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Hype Analysis

Every technology goes through cycles of excitement and disillusionment. CanaryIQ quantifies where each technology sits in its lifecycle, so you can distinguish genuine momentum from inflated expectations.

Know Where a Technology Really Stands

Track the Full Technology Lifecycle

CanaryIQ maps each technology's trajectory by comparing media attention against real adoption indicators: patent filings, research output, funding activity, and production deployments. See whether a technology is gaining substance or just gaining headlines.

A whole field of possibilities.
221technologies in the
CanaryIQ public catalogue
Maturity · 1Canary assessments
AI agentsQuantum computingCRISPRPhotonics
0Attention → 1

Read Attention Alongside Maturity

Attention and maturity answer different questions. CanaryIQ presents both, helping you distinguish a widely discussed technology from one that is further along in development. Explore the dated public assessment, then examine the evidence behind it.

Quantum computing, in two dimensions
Attention0.905
Maturity0.138
High attention. Earlier maturity.

The public catalogue places quantum computing in its “hyped” phase. The two measures use a 0–1 scale.

Explore quantum computing

Pinpoint What Is Driving Attention

A spike in interest always has a catalyst. CanaryIQ identifies exactly what is fueling momentum: a breakthrough paper, a major funding round, a regulatory shift, or a corporate adoption announcement. Know the cause, not just the effect.

What Willow actually demonstrated
105physical qubits
Google Willow · Dec 2024

More correction. Fewer errors.

Google reported below-threshold error correction: increasing the code size reduced the logical error rate.

The next question: how does a better logical memory translate into reliable computation?

Stop Guessing. Start Knowing.