WHAT'S HAPPENING

Source-linked AI trend intelligence

SOURCE-LINKED TREND
INTELLIGENCE FOR
FOUNDERS & ANALYSTS

Source-linked AI trend intelligence for founders and analysts tracking emerging technology. Inspect the earliest available country-tagged evidence behind each signal.

Search the source-linked signal queue
Explore
Connected source data
Signals
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Trends
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Evidence
source-linked

Source observations

live

No connected source observations are available yet.

Retained archive

Every source-backed trend, kept within reach.

Choose a category, then a numbered archive page. Each page contains no more than 30 records.

Product FAQ

QUESTIONS,
ANSWERED.

How the signal engine works, what its scores mean, and what you can expect during early access.

What is What's Happening in AI?

What's Happening is a source-linked trend-intelligence product for founders and analysts tracking emerging technology. It turns scattered source observations into scored trends, linked evidence, country context, and a plain-language explanation of why attention moved.

How are source signals scored?

The system reads official or permissioned sources such as Hacker News, GitHub, and Google Trends, then groups related signals into trends. Each trend score combines velocity, reach, and novelty, while source links stay attached so you can inspect the evidence behind it.

What does country context mean?

Country context is based on the earliest country-tagged evidence available for a trend. It shows where attributed evidence first appeared in the system, not where a topic was invented, began, or was caused.

What is a breakout watch signal?

A breakout watch signal is a scored trend candidate with strong novelty and rising observed attention that has not crossed the Global Pulse threshold. It ranks what may deserve inspection; it does not predict future popularity.

How fresh is the trend data?

When the live data service is configured, source ingestion is designed to run every 10 minutes and the homepage refreshes active trends every 15 to 30 seconds. If live data is unavailable, the product says so instead of presenting demo fixtures as current activity.

How much does What's Happening cost?

The public product views cost $0. Account-based early access is also priced at $0, but account creation and live trend records are unavailable until the production data service is connected. There is no checkout or paid plan today.

Does What's Happening publish source-backed AI security guidance?

Yes. What's Happening publishes bilingual guides for reducing AI security vulnerabilities and detecting hallucinations. Each guide gives a direct operational answer. Every checkpoint links to authoritative evidence. Each page shows its latest evidence audit. The guides inform defensive review. They do not replace security testing or expert judgment.

AI security vulnerabilities guideHallucination detection guide