{"id":"crg-55-year-resolution","level":"system","name":"The 55-year realization challenge and CRG","shortName":"The 55-year CRG claim","role":"Presents Semi AI Foundry’s account of a long-standing computation-to-physical-realization gap.","description":"Semi AI Foundry describes CRG as a framework for closing the distance between computation as an abstract communication process and computation as a manufacturable, verifiable physical system. The company’s article frames this as a challenge that persisted for roughly 55 years before its proposed resolution. In the atlas, that statement is a clearly labeled organizational research claim, not an independently dated historical milestone or a claim that all chip design is solved. The learner can inspect the proposed graph, identify its contracts and tests, and compare the claim with established work on concrete computation, communication and semiconductor design.","specs":[{"label":"Claim status","value":"Semi AI Foundry research claim","context":"Source-dated claim; scope and interpretation remain visible."},{"label":"Historical scope","value":"Approximately 55 years, as framed by the source","context":"Not converted into a universal chronology without source-specific dates."}],"interfaces":[{"name":"Source article","direction":"in","signal":"CRG framing and claimed resolution"},{"name":"Atlas comparison","direction":"out","signal":"Explicit boundaries, evidence status and open questions"}],"tradeoff":"A unifying graph can reduce handoff loss while remaining an abstraction that must be tested against actual design, manufacturing and workload evidence.","whyAI":"AGI-scale systems require a sustained path from model intent to physical capacity; CRG gives the atlas a way to teach that path without treating intelligence as detached from machinery.","related":["crg-problem-statement","crg-communication-graph","crg-chip-design-realization","crg-verification-loop"],"sources":[{"title":"Semi AI Foundry — Communication Theory of Computation Realization","url":"https://semiaifoundry.com/updates/communication-theory-of-computation-realization/"},{"title":"Stanford Encyclopedia of Philosophy — Computation in Physical Systems","url":"https://plato.stanford.edu/entries/computation-physicalsystems/"}],"scale":"Theory, design flow and evidence record","kind":"history","mechanism":["Identify the source’s stated gap and preserve its organizational authorship.","Separate the proposed CRG mechanism from independently established technical history.","Map the framework to chip-design, package, system and workload boundaries.","Attach measurable proof obligations rather than treating a diagram as validation.","Record corrections, counterexamples and new evidence as the framework evolves."],"misconception":"The CRG claim is not evidence that AGI has been achieved or that undisclosed chip designs are known.","check":{"question":"How should the 55-year statement be used in this atlas?","options":["As a dated universal law that replaces semiconductor history","As a source-labeled Semi AI Foundry research claim with explicit scope and open verification","As proof that every future AI system will use one architecture"],"answer":1,"explanation":"The atlas preserves provenance and uncertainty while making the proposed realization graph inspectable."},"science":[{"title":"Claim and evidence separation","equation":"\\mathrm{claim}\\;\\neq\\;\\mathrm{evidence}\\;\\neq\\;\\mathrm{qualification}","explanation":"A research claim, supporting evidence and an operational qualification decision are different record types. Keeping them separate makes a bold framework teachable without overstating its validation.","assumptions":"The distinction is epistemic and operational; it does not judge the source’s ultimate correctness."}],"history":[],"prerequisites":["crg-problem-statement","crg-architecture-contract"],"learningObjective":"Explain the CRG proposal and state exactly what the 55-year claim does and does not establish.","workstream":"CRG","visualFamily":"design-flow","engineeringExample":"Select a model operation and list its representation, interface, timing, energy, error and qualification evidence at each handoff. Missing fields identify an open realization question rather than an invented answer.","evidenceNotes":"Primary source supplied by Semi AI Foundry. The atlas labels this as a research claim and keeps independent technical references beside it.","labId":"library","scope":"Browse the numerical library; no current calculator directly models this lesson’s central mechanism.","labScope":"Browse the numerical library; no current calculator directly models this lesson’s central mechanism."}