Claude Opus 4.7 diagnosed 3 production bugs in my SaaS like a senior engineer, then tried to render a UI widget and shit raw <ask_user_input_v0> XML into the chat.
Went from "this AI is a wizard" to "me clod, me like stick" in one response.
Let me explain what just happened, because I don’t think people realize how INSANE this is.
> Cortical Labs put 200,000 real human brain cells onto a silicon chip and trained them to play Doom in just one week.
> Each CL1 system costs $35,000.
> A rack of 30 units consumes only 850–1,000 watts combined.
> The human brain operates on 20 watts.
> Large AI training clusters burn through megawatts.
>Backed by In-Q-Tel.
115 units began shipping in 2025.
> Cortical Labs is selling “Wetware as a Service” through Cortical Cloud, letting developers deploy code remotely to living human neurons with no lab required,
> priced like a software subscription but powered by real brain cells grown from adult skin and blood samples.
> it isn’t about gaming, it’s about biological computing that could eventually outperform traditional silicon in energy efficiency and adaptability.
This is getting really scary and we’re still at the very beginning.
Google has a FREE tool that shows you EXACTLY how it reads your content, it was around before ChatGPT and most SEOs have never even opened it..
Go to: https://t.co/f9x9vVw2Kl and scroll to the "Try the API" box, then paste in your page content and click "Analyze"
Google will show you:
- Every ENTITY it detected (people, places, brands, concepts)
- The SALIENCE score for each (how important Google thinks that entity is to your page)
- The CATEGORY it assigned your content to
Now do the same thing with the #1 ranking page for your keyword...
Compare the two. You'll see:
- Entities they mention that you don't (add them)
- Their top entity has 0.85 salience, yours has 0.3, you need to mention your primary topic more prominently and earlier in the content
- How Google categorizes the pages (e.g. My piece is categorized as SEO, HowTo/Expert Content, Marketing and Web Design/Dev, I want it to be the same categorization as the other ranking pages.
You can also just save both of the outputs (Save the page or print as a PDF) and ask AI to compare the two for you with recommendations!
This is literally Google telling you what it thinks your page is about vs what it thinks the page that's outranking you is about. The gap between those two outputs IS your content optimization checklist.
You don't need ANY expensive subscriptions, it literally takes a few minutes per page, and it's the closest thing to seeing your content through the eyes of the algo that exists because it IS Google's own NLP model.
🔥🚨BREAKING: Former President Obama just confirmed aliens are real on a podcast.
"Are aliens real?"
Obama: "They're real, but I haven't seen them. They're not being kept in uh what is it? Area 51.
We know the algorithm is dumb and needs massive improvements, but at least you can see us struggle to make it better in real-time and with transparency.
No other social media companies do this.