This media is not supported in your browser
VIEW IN TELEGRAM
The future of package delivery is self-driving vehicles paired with humanoids
🇨🇭 Global One SI - Prompt
🚨 A developer built an AI engine that simulates thousands of people to predict the future. It's called MiroFish. You upload a news article, policy draft, or financial report and it spins up a full parallel digital world with thousands of AI agents that have…
This media is not supported in your browser
VIEW IN TELEGRAM
Me realizing that thanks to that Chinese quant kid and MiroFish simulator I can now build the perfect bot that simulates every future scenario and auto-trades #Polymarket.. so I never have to grind for 6 figs again
✍1
🇨🇭 Global One SI - Prompt
Andrej Karpathy just mapped every job in the US economy by AI exposure. 342 occupations scored 0-10. The results are brutal for anyone who works on a screen. Here's what the data shows: 1. 42% of all US jobs score 7 or higher for AI exposure. That's 59.9…
This media is not supported in your browser
VIEW IN TELEGRAM
2022 - student
2023 - developer
2024 - prompt eng
2025 - vibe coder
2026 - AI agent
2027 - plumber
2023 - developer
2024 - prompt eng
2025 - vibe coder
2026 - AI agent
2027 - plumber
🇨🇭 Global One SI - Prompt
🚨 A developer built an AI engine that simulates thousands of people to predict the future. It's called MiroFish. You upload a news article, policy draft, or financial report and it spins up a full parallel digital world with thousands of AI agents that have…
A Chinese student got $4M for an AI that simulates how thousands of people react to any event
Problem: it was Chinese-only and required cloud APIs.
I made it fully local + English
Here's what MiroFish-Offline does and why it matters 🧵
MiroFish is a multi-agent simulation engine: upload any document (press release, policy draft, financial report), and it generates hundreds of AI agents with unique personalities that simulate the public reaction on social media. Posts, arguments, opinion shifts — hour by hour.
The original MiroFish was built for the Chinese market (Chinese UI, Zep Cloud for knowledge graphs, DashScope API). This fork makes it fully local and fully English:
github.com/nikmcfly/MiroFish-Offline
Problem: it was Chinese-only and required cloud APIs.
I made it fully local + English
Here's what MiroFish-Offline does and why it matters 🧵
MiroFish is a multi-agent simulation engine: upload any document (press release, policy draft, financial report), and it generates hundreds of AI agents with unique personalities that simulate the public reaction on social media. Posts, arguments, opinion shifts — hour by hour.
The original MiroFish was built for the Chinese market (Chinese UI, Zep Cloud for knowledge graphs, DashScope API). This fork makes it fully local and fully English:
github.com/nikmcfly/MiroFish-Offline
✍2
This media is not supported in your browser
VIEW IN TELEGRAM
🚨 Are you paying attention right now?
Your parents told you to stay in school so you wouldn't end up a janitor.. You took on $100K in student loans, got a degree, landed a desk job, and felt safe..
Now Karpathy just ran the numbers and the janitor's job is safer than yours..
The entire system told you to move away from physical work and toward screens... Turns out the screen is exactly where AI lives. You walked right into its office.
The safest career in the AI age is the one your guidance counselor told you to avoid..
You should go buy land and start farming.
Your parents told you to stay in school so you wouldn't end up a janitor.. You took on $100K in student loans, got a degree, landed a desk job, and felt safe..
Now Karpathy just ran the numbers and the janitor's job is safer than yours..
The entire system told you to move away from physical work and toward screens... Turns out the screen is exactly where AI lives. You walked right into its office.
The safest career in the AI age is the one your guidance counselor told you to avoid..
You should go buy land and start farming.
✍1
🇨🇭 Global One SI - Prompt
A Chinese student got $4M for an AI that simulates how thousands of people react to any event Problem: it was Chinese-only and required cloud APIs. I made it fully local + English Here's what MiroFish-Offline does and why it matters 🧵 MiroFish is a multi…
This media is not supported in your browser
VIEW IN TELEGRAM
Me after reading how a Chinese student made a future-predicting AI by vibe coding in just 10 days
The U.S. nuclear pipeline now spans 23 active projects and 11.8+ GW of planned capacity, from microreactor groundbreakings to large LWR combined license applications.
Tracker below. Data sourced from NRC, DOE, and project developers.
Key milestones (March 2026):
• TerraPower Kemmerer construction permit issued, first commercial non-LWR permit in 40+ years
• Palisades restart imminent.
• DOE Pilot Program targeting criticality by July 4
• Crane Clean Energy Center (TMI-1) on track for 2027
• Fermi America COLA accepted, first large LWR application in 15+ years
• MARVEL PDSA approved Mar 11, INL microreactor clears path to criticality
$CEG $BWXT $SMR $OKLO $LEU $CCJ
Tracker below. Data sourced from NRC, DOE, and project developers.
Key milestones (March 2026):
• TerraPower Kemmerer construction permit issued, first commercial non-LWR permit in 40+ years
• Palisades restart imminent.
• DOE Pilot Program targeting criticality by July 4
• Crane Clean Energy Center (TMI-1) on track for 2027
• Fermi America COLA accepted, first large LWR application in 15+ years
• MARVEL PDSA approved Mar 11, INL microreactor clears path to criticality
$CEG $BWXT $SMR $OKLO $LEU $CCJ
🇨🇭 Global One SI - Prompt
Most people missed this…. In the span of ten [10] days, three [3] companies quietly assembled what could become the most important ISR architecture in Western defence. March 2: #OndasHoldings ( $ONDS ) invests $10 million in #WorldViewSpace. Partnership…
$ONDS, $PLTR, and World View just revolutionized ISR as we know it👁️🧠⚔️
Most people read the press release, but almost nobody understood what they were reading.
This isn’t a software partnership.
This is Ondas becoming the execution layer of a fundamentally new defense architecture.
👁️ World View is the eyes 👁️
Stratollites operate in the stratosphere, the untapped ISR layer between satellites and aircraft.
They watch the same battlefields and borders for days or weeks at a time.
This is persistent ISR at a scale and cost that simply wasn’t possible before.
🧠 Palantir is the brain 🧠
AIP threads every domain together.
Warp Speed scales the fleet while SkyWeaver processes intelligence directly on the Stratollite.
Decisions are happening at the edge, not after a satellite uplink that may never come.
⚔️ Ondas is the sword ⚔️
Autonomous drones, ground robots, and C-UAS systems comprise the layer that turns persistent sensing into execution.
Without Ondas, this architecture sees everything and does nothing.
With Ondas, it springs into action.
Most people read the press release, but almost nobody understood what they were reading.
This isn’t a software partnership.
This is Ondas becoming the execution layer of a fundamentally new defense architecture.
👁️ World View is the eyes 👁️
Stratollites operate in the stratosphere, the untapped ISR layer between satellites and aircraft.
They watch the same battlefields and borders for days or weeks at a time.
This is persistent ISR at a scale and cost that simply wasn’t possible before.
🧠 Palantir is the brain 🧠
AIP threads every domain together.
Warp Speed scales the fleet while SkyWeaver processes intelligence directly on the Stratollite.
Decisions are happening at the edge, not after a satellite uplink that may never come.
⚔️ Ondas is the sword ⚔️
Autonomous drones, ground robots, and C-UAS systems comprise the layer that turns persistent sensing into execution.
Without Ondas, this architecture sees everything and does nothing.
With Ondas, it springs into action.
✍1
Forwarded from 🛢WTI, Brent Crude Oil, NGAS Trading 📊
This media is not supported in your browser
VIEW IN TELEGRAM
🇺🇸🇮🇷 Trump urging NATO to help secure the Strait of Hormuz reveals the real stakes of this war.
Not regime change.
Not nuclear weapons.
🛢️ Energy flows.
Hormuz carries roughly 20% of global oil and LNG trade, making it the most critical energy chokepoint on the planet.
If the strait stays disrupted:
• Global energy markets destabilize
• Supply chains fracture
• Energy-importing economies, especially Europe and Asia, take the biggest hit
⚠️ The message is clear.
Europe can help secure and reopen Hormuz, or risk watching energy costs crush their economies.
Not regime change.
Not nuclear weapons.
🛢️ Energy flows.
Hormuz carries roughly 20% of global oil and LNG trade, making it the most critical energy chokepoint on the planet.
If the strait stays disrupted:
• Global energy markets destabilize
• Supply chains fracture
• Energy-importing economies, especially Europe and Asia, take the biggest hit
⚠️ The message is clear.
Europe can help secure and reopen Hormuz, or risk watching energy costs crush their economies.
🇨🇭 Global One SI - Prompt
$RKLB/USD H2 #Indicator #Signal #Trading #GlobalOneAI
$RKLB "daughter of the stars" mission is for a low earth orbit position navigation timing (LEO-PNT).
And there's a lot of research and application going on for this exact class of satellite currently. It's not exactly new. But for navigation it can be a potential game changer.
The U.S. Space Force is studying something far larger than the small ESA demonstrators. Their goal is a “resilient PNT” architecture that could complement or back up traditional GPS.
Instead of a few satellites like the current GPS constellation (30ish) satellites), the idea is to build hundreds of satellites in LEO.
Our global positioning satellites are traditionally 20,000km above earth's surface in MEO, leaving us with potential vulnerabilities for being blocked, jammed or spoofed.
Having these satellites 40 times closer to the Earth's surface and having a lot more of them must give us better positioning data.
If you're a space investor I think it's important to look at things from a defense perspective as well as a commercial perspective.
We're going through some tricky times right now on this little planet of ours.
And there's a lot of research and application going on for this exact class of satellite currently. It's not exactly new. But for navigation it can be a potential game changer.
The U.S. Space Force is studying something far larger than the small ESA demonstrators. Their goal is a “resilient PNT” architecture that could complement or back up traditional GPS.
Instead of a few satellites like the current GPS constellation (30ish) satellites), the idea is to build hundreds of satellites in LEO.
Our global positioning satellites are traditionally 20,000km above earth's surface in MEO, leaving us with potential vulnerabilities for being blocked, jammed or spoofed.
Having these satellites 40 times closer to the Earth's surface and having a lot more of them must give us better positioning data.
If you're a space investor I think it's important to look at things from a defense perspective as well as a commercial perspective.
We're going through some tricky times right now on this little planet of ours.
Modern warfare is undergoing a major economic shift.
For most of modern history, military power was built around large, extremely expensive platforms:
• Main battle tanks: $5–10M
• Armored vehicles: $2–5M
• Air defense systems: $15–50M
• Helicopters: $15–40M
• Naval vessels: $100M–$2B
Today, those assets are increasingly vulnerable to low-cost autonomous systems.
Examples from the battlefield:
• $5–10M tank → $500 FPV strike drone
• $2–5M armored vehicle → $5k loitering munition
• $1–3M interceptor missile → $20k attack drone
• $100M+ naval vessel → maritime drone swarm
• $5–20M supply convoy → $10k coordinated drone strike
Across multiple examples the average cost asymmetry is roughly:
4,700 : 1
Key implications:
• Cheap autonomous systems can destroy extremely expensive platforms
• Drone swarms can overwhelm traditional defenses
• Defense procurement models are being forced to adapt
• Military advantage is shifting toward industrial production capacity
Scale now matters as much as technology.
• Ukraine is producing ~4,000 drones per month
• China’s commercial drone industry dominates global manufacturing
• Future conflicts could deploy millions of drones in months
The shift is not only technological — it is industrial.
Behind every drone is a supply chain of strategic materials:
• #Copper → wiring, electronics, motors
• Rare earth elements → magnets, sensors, precision guidance
• #Silver → advanced circuitry and soldering
• #Lithium → batteries and extended range
Modern warfare increasingly begins in a mine and on a production line.
For most of modern history, military power was built around large, extremely expensive platforms:
• Main battle tanks: $5–10M
• Armored vehicles: $2–5M
• Air defense systems: $15–50M
• Helicopters: $15–40M
• Naval vessels: $100M–$2B
Today, those assets are increasingly vulnerable to low-cost autonomous systems.
Examples from the battlefield:
• $5–10M tank → $500 FPV strike drone
• $2–5M armored vehicle → $5k loitering munition
• $1–3M interceptor missile → $20k attack drone
• $100M+ naval vessel → maritime drone swarm
• $5–20M supply convoy → $10k coordinated drone strike
Across multiple examples the average cost asymmetry is roughly:
4,700 : 1
Key implications:
• Cheap autonomous systems can destroy extremely expensive platforms
• Drone swarms can overwhelm traditional defenses
• Defense procurement models are being forced to adapt
• Military advantage is shifting toward industrial production capacity
Scale now matters as much as technology.
• Ukraine is producing ~4,000 drones per month
• China’s commercial drone industry dominates global manufacturing
• Future conflicts could deploy millions of drones in months
The shift is not only technological — it is industrial.
Behind every drone is a supply chain of strategic materials:
• #Copper → wiring, electronics, motors
• Rare earth elements → magnets, sensors, precision guidance
• #Silver → advanced circuitry and soldering
• #Lithium → batteries and extended range
Modern warfare increasingly begins in a mine and on a production line.
✍1
Across history, global power has usually followed a simple rule:
Control the key resource of the era.
• Rome built its empire on iron
• Spain dominated global trade through silver
• Britain rose with coal during the Industrial Revolution
• The United States led the 20th century through oil
Each technological era had a strategic resource behind it.
And the nations controlling that resource gained:
• industrial capacity
• economic dominance
• military superiority
Now a new era is emerging.
Modern technologies depend on a different group of materials:
• Copper → electrification & power grids
• Rare earth elements → sensors, guidance, defence tech
• #Lithium → batteries & energy storage
• #Uranium → nuclear power & energy security
• #Silver → advanced electronics & AI infrastructure
Key takeaways:
• The resource changes, but the pattern repeats
• Strategic minerals are becoming the backbone of modern power
• Supply chains for these metals will shape the next geopolitical cycle
• The next generation of technology — AI, defence systems, electrification — starts in a mine
Control the key resource of the era.
• Rome built its empire on iron
• Spain dominated global trade through silver
• Britain rose with coal during the Industrial Revolution
• The United States led the 20th century through oil
Each technological era had a strategic resource behind it.
And the nations controlling that resource gained:
• industrial capacity
• economic dominance
• military superiority
Now a new era is emerging.
Modern technologies depend on a different group of materials:
• Copper → electrification & power grids
• Rare earth elements → sensors, guidance, defence tech
• #Lithium → batteries & energy storage
• #Uranium → nuclear power & energy security
• #Silver → advanced electronics & AI infrastructure
Key takeaways:
• The resource changes, but the pattern repeats
• Strategic minerals are becoming the backbone of modern power
• Supply chains for these metals will shape the next geopolitical cycle
• The next generation of technology — AI, defence systems, electrification — starts in a mine
✍1