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Master AI Automation

162 members • $1/month

13 contributions to Master AI Automation
The White House just asked OpenAI to slow down its newest model GPT 5.6 release
GPT 5.6 won't be available to everyone right away. The government wants OpenAI to share it only with select partners first, and approve access one customer at a time. The interesting part? Anthropic has been doing this voluntarily with Claude Mythos since earlier this year. Now the government is asking OpenAI to do the same thing. The reason is simple, these models are powerful enough to find and exploit software vulnerabilities faster than any human. That's a real risk if it gets into the wrong hands. First it was Claude Mythos. Now it's GPT 5.6. Are the most powerful AI models slowly moving out of reach for everyday businesses? Would love to hear your thoughts.
Claude usage limits for CSV/document generation workflows?
Has anyone noticed usage limits behaving differently after reset when using Claude for heavy workflows? I mainly use it for CSV → document generation in sales/business development tasks, and sometimes the limit gets reached very quickly even after a reset window. Is this due to rolling usage windows or higher quota usage for file-heavy tasks?
1 like • 3d
@Nandana P , Interesting. How large are the CSVs you're usually working with? Wondering if it's the file size or the number of back to back requests that's eating into the limit faster.
🚨 Google just lost 4 top AI researchers in one week, and the reasons go deeper than money.
→ Noam Shazeer (at Google since 2000) left for OpenAI → Nobel Prize winner John Jumper left DeepMind for Anthropic → Now Gemini researchers Jonas Adler & Alexander Pritzel are heading to Anthropic too This isn't random. OpenAI and Anthropic are both preparing for IPOs, and pre IPO equity is a rare payday even for well paid Big Tech employees. Shazeer's exit came shortly after Google reassigned computing resources from his project to another team. When top researchers can't get GPU access for their own work... they leave. The real question is : does this signal a shift in where the most ambitious AI work is happening?
1 like • 3d
Compute reassignment sounds small, but it basically tells you, your work is no longer the priority. After years of putting everything in, that hits hard. At that level, it's not just about money. It's about having the freedom to do work that actually matters. Most people at that level would seriously consider the same. But honestly, would you have stayed or left? @Muhammed Irfan
What's one business task you think Claude could do better than a human?
Not everything. Just one task. I'm interested to see where people think AI is already creating real business value.
1 like • 4d
Research. Give Claude a topic and in 2 minutes you get a structured breakdown that would take a human analyst half a day.
This is a story...For the past 2 years, I’ve been on Skool every single day.
In total, it’s already been 2.5 years, but for the last 2 years, the fire has really been burning.Every day, I pick up another small piece of knowledge. For me, it’s the 1% method:getting just a little bit better every day. And honestly: I’m proud of myself for that. Sometimes we should allow ourselves to celebrate our own consistency.Because I believe that showing up every single day for 2 years is something not many people on Skool have done. I can only encourage everyone:Stay curious. Keep learning. Keep exchanging ideas. At some point, it will pay off.Maybe financially. Maybe professionally.Or maybe simply because it feels good to understand more about this world. But knowledge is only one side of it. The network is the other. Over the past years, I’ve met so many great people.People to learn with, laugh with, discuss ideas with, or even share a beer with. I’m truly grateful to be part of such a large international network full of inspiring people. Thank you. Holger And now: back to learning.
This is a story...For the past 2 years, I’ve been on Skool every single day.
5 likes • 4d
2 years of daily learning, that's real discipline. The network piece is what most people overlook too.
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@muhammed-nafih-4601
Senior Automation Engineer | AI & Workflow Automation Specialist

Active 3d ago
Joined Mar 27, 2025
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