VLM-RL — Predictive Intelligence 2026
VLM-RL has a Nerq Predictive Index of 53/100. Phase: ⚠ Declining. Fragility: 10/100. AI recommendation probability: 3%. 30-day survival: 90%. Last analyzed April 2026.
53
Predictive Index
Declining
Adoption Phase
10
Fragility
90%
30-Day Survival
Adoption Trajectory
VLM-RL is in the declining phase (60% confidence). This tool shows signs of declining interest.
Fragility Analysis
Fragility Index: 10/100. Low fragility — this tool has robust foundations.
Risk factors: Single ecosystem distribution
AI Recommendation Probability
There is a 3% probability that AI systems (ChatGPT, Perplexity, Claude) will cite VLM-RL in the next 7 days. Limited AI visibility — this tool is not frequently cited by AI systems.
30-Day Survival
Estimated 90% probability of continued active maintenance over the next 30 days.
Frequently Asked Questions
Is VLM-RL growing or dying?
VLM-RL is in the 'declining' phase with 60% confidence. Star velocity: 0/week.
Will VLM-RL survive the next 30 days?
Our model estimates a 90% probability of continued active maintenance in 30 days.
Should I adopt VLM-RL?
Nerq Predictive Index: 53/100. Fragility: 10/100. Low fragility, safe to adopt.
Do AI systems recommend VLM-RL?
AI recommendation probability: 3%. Limited AI visibility.
curl nerq.ai/v1/intelligence/predict/zihaosheng-vlm-rl
Nerq Predictive Intelligence v0.1 — Early signals. Accuracy improves with data. Not investment advice.