Century Worth research
Loading sourced intelligence
Reading the public evidence graph
Retrieving a bounded, validated view from the Century Worth API.
Century Worth research
Retrieving a bounded, validated view from the Century Worth API.
AI event dossier · evidence accumulates after release
A living record of what the release claimed, what was observed, and how company outcomes developed afterward.
Release state
Announcement
2023-03-14The lab disclosed the release or capability.General availability
Not recordedPreview or staged access must not be treated as GA.Release source: Duolingo · published 2023-03-14 · seed
Current evidence
Observed release material
These statements record what the lab or release source claimed. They are not Century Worth assessments and are not automatically treated as achieved outcomes.
No verified event-to-capability claim is published.
Values retain their source units, methodology, and population. Incomparable benchmarks are never normalized into one score.
No event-linked native measurement is published.
Century Worth interpretation
These mappings express a sourced interpretation with assumptions and counterevidence. A multi-hop path does not establish company impact causation.
No published assessment mapping yet. Missing data does not mean no exposure.
No evidence-backed product mapping is published yet.
Accumulated after publication
No public confirming, weakening, contradicting, or contextual evidence has accumulated. Silence is not confirmation.
Century Worth assessments
positive · 2026-07-25
Weeks after GPT-4's launch, Microsoft framed advanced AI models plus its Azure OpenAI Service as the start of a new computing cycle set to drive its cloud franchise.
Current conclusion
positive major Confidence high
Weeks after GPT-4's launch, Microsoft framed advanced AI models plus its Azure OpenAI Service as the start of a new computing cycle set to drive its cloud franchise.
Open canonical conclusionBounded research path
Focused evidence graph
Focused public relationships only. Paths support research navigation; they do not prove that one node caused another.
5 nodes · 4 edges
| Class | Relationship | Assertion | Evidence | Version history |
|---|---|---|---|---|
| observation | GPT-4 followed by positive major outcome | Weeks after GPT-4's launch, Microsoft framed advanced AI models plus its Azure OpenAI Service as the start of a new computing cycle set to drive its cloud franchise. | SEC EDGAR | 1 revision
|
| observation | GPT-4 followed by mixed minor outcome | Duolingo launched Duolingo Max, a higher-priced tier built on GPT-4, a clear product benefit; the same AI push later fed an 'AI-first' plan to phase out some contractors that drew public backlash. | Duolingo | 1 revision
|
| observation | Microsoft reported outcome positive major outcome | Weeks after GPT-4's launch, Microsoft framed advanced AI models plus its Azure OpenAI Service as the start of a new computing cycle set to drive its cloud franchise. | SEC EDGAR | 1 revision
|
| observation | Duolingo reported outcome mixed minor outcome | Duolingo launched Duolingo Max, a higher-priced tier built on GPT-4, a clear product benefit; the same AI push later fed an 'AI-first' plan to phase out some contractors that drew public backlash. | Duolingo | 1 revision
|
Source honesty
Manually reviewed Confidence high Current as of Policy not recorded
Published through the editorial review path.
No verifier version was recorded.
This manual or legacy finding remains visible without inferred provenance.
The world's most advanced AI models are coming together with the world's most universal user interface — natural language — to create a new era of computing.
mixed · 2026-07-25
Duolingo launched Duolingo Max, a higher-priced tier built on GPT-4, a clear product benefit; the same AI push later fed an 'AI-first' plan to phase out some contractors that drew public backlash.
Current conclusion
mixed minor Confidence high
Duolingo launched Duolingo Max, a higher-priced tier built on GPT-4, a clear product benefit; the same AI push later fed an 'AI-first' plan to phase out some contractors that drew public backlash.
Open canonical conclusionManually reviewed Confidence high Current as of Policy not recorded
Published through the editorial review path.
No verifier version was recorded.
This manual or legacy finding remains visible without inferred provenance.
That's why we're excited to take advantage of GPT-4, the newest technology from OpenAI, to make learning with Duolingo even more powerful.