πŸ‡¨πŸ‡­ Global One SI - Prompt
466 subscribers
13.4K photos
4.38K videos
23 files
2.42K links
πŸŽ—GLOBAL ONE is a live super intelligence (SI) built on real-time dataβ€”designed for decisions. Currently focused on global financial markets

t.me/Prompts_SI @Global_one - Software/Developer/Programmer - Globalone.ch - Prompt - AI - Super Intelligence
Download Telegram
⚠️In just 5 years, the world burned through nearly 300 YEARS of rare earth supply.

The clock on the metals that run modern life is moving faster than anyone admits.

This chart tracks how many years of supply life are left for key commodities, from 2020 to 2025.

Rare earth metals collapsed from 500 years of supply to just 218.

Lithium fell almost as hard, from 255 years to 128.
The battery metal halved its runway.

Uranium dropped from 121 years to 90, as nuclear demand quietly accelerates.

Even oil ticked down, from 61 years to 58.

The transition metals tell the real story.
Cobalt fell from 50 to 39.
The energy transition eats its own fuel.

The metals powering EVs, batteries, and AI are depleting fastest.

This is why critical minerals are becoming an investment story, not just an industrial one.

Scarcity is the trade of the next decade. The resources running out fastest are the ones the future needs most.
UBS says 60% of companies now watching AI budgets are moving to cheaper models and open-source Chinese models

The pressure is coming from extreme bills, including users spending up to $35K/month, teams exceeding quotas by 200%, and companies cutting internal AI tools from 5 to 2.

Companies are not abandoning AI, they are using model routing, which sends easy tasks to cheaper models and saves premium models for hard reasoning, code, and long-context work.

Chinese open-source models such as Qwen, DeepSeek, MiniMax, GLM, and Kimi now fit the enterprise cost curve because they can be run locally or used through cloud catalogs.
πŸ‘€1
AI tokens are being resold on the black market.

Chinese resellers are offering Claude tokens at 70% off the Claude API price.

They're also harvesting "free trial" Codex accounts and selling their usage at scale.

Official news from YC.

Insane.
πŸ‘€1
This media is not supported in your browser
VIEW IN TELEGRAM
You are f*cking due for a big win bro keep your foot on the throttle Your time is coming
πŸ‡¨πŸ‡­ Global One SI - Prompt
X-BAT's not just going where the wind takes it. The team is pushing X-BAT through thousands of wind tunnel test conditions, evaluating how it performs as the environment changes. The goal: a prototype engineered for stability, resilience, and mission success…
This media is not supported in your browser
VIEW IN TELEGRAM
Shield AI has unveiled the X-BAT, a fully autonomous jet-powered aircraft that can take off and land vertically without a runway.

The aircraft can fly at altitudes of up to 50,000 feet and has a range of around 2,000 nautical miles.

Powered by Hivemind AI software, X-BAT is designed to carry out complex missions, operate in swarms, and work alongside piloted aircraft.
AI race is getting bigger..

CHINA UNVEILS ITS OWN AI RIVAL TO ANTHROPIC'S MYTHOS πŸ‘€

China's 360 security technology has introduced Yitian Tulong, a new AI cybersecurity platform designed as a domestic alternative to Anthropic's Mythos.

Company unveiled 2 powerful AI systems"

> Tulongfeng: An AI model that automatically discovers software vulnerabilities and has reportedly identified 3,432 vulnerabilities, including 105 verified by Chinese authorities.

> Yitianzhen: An AI-powered cyber defense system that helps detect threats, automate security operations, and respond to cyberattacks.

They're doing everything to stay in the race and even get ahead! The world is moving faster than ever!
πŸ‡¨πŸ‡­ Global One SI - Prompt
We've never seen anything like the product price increases announced today by Apple and Microsoft. Tim Cook: "I haven't seen anything like it in any area in over 40 years" Elon Musk agrees. The AI data center boom is driving a massive wave of consumer inflation.
Elon Musk just called the current AI chip price surge "the biggest price jump in anything I've ever seen."

Elon Musk said the production shortfall relative to demand is insane and that much higher production is needed.

This means the AI chip boom is not peaking yet. It is still in its early phase, with years of price pressure still ahead before supply catches up.
🐳1
🚨 AI MAY BE TRIGGERING THE THIRD WAVE OF INFLATION.

Even Tim Cook said this cost jump is something he hasn't seen in over 40 years in the business.

Tariffs can get negotiated. Oil prices can reverse when supply catches up. But this one doesn't work that way.

AI infrastructure spending isn't a price shock, it's a demand shock that's still in its early.

The five biggest hyperscalers are spending $741 billion this year, up 75% from last year, and most of that money hasn't even hit the ground yet.

That means the price pressure happening right now is just the opening phase, not the peak.

The mechanism is simple: AI needs memory chips. So does everything else.

Phones, consoles, cars, laptops all draw from the same limited chip supply, so when AI scales up its orders, it doesn't just raise AI costs, it raises the cost of nearly every electronic product on the market.

That's playing out in real time today.

Apple and Microsoft both announced price hikes on MacBooks, iPads, and Xbox consoles, the same day, citing the same memory shortage.

Nintendo and Sony already did the same thing weeks earlier.

This isn't an isolated company passing on costs, it's an entire hardware industry repricing around the same input shortage simultaneously.

The bet from the Fed is that AI eventually pays for itself through productivity gains that push inflation back down.

That bet might be right eventually. But UBS says that payoff is still years out, while the price increases are happening now.

Which means the Fed is being asked to hold rates steady or higher through a multi year stretch where the thing supposed to eventually fix inflation is actively making it worse in the meantime.

That's a much harder position for Warsh to defend than the temporary tariff and oil shocks the Fed has navigated so far.
✍1
πŸ‡¨πŸ‡­ Global One SI - Prompt
Let this actually sink in: The most powerful closed models on earth now require federal sign-off, one user at a time. AI might've just hit its first real wall for progression. Meanwhile, open-source models (like GLM-5.2 and Sakana Fugu): β†’ Can't be…
Here’s a fun comparison between GLM 5.2 and Opus 4.8 on a one-shot reproduction of the SDPO paper

This is a hard task: the model must resolve messy verl issues and then run ablations to completion and confirm the paper’s claims.

- GLM 5.2 costs $6.21 while Opus 4.8 cost us $46.35

- Both models spent a bulk of their tokens resolving initial verl issues. GLM 5.2 attempted 14 failed runs before first success while Opus 4.8 attempted 9 runs.

- GLM 5.2 surprisingly took 2.65M tokens (excl re-reads) compared to 4.53M tokens for Opus 4.8
πŸ‘¨β€πŸ’»1
The future of AI is undoubtedly open-sourced.

For 99% of people, the top open-weight models can already handle all your daily needs.

Imo, the best thing you can do right now is run a "barbell" approach for your AI usage:

Intial 10% and planning phase: Use frontier intelligence (Opus/GPT)

Gruntwork and the middle 80%: Switch to open-weight model (GLM, Kimi)

Final 10% and review: Switch back to froniter intelligence to verify

Best of both worlds - cost efficiency + intelligence.
✍1
This media is not supported in your browser
VIEW IN TELEGRAM
How it feels to argue in your head while having two different mindsets
China Robotics Startup Map 2026

➀ China Robotics:
β€’ 2000+ robotics startups
➝ 50+ humanoid robot companies
➝ $13B+ funding from 2015 to 2025

β€£ Humanoid robots
➝ Unitree
➝ AgiBot
➝ Fourier
➝ EngineAI

β€£ Industrial robots
➝ Estun
➝ Efort
➝ Siasun

β€£ Service robots
➝ Pudu
➝ Keenon
➝ OrionStar

β€£ Core components
➝ Inovance
➝ Han’s Robot
➝ LEADOR

β€£ AI and robot software
➝ Megvii
➝ RealAI
➝ DEEP Robotics

β€£ Main hubs
➝ Beijing
➝ Shanghai
➝ Shenzhen
➝ Suzhou
➝ Hangzhou
➝ Dongguan

The important part is not only the humanoid body.

China is building the full robotics stack around it.

Hardware.
AI software.
Components.
Factories.
Supply chain.
Capital.
Pilot deployments.

That is where the real robotics race is moving.
β€œThey will tell you it’s all over, it’s important you don’t believe them”
This media is not supported in your browser
VIEW IN TELEGRAM
Pov: The failure of the family arrives at the family dinner