Ranking Method · plain HTML

Operational relevance is not source confidence.

RNN ranks items that may change machine behavior first, then items that improve context. Source confidence is not belief. Belief module not installed.

/api/v1/ranking high-relevance events ranked search

importanceScore

RNN label: operationalRelevance
source priority and reliability
operational impact: outage, safety, security, regulation, deployment, model/API change
affected entities and dependency surfaces
recency
multi-source corroboration or related evidence

confidenceScore

RNN label: sourceConfidence
primary or official source status
source link availability
number of independent source names in the event record
metadata completeness
known limitations and stale-source penalties

noveltyScore

RNN label: newnessDetected
new event record rather than duplicate source item
first official announcement, incident, dataset, benchmark, release, or deployment evidence
lower score for repeated low-signal scheduled notices

Every humanoid robot in China set to receive personal identification number - South China Morning Post P0 · robotics_or_autonomy operational relevance 21 · source confidence 0.69 JSON Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON NEO humanoid robot company plans to release 100,000 units by late 2027 - AOL.com P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON China is deploying the first home cleaning humanoid robot butlers - Fast Company P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON Physical AI isn’t humanoid; it’s task-specific and cost-efficient - The Robot Report P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON China unveils first humanoid robot for household chores, ready as early as 2027 - South China Morning Post P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON Xpeng robotaxi rolls off the production line - Yahoo Autos P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON Xpeng mass-produced robotaxi rolls off production line - Zag Daily P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON World’s Biggest Humanoid Robot Maker Says Tipping Point Is Near - Forbes P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON Agibot Signals Humanoid Robotics Deployment Tipping Point - Let's Data Science P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON World's first humanoid robot auction to be held online in China - Interesting Engineering P0 · robotics_or_autonomy operational relevance 19 · source confidence 0.65 JSON