Proposal for GBA Working GroupsAI × Games × Certification

GBA Autonomous
Trust Stack

A working initiative by Alex Scoresby and the Kapcrew development team to help GBA turn AI, gaming-grade simulation, blockchain certification and autonomous digital agents into deployable public-sector infrastructure.

Pixudi

Web3 gaming platform and user-facing blockchain experience layer.

Shadow Mysteries

Public Steam-listed survival game proving production and distribution capability.

AI Parsers

X/Twitter, Hyperliquid, Polymarket and token-unlock intelligence stack.

Dev Team

Unity, C#, Python, Solidity, Rust and full-cycle product delivery.

The Position

Not “we make games.”
We build testable digital institutions.

GBA does not need another generic Web3 pitch. It needs teams that can translate blockchain into evidence, assurance, training, simulations, operating standards and government-grade adoption paths.

Our edge is the combination: consumer-grade engagement from games, live market-data intelligence from trading parsers, and AI systems that can become certification, monitoring and simulation infrastructure.

Core thesis for GBA

1

Certification becomes software-assisted. BMM-aligned evidence collection, control mapping and risk monitoring can be automated.

2

Games become serious infrastructure. Simulation engines can train officials, stress-test tokenomics and model policy outcomes before deployment.

3

AI agents need governance. Autonomous agents that observe, recommend or execute actions need identity, permissions, audit trails and certification.

GBA Alignment

The fastest way in: connect the working groups that already need each other.

The proposal is deliberately cross-functional. It gives GBA a reason to involve multiple chairs, create a visible pilot, and position Alex Scoresby as a builder rather than a passive member.

Primary

Artificial Intelligence

AI audit copilot, AI-agent governance, evidence collection, anomaly detection and member-collaboration tools.

Primary

Gaming

Certification for fair Web3 game economies, RNG transparency, player-asset ownership and simulation-based education.

Primary

Standards & Certification

BMM evidence mapping, continuous monitoring, readiness reports and domain-specific supplements.

New angle

Economic Analysis

AI-agent macroeconomic simulations for CBDCs, digital assets, tokenized public programs and new economic zones.

New angle

Robotics & Autonomous Systems

Software robots with blockchain identity, permissions, decision logs and verifiable operational constraints.

New angle

Media & News Integrity

AI-assisted trust oracle for social, market and news signals, with provenance and manipulation-risk scoring.

Unified Architecture

One stack. Three engines. Multiple GBA entry points.

The strongest pitch is not a list of unrelated ideas. It is one operating stack that can produce certification data, simulations, AI-agent governance and monetizable pilot programs.

01

Data & Signal Layer

Parsers ingest market, social, token-unlock, on-chain and event data. The layer is designed for provenance, time-stamping and explainable confidence scoring.

X/TwitterHyperliquidPolymarketToken Unlocks
02

AI Reasoning & Control Layer

AI systems classify risks, generate evidence packages, run scenario models and recommend actions under predefined governance rules.

Risk ScoringEvidence MappingPolicy Guards
03

Simulation & UX Layer

Pixudi and Shadow Mysteries experience becomes the base for training interfaces, economic sandboxes and serious-game demonstrations for non-technical decision makers.

Game UXDigital TwinsTraining Modules
Pilot Portfolio

Three high-signal pilots GBA can actually use.

Each pilot is designed to create a working-group deliverable, a public story, and a monetization path.

Pilot A

BMM AI Assurance Copilot

A software assistant that helps blockchain projects prepare for BMM-style assessments by mapping system evidence to controls, generating readiness reports and flagging missing documentation.

  • • Control-to-evidence mapping
  • • AI and gaming supplement readiness
  • • Risk dashboard for assessors and applicants
Pilot B

Certified Game Economy Sandbox

A serious-game simulator for Web3 game economies, token unlocks, rewards, RNG, player ownership and abuse scenarios. Built to become a showcase for Gaming + Certification.

  • • Fairness and RNG transparency model
  • • Token economy stress tests
  • • Player-asset risk and governance reports
Pilot C

Autonomous Agent Registry

A registry and monitoring layer for AI agents that observe markets, produce recommendations or execute actions under licensed operator controls and auditable policy constraints.

  • • Agent identity and permissions
  • • Decision logs and provenance
  • • Human approval gates for regulated actions
Artificial Intelligence

Turn existing parsers into a GBA-grade trust oracle.

The AI direction should be positioned around evidence, trust and operational control — not generic chatbots. The team already works with high-velocity public and market data, which can be repurposed into tools for fraud detection, project monitoring, media-integrity scoring and certification readiness.

Use case: continuous monitoring for GBA-certified blockchain projects.
Use case: AI-assisted detection of manipulation around token unlocks and public narratives.
Use case: automated creation of assessment evidence packages.
Games

Make games the interface for complex government blockchain systems.

Gaming is the strongest communication layer for non-technical stakeholders. Instead of presenting blockchain through dashboards only, GBA can show simulations that officials, buyers, auditors and communities can understand visually.

Use case: Web3 gaming certification demo with transparent economy rules.
Use case: public-sector training modules for digital assets and smart contracts.
Use case: policy sandbox for CBDCs, grants, welfare, land/title or smart-city flows.
Commercial Model

Monetization that sounds serious to GBA, not desperate.

The language should be institutional: paid pilots, certification tooling, annual licensing, training packages and sponsored working-group deliverables.

OfferBuyerRevenue LogicWhy GBA Cares
BMM AI Assurance CopilotBlockchain vendors, assessors, enterprise buyersSaaS + assessment-prep packagesMore applicants become assessment-ready faster.
Game Economy Certification ToolkitWeb3 games, gaming chains, publishersToolkit license + readiness auditGBA can lead standards for fair Web3 games.
AI-Agent Governance RegistryFunds, DePIN operators, institutionsAnnual license + monitoring feesCreates a standard for autonomous systems in Web3.
Simulation & Training LabsGovernment teams, universities, public agenciesPaid workshops + custom pilotsTurns GBA expertise into practical adoption programs.
Why Alex Scoresby

A builder profile that fits GBA’s missing layer.

The strongest argument is not only technical ambition; it is that the team can build consumer products, public-facing game experiences, data infrastructure and blockchain systems at the same time.

Product credibility

Pixudi shows Web3 gaming delivery. Shadow Mysteries shows a broader Steam-facing game pipeline.

AI/data credibility

Existing parsers create a practical base for monitoring, alerting, risk scoring and AI-assisted intelligence.

Certification fit

The stack can be shaped around evidence, auditability, transparency and BMM readiness.

Execution fit

The ask is not advisory-only. It is a concrete build plan for working groups.

One-sentence positioning

“We help GBA transform blockchain certification from a document-heavy assessment process into a live, AI-assisted trust infrastructure — and we make it understandable through gaming-grade simulation.”
Execution Plan

A 90-day plan that creates momentum fast.

This plan is built to earn trust quickly: no vague moonshot, no endless discovery phase, just a sequence of visible deliverables.

1

Days 1–30: Alignment

Join target working groups, define one primary pilot, map requirements, prepare a demo script, and identify 3–5 GBA reviewers.

2

Days 31–60: Prototype

Build a clickable BMM AI Copilot prototype, a game-economy certification demo, and a technical note for AI-agent governance.

3

Days 61–90: Public Pilot

Run a joint working-group session, publish a pilot brief, gather feedback, and convert interest into paid implementation or sponsored development.

The Ask

Let Alex Scoresby build the bridge between GBA standards and working software.

Proposed next step: a joint session with the chairs or active members of Artificial Intelligence, Gaming, Standards & Certification, Economic Analysis, Robotics & Autonomous Systems, and Media & News Integrity to select the first pilot and define a GBA-aligned implementation path.