Public overview
What BTG is building: A technology workshop where a person or organization can describe a new system or import an existing one. BTG Studio examines source and dependencies, NIKI proposes missing components, DataChips and typed Circuits assemble supported behavior, independent reviewers challenge the results, and verified FarmNode execution can supply compatible computing capacity. Bridge and ENTITY determine permissions; Bit Trade Global records permitted technology use and resource participation. This is the integrated goal, not an already qualified automatic factory.
The full design chain
Import → Understand → Repair → Decompose → Reconstruct → Optimize → Independently Verify → Export or Deploy. A ZIP, source repository, project or supported package can begin this process. Imported executable-only binaries do not reliably reveal original source architecture. Models must never bypass rights, security boundaries or hardware compatibility, and generated code must be evaluated in a restricted runtime.
Adaptive DataChips and realistic hardware limits
Hardware Detection measures CPU, RAM and storage and may identify GPU, VRAM and compatible kernels. Performance Optimization chooses efficient methods; GPU Adaptation considers precision and kernel support; Memory Management streams, caches or partitions work; Distributed Computing schedules independently authorized compatible FarmNodes; AI Acceleration may use quantization or batching; Game Optimization may scale rendering and content; and NIKI Resource Architect proposes missing optimized Circuits. None of these techniques creates physical RAM, GPU memory or cores that do not exist.
Example: a machine with an 8 GB GPU cannot be relabelled as 24 GB. Certain workloads may become executable by streaming, lowering precision or securely offloading suitable portions, but latency and required hardware features still constrain outcomes. Remote resource sharing must involve actual verified enrolled devices, owner consent, quotas, verifiable execution and metering.
NIKI Council and reusable invention
Target: a 25-seat Council, including independent creators, verifiers and designated functions. Model-generated approaches must be executable, tested with an independent oracle, repaired from real compiler feedback, retained in ADAM/BTDU and signed for production only when genuinely qualified. A display of 25 rows or catalog results is not 25 independent tested agents. The last live Grand Forks cutblock experiment admitted one creator and zero reviewers; a valid public dataset was retrieved but the model-directed compiled assembly did not pass the original socket validation.
Computing contribution and actual usage
The agreed engineering model distinguishes three things: contributing genuine working resources is the proposed source of contractual participation; trading in this service economy refers to an actual authorized use of the technology, supported by an execution receipt; and economic value depends on attributable realized activity, costs and revenue, not an invented price per unissued unit. A proposed one-million-unit ceiling and two-million-use scenario are design quantities, not issued units or completed transactions. Investment securities, rights licences and computing service rights are distinct classes.
Current evidence and outstanding work
Exchange: 262/262 complete local backend tests passed in the latest economic implementation regression. Bridge: 13/13 targeted signed-gateway tests passed; the earlier full 169-test suite still had one missing farmnode_entity_process_peer import. Studio: local adaptive native 40/40 and separate visual puzzle 19/19 tests passed; the Windows executable built. FarmNode: adaptive subsystem 9/9 and native integrated 32/32 passed; Windows executable built. HuntAR diagnostic exercise: latest real-browser candidate checks 13/13 compared with 12/13 original, though an earlier run logged missing image assets and canvas errors. Signed physical-device iOS AR is not qualified.
Still open: full Council independent qualification, unified production ENTITY accounts in every application, attested physically independent FarmNodes, enforced cross-host resource allocation, real metering/settlement, native and iOS end-to-end qualification, hosted CI and exact full-product Aurora visual acceptance.
Sources, qualification and related records
Studio manual · Adaptive resources · Computing economy · Council qualification · Original draft engineering PR.
Figures refer to scoped local Windows engineering logs as at 25 October 2026. A passed test count does not equate to measured customer deployment. Proprietary source, keys, model credentials, sensitive identity and private account information are not published.