bitcoin & Open Finance

Protocol literacy, self-custody, Lightning, open-source contribution, and responsible settlement infrastructure.

AI & Open Compute

Reproducible AI, exascale, open data center infrastructure, scientific workloads, and energy literacy.

Curriculum

Sensors & Networks

LPWAN, IoT security, industrial interoperability, telemetry integrity, and provenance.

Curriculum

Robotics Systems

ROS 2, Gazebo, simulation, motion planning, control, and safety boundaries.

Curriculum

Digital Health

WHO SMART Guidelines, FHIR, open health systems, privacy, and interoperability.

Curriculum

Digital Manufacturing

Digital thread, additive manufacturing, industrial standards, provenance, and traceability limits.

Curriculum

Nanomaterials

nanoHUB, NNI, materials data, simulation, safety, and responsible nanoeducation.

Curriculum

Trust Layer

ABC4RD Academy treats public claims, source verification, credentials, and IP boundaries as part of the educational infrastructure.

Claims Register

Approved wording, risky claims, non-affiliation rules, and source-backed publication checks.

Review claims

Source Review

Verified, requires verification, license unclear, and rejected status paths for public sources.

Open source batch

Governance

Maintainer roles, sensitive review rules, release gates, and contribution standards.

Read governance

Security

Credential exposure response, least-privilege access, and secret scanning workflow.

Read security policy

Partners

Partner and event work starts as source-backed drafts with an approval gate. No message is sent, no partnership is claimed, and no private data is published without review.

Bitcoin 2026 Open Source Hub

Watch item for Bitcoin open-source onboarding, workshop ideas, and contributor literacy.

Read draft

Bitcoin Optech

Draft feedback request for a beginner technical reading path with no endorsement claim.

Review message

Open Compute Project

Draft source request for AI, open compute, data center, and energy literacy materials.

Review message

OpenMRS

Draft digital health open-source learning request with medical-safety boundaries.

Review message

Weekly Operating Signal

Community

ABC4RD routes public work through GitHub Issues and Discussions before external channels. Learners, developers, researchers, educators, and partners should start with a small reviewable artifact.

Research / Evidence

ABC4RD separates public evidence from strategy. The research repository keeps source maps, citation packs, media-kit wording, and safe public claims reviewable.

Open the evidence repository

Contact

Use public channels for public work. Partner outreach and announcements stay draft-first until approved.