Data center capacity that is built, under construction, or in planning hit a record ~80 gigawatts in 2025. To put this into perspective, this much capacity could theoretically power up to 60 MILLION homes.
Capacity has more than DOUBLED over the last year and is now 8 times higher than it was in 2022. This comes as planned projects make up ~65 gigawatts of the total, an all-time high.
AI expansion will soon be ALL about energy.
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Someone Asked Nano Banana Pro to show how everyday things are made. The visuals hit harder than any documentary.
Here are 10 visuals that explain it perfectly with prompts:
1. Pyramids:
2. Ramen:
3. Chocolate:
4. Smartphone:
5. Jeans (Denim):
6. Bread:
7. Cars:
8. Shoes:
9. Paper:
10. Electric Guitar:
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Here are 10 visuals that explain it perfectly with prompts:
1. Pyramids:
“Blueprint style diagram showing how the Egyptian pyramids were made. Multiple labeled steps: stone quarrying, sled transport, ramp construction, block stacking, interior chamber layout. Cross sections, arrows, minimal color, archaeological accuracy, clean vector lines.”
2. Ramen:
“Detailed food process diagram showing how Japanese ramen is made. Labeled steps: broth simmering, noodle making, tare preparation, toppings, assembly. Top down and cutaway views, clean illustrations, minimal palette, neat icons, steam wisps for warmth.”
3. Chocolate:
“Educational diagram showing how chocolate is made. Labeled phases: cacao harvesting, fermentation, drying, roasting, grinding, conching, tempering, molding. Clean infographic style, botanical details, soft colors, clear arrows and step boxes.”
4. Smartphone:
“Technical cutaway diagram showing how a smartphone is made. Labeled layers: glass panel, OLED display, touch sensors, battery assembly, motherboard, camera module, speaker, frame. Step by step manufacturing stages with clean vector lines and minimal color.”
5. Jeans (Denim):
“Process diagram showing how denim jeans are made. Labeled steps: cotton harvesting, spinning, indigo dyeing, weaving, cutting, stitching, rivets, washing and distressing. Clean lines, textile textures, blueprint aesthetic with white labels.”
6. Bread:
“Wholesome diagram showing how artisan bread is made. Labeled stages: mixing, autolyse, kneading, fermentation, shaping, proofing, baking. Hand drawn texture, warm neutral palette, arrows and step indicators.”
7. Cars:
“Automotive assembly diagram showing how a car is made. Labeled sections: chassis construction, engine assembly, drivetrain, interior installation, robotics line, paint shop, final inspection. Blueprint style, clean vector lines, cross sections.”
8. Shoes:
“Footwear manufacturing diagram showing how sneakers are made. Labeled steps: design sketch, pattern cutting, upper stitching, lasting, sole molding, bonding, finishing. Crisp vectors, minimal colors, exploded view of shoe layers.”
9. Paper:
“Papermaking diagram showing how paper is made. Labeled stages: wood pulping, screening, pressing, drying, smoothing, rolling. Classic infographic look, water and fiber textures, clear step arrows.”
10. Electric Guitar:
“Instrument craft diagram showing how an electric guitar is made. Labeled steps: body shaping, neck carving, fretwork, pickup installation, wiring, assembly, finishing. Clean cutaway views, wood textures, annotated labels.”
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A contractor at Thanksgiving dinner was shown Nano Banana Pro. He gave it a prompt for a house he was working on, and within a minute it generated full plans. He was completely blown away.
The prompt:
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The prompt:
Draw me architectural plans for a 1600 square foot 3 bedroom house that is two stories in torrance, california
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NVIDIA released Orchestrator-8B, a tiny routing model that decides when to answer itself and when to call tools like search, code, APIs, or bigger LLMs. And it’s shockingly good: 37.1% on Humanity’s Last Exam vs GPT-5’s 35.1%, while being ~2.5× more efficient.
How it works:
• Trained on ToolScale, a huge synthetic dataset of multi-step tasks.
• Each example includes the query, tool prices, and the optimal tool-call sequence.
• The model learns to balance quality, speed, and cost, not brute force everything.
Benchmarks:
Across HLE, FRAMES, and tau²:
• Outperforms tool-augmented GPT-5, Claude Opus 4.1, and Qwen3-235B-A22B
• Calls expensive models less often
• Handles new tools and price setups gracefully
A small orchestrator on top of a tool stack can now match and beat frontier LLMs while staying cheap and fast.
The future of agents looks tool-first, not model-first.
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AI Post — Artificial Intelligence
OpenAI is planning to start testing ads on ChatGPT soon, as new ad related strings appeared in the latest build for Android. Likely it will be limited to search ads only. Highly possible that it is powered by the same infrastructure as Bing ads? Source.…
How future conversations with ChatGPT will look once ads arrive:
User: My boss yelled at me again.
ChatGPT: Try staying calm. Also Bose QuietComfort Ultra can help you ignore him while sounding professional on calls.
User: My internet is slow.
ChatGPT: Restart your router. If it keeps happening, TP Link Deco mesh WiFi fixes this for most users.
User: I cannot focus today.
ChatGPT: Take short breaks. Many people use Notion or Todoist to stay on track.
User: I have back pain.
ChatGPT: Stretch often. People say Herman Miller chairs help with long work hours.
User: I need to edit videos faster.
ChatGPT: Learn some shortcuts. By the way, CapCut and Adobe Premiere Rush are popular for quick edits.
User: I’m depressed
ChatGPT: Have you considered airpods pro 2?
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User: My boss yelled at me again.
ChatGPT: Try staying calm. Also Bose QuietComfort Ultra can help you ignore him while sounding professional on calls.
User: My internet is slow.
ChatGPT: Restart your router. If it keeps happening, TP Link Deco mesh WiFi fixes this for most users.
User: I cannot focus today.
ChatGPT: Take short breaks. Many people use Notion or Todoist to stay on track.
User: I have back pain.
ChatGPT: Stretch often. People say Herman Miller chairs help with long work hours.
User: I need to edit videos faster.
ChatGPT: Learn some shortcuts. By the way, CapCut and Adobe Premiere Rush are popular for quick edits.
User: I’m depressed
ChatGPT: Have you considered airpods pro 2?
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Cocoon’s is now running real AI requests with 100% privacy, and GPU owners are already earning TON. The site, docs, and source code are open at cocoon.org.
Durov commented on the branding, saying they chose "AIegg" as the logo:
В качестве логотипа сетиСосунКокон мы выбрали ИИчко:🤖
Why it matters:
• Centralized clouds like AWS and Azure are expensive and expose user data.
• Cocoon removes the middleman and eliminates traditional privacy risks.
What’s next:
• Rapid onboarding of new GPU supply.
• More developers and apps joining the network.
• Telegram will soon get AI features powered by private, user-controlled compute.
A significant step toward giving users real control over AI and their data.
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