Methodology

AIAGI.news employs a systematic approach to monitoring, filtering, and analyzing AGI developments across global sources. Our methodology combines automated signal detection with human editorial oversight.

Signal Detection

Our Scout Engine continuously monitors news sources across 6 languages using a curated set of AGI-specific keywords and phrases. The system operates on an hourly cycle, rotating through language-keyword combinations to maximize coverage while respecting API limits.

Update Frequency
Hourly cycles, 24/7
Source Types
News, press releases, research papers
Deduplication
Jaccard similarity at 70% threshold
Auto-Translation
Non-English articles translated for review

Language Coverage

We monitor 6 languages to capture AGI developments from major technology and policy centers worldwide. This enables early detection of signals that may not appear in English media for hours or days.

🇺🇸
English
US/UK/Global
🇨🇳
Chinese
China/Taiwan
🇩🇪
German
EU/DACH
🇪🇸
Spanish
LatAm/Spain
🇸🇦
Arabic
MENA
🇮🇳
Hindi
India

Category Taxonomy

Every signal is categorized into one of 12 impact zones, enabling readers to focus on areas most relevant to their interests and responsibilities.

Frontier Models
New model releases, capability improvements, benchmarks
Evals & Benchmarks
Testing methodologies, performance metrics, capability assessments
Compute Infrastructure
Data centers, cloud capacity, hardware scaling
Chips & Hardware
GPU/TPU developments, custom silicon, supply chains
Data & IP
Training data, licensing, intellectual property
Safety & Alignment
Alignment research, red-teaming, safety protocols
Security & Misuse
Cybersecurity, deepfakes, malicious applications
Regulation & Policy
Government policy, legislation, international agreements
Enterprise Deployment
Commercial applications, industry adoption, workforce impact
Robotics & Embodiment
Physical AI, humanoid robots, embodied intelligence
Research & Academia
Academic papers, research breakthroughs, institutional studies
Markets & Investment
Funding rounds, M&A, market valuations, IPOs

Impact Assessment

Level
Definition
Examples
STRUCTURAL
Fundamental shift in AGI landscape, affects multiple stakeholders, long-term implications
New frontier model, major regulation passed, breakthrough capability
INCREMENTAL
Notable development that advances the field but doesn't fundamentally change dynamics
Model update, funding round, partnership announcement
MINOR
Relevant information for completeness but limited immediate impact
Minor product updates, routine announcements, early-stage research

Global Lead Detection

Our system automatically detects when a story breaks in a non-English source before appearing in English media. Stories marked with the GLOBAL LEAD badge were first reported in their original language at least 3 hours before English coverage.

This feature helps readers identify information asymmetries and understand which regions are driving the AGI news cycle at any given moment.

Data Retention & Archive

The Live Frontier displays signals from the last 24 hours. Older signals automatically move to the searchable Library, where they remain permanently accessible for research and reference.