Robots have their own KPI now? At AGIBOT Innovation Day 2026, co-founder Peng Zhihui said: “From today on, we hope that when the industry talks about the value of robots, it won’t just be about specs and demos, but how many effective hours of intelligent work they’ve actually delivered.” AGIBOT calls this new metric Worken: active robots × autonomous working hours × output efficiency ratio.

the ONLY KPI that matters in distribution is how many users each user brings in. k-factor above 1 and distribution funds itself. below 1 and you're stuck buying every customer at a loss. be incredibly calculated with product, features and launches. ship to share.

What should be the KPI every solidity compiler team should track that app builders care about? My shortlist: 1. Compile times speed vs solc 2. Solves stack too deep 3. Bytecode size vs solc 4. Security (bit vague) Btw have you tried out any of the new compilers? ---- The compilers: Solc The one we all use. Solc --via-ir ✅ production ready 😀 solves stack too deep ☹️ compile times 10x slow - so almost no one uses it Solc --experimental SSA-CFG ⚙️ experimental mode 😀 solves stack too deep Compile times and bytecode size - TBD. ❗️looking for people to try it out! solx 🛠️ building. By @NomicFoundation + @the_matter_labs 😀 solves stack too deep 😀 decent compile times + bytecode size! ❗️looking for people to try it out! solar 🛠️ building. By @paradigm Too early to tell but fast compile times and stack too deep problem is promised to be solved!

Its great when companies introduce kpi s for ai. I have seen people now implement token burning agents to perform simple tasks that a few lines of code have handled without failure for a decade . But we cant be afraid of change we need to embrace it.

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