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Most automation fails not because of tools but because teams automate the wrong tasks.
Automate repetitive low impact work but leave decision making strategy and creative thinking human That’s where real leverage happens.
Claude didn’t just go down.
Every model blinking red at the same time makes this feel less like a random outage, and more like Anthropic is in the middle of something bigger.
Claude Sonnet 4.6 is literally failing to say “hi” right now.
API errors. Retries. Outages.
Honestly, this makes me wonder one thing.
Is Anthropic quietly preparing Claude Sonnet 5?
Because every time a frontier model starts acting unstable, people call it "downtime."
But sometimes it feels like the calm before a model shift. Claude already became the dev world’s favorite.
Because if Sonnet 5 is next, I don’t think the story will just be "better benchmarks." It will be about reliability, coding, agents, and whether Claude can become the default AI teammate for real work.
Anthropic has everyone’s attention right now.And honestly, this outage just made people watch even closer.
Claude Sonnet 4.6 is literally failing to say “hi” right now.
API errors. Retries. Outages.
Honestly, this makes me wonder one thing.
Is Anthropic quietly preparing Claude Sonnet 5?
Because every time a frontier model starts acting unstable, people call it "downtime."
But sometimes it feels like the calm before a model shift. Claude already became the dev world’s favorite.
Because if Sonnet 5 is next, I don’t think the story will just be "better benchmarks." It will be about reliability, coding, agents, and whether Claude can become the default AI teammate for real work.
Anthropic has everyone’s attention right now.And honestly, this outage just made people watch even closer.
While everyone was talking about Fugu’s benchmarks…
I was studying how it actually works.
And this is the part most people missed:
Sakana’s Fugu isn’t just another Japanese AI model. It’s an AI model that manages other AI models. Instead of trying to beat GPT, Claude, or Gemini with one giant brain.
Fugu acts like a conductor.
It can:
– pick the right model for the task
– assign different agents different roles
– combine their outputs
– revise the strategy if the first answer isn’t good enough
– even call itself again to improve the workflow
The future of AI might not be one mega model doing everything. It might be smaller models that know how to organize the best models around them.
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API.
Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.
Try it: https://t.co/hhO6qTawgb 🐡