Reasoning Engine

Conducting research…

Step 1 / 5
  1. Discovering sources
    Identified 6 candidate sources across 4 publication types.
  2. Analyzing sources
    Extracted atomic claims; scored credibility, recency, and bias on each.
  3. Cross-referencing
    Detected contradictions and reconciled overlapping claims.
  4. Synthesizing findings
    Compressed claim graph into structural themes and a working thesis.
  5. Generating intelligence
    Drafted executive brief, evidence map, risks, and recommendations.

Research Telemetry

live · demo
Reasoning
82/100
Confidence
79/100
Evidence
85/100
Depth
78/100
Diversity
86/100

Synthesized Answer

Map platforms by fault-tolerance roadmap

Superconducting (IBM, Google, Rigetti) leads on logical-qubit demonstrations; neutral-atom (QuEra, Atom Computing) leads on per-qubit error rates; trapped-ion (IonQ, Quantinuum) leads on fidelity; photonic (PsiQuantum, Xanadu) bets on direct fault tolerance at scale.

Key Points

  • Superconducting leads logical-qubit demos (IBM, Google)
  • Neutral-atom leads on coherence + qubit count (QuEra, Atom)
  • Trapped-ion leads on per-gate fidelity (IonQ, Quantinuum)
  • Photonic is a binary bet on direct fault tolerance (PsiQuantum)
  • 2–3 platforms will commercialize for different use cases

Knowledge Graph

11 nodes · 10 edges
topicconceptcompanyentity
Quantum computingLogical qubitsFault toleranceQuantum chemistryPost-quantum cryptoIBMGoogleQuantinuumQuEraPsiQuantumSovereign funding

Auto-generated Insights

Trend

Below-threshold logical qubits reached across multiple platforms in 2025.

Contradiction

Vendor roadmaps converge on 2028–29 utility-scale machines; independent experts model 2030–32.

Finding

First commercial value will come from quantum chemistry, not cryptanalysis or finance optimization.

Signal

Sovereign investment now exceeds private VC funding by 4–5×.

Structured Data

Extracted from sources

Best logical-qubit fidelity (2026)

99.95%

vs 99.5% in 2024

Quantinuum H2, trapped ion

Largest physical-qubit system

1,121 qubits

IBM Condor

non-fault-tolerant

Cumulative sovereign investment

$32B

11B YoY

global, public commitments

Quantum-as-a-service revenue

$1.5B

34% YoY

mostly R&D contracts

Sources6 ranked

Sorted by relevance
N
nature.com·this week
Research Paper

Google Willow: Below-Threshold Logical Qubits

Google's 105-qubit Willow processor demonstrates logical-qubit error rates that decrease as code distance increases — first below-threshold result at scale.

Cred
98
Auth
97
Fresh
88
Rel
88
Center
Strongevidence
I
ibm.com·this week
Blog

IBM Quantum Roadmap Update 2026

IBM commits to 200-logical-qubit fault-tolerant system by 2029 via Flamingo modular architecture; current Heron supports 156 physical qubits.

Cred
90
Auth
90
Fresh
94
Rel
88
Center
Strongevidence
Q
quantinuum.com·this week
Blog

Quantinuum H2 Reaches 56 Trapped-Ion Qubits with All-to-All Connectivity

Trapped-ion H2 system demonstrates 99.94% two-qubit fidelity and full all-to-all connectivity — leading metric for fault-tolerant logic gates.

Cred
88
Auth
85
Fresh
92
Rel
88
Center
Strongevidence
M
mckinsey.com·this week
Report

Sovereign Quantum Investment Tracker 2026

Cumulative government investment in quantum across U.S., EU, China, Japan, UK, Australia has reached $32B+; China leads single-country commitment.

Cred
94
Auth
92
Fresh
90
Rel
88
Center
Strongevidence
N
nist.gov·this week
Report

Quantum-Safe Cryptography Migration Timeline

NIST PQC standards finalized; federal migration mandated by 2030. Cryptanalytic quantum threat is still 8–12 years out per consensus estimates.

Cred
98
Auth
98
Fresh
92
Rel
88
Center
Strongevidence
P
psiquantum.com·this week
News

PsiQuantum Omega and Photonic Fault Tolerance

PsiQuantum claims 1M-qubit photonic system by 2027 in Australia; aggressive timeline contested by some experts.

Cred
80
Auth
85
Fresh
92
Rel
88
Center
Moderateevidence

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