KXCO
KXCOOntology Intelligence
Build Your Ontology

Intelligence Findings

228 Entities · 530 Claims · $1.1T Tracked FlowsData as of July 2026
Intelligence Findings

Opportunities & risks the system discovered

Systemic patterns visible only across the whole graph — not from any single entity. Every finding rests on typed, sourced claims; click the evidence to open it.

Systemic Risk12
CRITICAL

Single point of failure: Nvidia

52 dependencies

Every major lab, cloud and sovereign AI programme routes through one vendor. Nvidia is by far the most-connected entity in the sector - a shock to it stalls the entire stack. AMD's up-to-2GW MI450 deal with Anthropic (Jul 2026) is the first credible second GPU source at the frontier-lab tier - a partial, forward-dated mitigant, not yet a removal of the risk.

Evidencesource ↗
CRITICAL

The sector resolves to a handful of firms

3 chokepoints

ASML alone makes the EUV lithography every leading-edge AI chip needs - behind TSMC, behind Nvidia. Two more compound it: the EDA duopoly (Synopsys + Cadence, ~96%) and the HBM triopoly (100%). No capital can quickly route around them.

Evidencesource ↗
HIGH

~$1T of deals recycle inside one cohort

14 circular loops

Nvidia invests in the customers that buy its chips; investors fund the labs that spend it back on the investors' clouds. Now 14 loops - the AMD<->Anthropic deal replicates the vendor-invests-in-customer pattern. Demand is partly self-referential - and contagious on an unwind.

Evidencesource ↗
HIGH

Five rivals in one cap table

5 rival backers - $965B post-money

Anthropic is backed at once by Amazon, Google, Microsoft, Nvidia AND now AMD - five direct competitors on one cap table - at a $965B post-money (May 2026 Series H). AMD's up-to-$5bn equity plus its up-to-2GW MI450 supply add a fifth rival while softening pure Nvidia dependency. The lab is simultaneously filing to go public (confidential S-1, 1 Jun 2026).

Evidencesource ↗
ELEVATED

The state now gates the frontier

8 firms on classified nets

Eight companies now hold IL6/IL7 classified-network agreements (1 May 2026): SpaceX, OpenAI, Google, Nvidia, Reflection, Microsoft, AWS and Oracle. Anthropic remains excluded (talks stalled over surveillance/weapons guardrails) and Palantir pulled Claude from DoD platforms. The White House gates which models federal agencies may use - and has already banned one. The state now shapes the frontier.

Evidencesource ↗
ELEVATED

A second frontier outside Western oversight

sanction-proof stack

China has built a near-complete, sanction-proof AI stack: DeepSeek's V4 (Apr 2026) trains end-to-end on Huawei Ascend 950PR silicon - the first frontier-class model built without Nvidia - while a $295bn state plan for a unified national compute grid (2028) mandates 80% domestic sourcing, locking out both Nvidia and AMD. Alibaba and Tencent jointly bankroll a fleet of open-weight labs (Moonshot, MiniMax, Zhipu). It advances months - not years - behind the West, answers to none of its evaluators, and export controls are the only remaining lever.

Evidencesource ↗
ELEVATED

The insiders' headstart

~2mo internal lead

The people who build the frontier run more capable models internally than they ship - months early, wired into their own R&D. Self-built and fair, but compounding and invisible to outsiders.

Evidencesource ↗
ELEVATED

Quantum is splitting into two national stacks

105–180 qubit systems, both sides

The US leads on error correction — Google's 105-qubit Willow shows below-threshold correction and IBM's 120-qubit Nighthawk targets fault-tolerance by 2029 — while China leads on scale and commercial deployment: USTC's 105-qubit Zuchongzhi 3.0 advantage claim and Origin Quantum's 180-qubit Wukong-180 cloud. Two parallel superconducting-QC programmes are maturing side by side, not converging.

Evidencesource ↗
ELEVATED

China's quantum cloud runs largely on US demand

1M+ tasks - 192 countries

Origin Quantum's Wukong superconducting cloud has logged 30M+ visits and surpassed one million completed quantum tasks from users in more than 192 countries (Jun 2026) - and US users have consistently been the largest foreign cohort. The classical chip-export wall does not extend to quantum-cloud access, where the dependency currently runs the other way.

Evidencesource ↗
ELEVATED

A second GPU supplier reaches the frontier

2GW + $5bn (AMD/Anthropic)

For the first time a non-Nvidia vendor (AMD) holds both a frontier-scale compute-supply edge (up to 2GW MI450) AND an equity edge (up to $5bn) into a frontier lab. This is the first competitive redundancy in the sector's tightest chokepoint - but it arrives wrapped in the same vendor-invests-in-customer circularity that concentrates risk elsewhere.

Evidencesource ↗
ELEVATED

Post-quantum defense readiness concentrates in one vendor

1 firm, 5+ US/allied programmes

SandboxAQ now sits at the single intersection of the US/allied post-quantum transition: DoW CIO cryptographic migration (AQtive Guard), DIU quantum navigation (AQNav), a $500M CHIPS materials award, NATO DIANA, and White House PQC EO implementation - while its own compute and capital come from Google and Nvidia, who are simultaneously its investors and its cloud/GPU suppliers. The same circular vendor-invests-in-customer pattern seen at the frontier labs now shapes post-quantum defense, and the US government has taken equity in exchange for the CHIPS award (government-as-shareholder).

Evidencesource ↗
ELEVATED

The compute balance is lopsided, and widening

US ~75% vs China ~15% of GPU clusters

On raw AI compute the US commands roughly 75% of global GPU-cluster performance to China's ~15%, hosts 5,427 data centers, and is adding power at about 22% a year toward 90GW or more by 2030. China has reached near-parity on model quality, but its hardware stays a generation or two behind, gated by export controls and SMIC's ceiling versus TSMC. The gap is structural, not cyclical.

Evidencesource ↗
Strategic Opportunity4
OPPORTUNITY

The sovereignty gap

everyone is dependent

Every participant depends on a stack it does not control - foreign lithography, one chip vendor, rival-owned clouds. Sovereign and allied compute, and the ability to prove provenance, is the widest opening in the sector.

Evidencesource ↗
OPPORTUNITY

The verification gap

trust is scarce

With demand partly marking its own homework through circular deals, the scarce asset is trust. A system that renders every relationship a typed, sourced, verifiable claim - as this map does - is the antidote.

Evidencesource ↗
OPPORTUNITY

Value sits upstream, at the chokepoints

model layer commoditising

As open weights commoditise the model layer, durable value concentrates upstream - lithography, fabrication, HBM, the one GPU vendor - and in energy, the binding constraint everyone is racing to secure.

Evidencesource ↗
OPPORTUNITY

Provenance + post-quantum for defense AI

unaudited supply chains

AI is moving onto classified networks (Palantir, Anduril, the Pentagon Seven) with unaudited model supply chains. Verifiable, quantum-safe provenance is precisely the missing layer.

Evidencesource ↗
Interrogate the evidence:
Explore with KXCO AISubscribers Only
Contact us