Mayur Gupta@mayurgupta77 · 2026/08/23观点输出RT @krakenfx: Put your crypto to work with the Kraken Card. 💳
Spend what you trade, earn up to 2% cashback in BTC or cash, and pay zero fe…
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/08/20观点输出RT @krakenfx: Spot the difference https://t.co/gbRvsjbeoN
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/08/11观点输出RT @Krak: We call it Cash₿ack
Be like @Brypto_sniper and get up to 2% ₿ack. Even with Panda Express. https://t.co/ys0VGq7FoO
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/08/11观点输出RT @krakenfx: A new path for American families to build wealth from day one.
@Payward Co-CEO @ArjunSethi shares more 👇
"The world's most…
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/08/11赛道影响Marketing has always had a vanity KPI problem.
Visits. Impressions. CAC in isolation. Campaigns with soft attribution.
Most of these reflect inputs, not outcomes.
Now we’re seeing the same pattern with AI.
New vanity KPIs: • Number of licenses • Number of prompts • “AI-powered” features shipped • Adoption rates • Total spend as a proxy for impact
Easier to measure. Rarely prove real business impact.
What we should be measuring instead: • Is decision-making actually getting better? • Is creative/copy accuracy improving (and showing up in engagement)? • Can you aggregate impact across acquisition, payback, retention, or efficiency? • Are workflows meaningfully more efficient? • Can you reach more relevant segments faster? • Do you have AI holdout groups that show real lift vs fully manual workflows?
We need to get intentional about AI measurement in growth and marketing now.
Once vanity metrics become the default language, they’re much harder to unwind.
What KPIs are you actually using today?
AI：偏主题投资表达，释放对基础设施与新叙事的偏多信号。
Mayur Gupta@mayurgupta77 · 2026/08/02政策影响With AI, the constraint is not execution speed, that's fast, we all get it.
Its the human intuition that you use to figure out what to execute next, and how fast you do that.
Most teams are using AI to solve the first problem:
More creative variations,
faster reporting,
quicker launches
All super relevant but it's still the old operating model with better tools and higher speed.
The bigger shift is when AI changes the quality and frequency of decisions themselves.
Instead of a quarterly planning cycle — you continuously sense what's working, reallocate in HOURS, not even days or weeks (is anyone still doing yearly planning cycles), and kill underperforming bets before they burn real budget or attention -----> have some tough lessons here (for another post)
That's the difference between AI as an accelerator vs AI as operating leverage.
Doing the same things faster vs fundamentally changing how decisions get made and how quickly the system learns.
The first improves efficiency. The second compounds growth, and that's where the real edge will be.
#growth #aiNativeGrowth #marketing
Mayur Gupta@mayurgupta77 · 2026/07/30观点输出RT @KrakenInsto: Custody at Kraken Institutional isn't passive storage, it's the starting point for staking, yield and financing, all witho…
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/07/28观点输出RT @chamath: The future is open source. We need to embrace it and get on with it.
Imagine if America closed the door on open source.
We…
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
Mayur Gupta@mayurgupta77 · 2026/07/28市场影响Most of the AI conversation in growth is still stuck on workflow automation.
That’s efficiency. Speed. Doing the same things faster.
The real leverage is The Brain.
Data ingestion. Growth & creative insights. Who to talk to, why, and when. What to prioritize next.
Without the Brain, automation is just speed in an unknown direction.
Shared context + knowledge base is the foundation.
The Brain turns that into direction. Automation then multiplies it.
Efficiency is table stakes. Impact comes from judgment at machine speed.
What part of “The Brain” is still under-invested on your team?
AI：偏平台经营与生态扩张，强调交易平台和应用入口的长期位置。
Mayur Gupta@mayurgupta77 · 2026/07/24观点输出RT @krakenpro: Different track. Same mindset.
@KrakenPro 🤝 @WilliamsF1 https://t.co/LygT62pRSS
AI：延续个人公开立场，强调长期主义、执行效率与行业方向判断。
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