Insights
Founder and builder perspectives on AI tools, thinking patterns, and the new way of working
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4 Dollars In, 20 Dollars Out: Pricing Muse Wonder Against Sol and Opus 5.5
Muse Wonder costs $4 per million input tokens and $20 per million output through Meta's API. How that stacks against GPT-6 Sol and Opus 5.5, and what it doesn't tell you.
A Feature or a Risk? What Musk's Grokipedia Post Didn't Say
Elon Musk announced Grok Bots now run Grokipedia's pipeline. He didn't say how the system handles contested claims or fast-moving news. That gap is the real story.
A Short Seller's Numbers: Why Hunterbrook's Disclosure Matters Here
The most detailed download and DAU data on Muse's first month came from a publisher whose affiliated fund was short Meta stock. That doesn't make the numbers false — but it has to be said.
Active Focus: The Feature That's Supposed to Stop Muse From Giving Up
Meta says Muse Wonder's Active Focus keeps pursuing a goal through difficulty and recovers from errors instead of stalling. Here's what that claim actually covers, and what it doesn't.
Built at Prometheus: Meta's Ohio Data Center and the Compute Behind Wonder
Muse Wonder was trained at Meta's Prometheus data center in central Ohio. Here's what that facility is, why it matters for the timing of this release, and what's still unconfirmed.
Can a Dot Use a Third-Party Plugin Yet? The Unconfirmed Middle Ground
A dot can reach thousands of apps through OpenAI's own plugin ecosystem. Whether it can use a genuinely third-party plugin is a different, unresolved question.
Did Muse Downloads Really Fall? Reading the TickerTrends Report Carefully
A report pegs Muse's daily downloads down 21% from their peak and DAU growth slowing sharply. The numbers are real. Reading them correctly takes more care than the headline.
Dots on Mobile: The Confused Rollout Nobody at OpenAI Explained
Two guides, two weeks apart, disagree on whether you can create a dot from your phone. Neither is OpenAI's own documentation, and that's the actual story.
Dots vs Grok Bot vs Muse, One Month Later: What Actually Shipped
One month after three always-on agents collided into the market in the same three weeks, the gap between them has widened — in genuinely different directions.
Enterprise Dots, Still Off by Default: Who Is Actually Testing Them
Three weeks after launch, enterprise access to dots is still admin-gated and slower than the consumer rollout. Here's what that actually means in practice.
Fact-Checked by Grok: What That Caption Actually Promises
Every Grokipedia article carries a 'fact-checked by Grok' caption with a review date. Here's exactly what that line does and doesn't verify.
Finances in ChatGPT Expands to Free and Go: A Dot Business Model Hint?
OpenAI quietly widened Finances in ChatGPT to Free and Go users in the US. It's not a dots feature on paper, but it hints at where the pricing conversation is heading.