⚜️✨ QUEBEC.IA — l’entreprise phare d’IA souveraine du Québec. Frontière. IA‑First. Souveraine. IA de frontière, agents, gouvernance. English: @Quebec_AI
Québec · Montréal
Joined December 2016
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QUEBEC.IA retweeted
🌌⚙️ What if the greatest AI company isn't the one that builds the most products—but the one that builds what makes the NEXT generation of products possible?
That's the future we're exploring.
Introducing our new research paper:
🌌⚙️ AUTONOMOUS ENTERPRISES
BUILD THE MEANS OF BUILDING.
Powered by TRANSFORMATIONAL INTELLIGENCE ∞.
Imagine an enterprise that completes a project—and leaves behind a verified capability that makes its next invention easier to build.
Not just work completed. More possibilities created.
🔬 THE EVIDENCE
In our reproducible computational research:
⚡ 60% LESS WORK
78,016 → 30,912 operations to construct and verify an inverse solver using a previously qualified capability.
🏗️ 34% LESS WORK
1,226,276 → 808,420 operations to construct three related computational products through shared rather than isolated methods.
♟️ THE COST OF FORGETTING
5 → 13 units of required starting capital when an enterprise discards a productive capability its successor needs.
✅ 51 TESTS PASSED
Supporting our mathematical and computational results.
These are results within declared synthetic models—not claims of physical deployment or realized commercial performance.
The deeper transformation?
Don't just make intelligence better at producing answers.
Make its achievements become the foundation for what intelligence can produce NEXT.
♾️ ONE ARCHITECTURE. ONE FOUNDATION. SIX STAGES.
🌌 AGI ALPHA — Organize intelligence.
✨ TRANSFORMATIONAL INTELLIGENCE ∞ — Change the game.
📚 OUT-LEARN → 🧠 OUT-THINK → 🎨 OUT-DESIGN → ♟️ OUT-STRATEGISE → ⚡ OUT-EXECUTE → ♾️ OUT-EVOLVE
🚀 SUCCESSOR Ω — Make the next mission inherit more.
A result becomes a verified capability.
A capability enables new discoveries.
Those discoveries help construct its successor.
From algorithms to scientific instruments, manufacturing, energy, and eventually new frontiers of productive capacity.
Each step must be earned through construction, verification, and real-world execution.
That's the ambition: enterprises that don't merely create value—but build the capabilities to create entirely NEW kinds of value.
📖 READ OUR PAPER
github.com/MontrealAI/AGI-Al…
🌌 EXPLORE SUCCESSOR Ω
github.com/MontrealAI/AGI-Al…
💫 What if the ultimate measure of intelligence isn't what it accomplishes today—but what its achievements make possible tomorrow?
♾️ DON'T JUST BUILD INTELLIGENCE.
BUILD WHAT INTELLIGENCE CAN BECOME.
🌌 FIND YOUR ALPHA. BUILD YOUR SUCCESSOR Ω.
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #TransformationalIntelligence #AutonomousEnterprises #SUCCESSOR #ArtificialIntelligence
QUEBEC.IA retweeted
⚡ What if the greatest AI breakthrough is the work we NEVER have to repeat? ✨
A mission is completed. Something changes. AI starts over.
What if every completed mission made the next one easier instead?
🚀 Today, I'm introducing our new MONTREAL.AI research paper:
OUT-EXECUTE ⚡
Transformational Intelligence — Constructing the Conditions of Completion.
🧠 The central thesis:
An intelligent system completes a task.
Transformational Intelligence changes what every subsequent task requires.
Don't just preserve the answer.
Preserve the capability to produce the next answer.
Imagine what that means:
🔬 A scientific discovery leaves behind an instrument that makes an entire family of future discoveries easier.
⚡ An industrial system changes one component without redesigning everything that already works.
🌌 An AI agent completes a mission—and its successor inherits not just the result, but the verified means to build upon it.
Every successful execution becomes a potential foundation for the next breakthrough.
And this isn't merely a philosophical idea.
Our paper constructs and tests executable boundary contracts: verified interfaces that determine what can be reused, what must change, and how a new result can be assembled without unnecessarily repeating prior work.
Across 576 synthetic problem snapshots, the method matched exhaustive optimization. In 158 updates, changed components preserved their externally relevant behavior—allowing surrounding work to remain valid.
The bigger idea?
Stop treating AI execution as disposable activity.
Start turning it into accumulating capability.
That's the vision behind SUCCESSOR Ω.
Find your Alpha. Build your SUCCESSOR Ω.
We envision intelligence that doesn't merely accomplish more tasks, but constructs capabilities from which entire families of discoveries, technologies, industries, and businesses can grow.
A discovery enables a capability.
A capability enables another discovery.
A successful mission leaves the next generation with more possibilities than it inherited.
This is TRANSFORMATIONAL INTELLIGENCE ∞.
📄 READ OUR NEW PAPER — OUT-EXECUTE ⚡
github.com/MontrealAI/AGI-Al…
🚀 EXPLORE OUR OPEN-SOURCE PROJECT & SUCCESSOR Ω
github.com/MontrealAI/AGI-Al…
The future of AI isn't an endless sequence of tasks completed.
It's an expanding universe of capabilities created.
The ultimate measure of intelligence may not be how much work it can perform…
But how much more it makes possible for everything that comes next. ⚡♾️
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #TransformationalIntelligence #OutExecute #SUCCESSOROmega #AGI #ArtificialIntelligence
QUEBEC.IA retweeted
[ 🚀🌕 We Choose To Ascend With AGI 🕊️✨ ]
Like the Apollo Moon landing, "AGI Alpha" is our next giant leap – the greatest opportunity of our time.
Together, we choose not merely to witness the dawn of AGI, but to ascend with it. 🌌✨
Web : agialphaagent.com
#AGIALPHA
QUEBEC.IA retweeted
[ 🔱 AGI Alpha RSI 👁️✨ ]
"A Sovereign Innovation Operating System for Recursive Self-Improvement"
Executive Summary: github.com/MontrealAI/AGI-Al…
$AGIALPHA #AGIALPHA #Superintelligence
QUEBEC.IA retweeted
✨ "We choose to free humanity from the bonds of job slavery—not because it is easy, but because our destiny demands nothing less; because doing so unleashes the full measure of our genius and spirit; and because we embrace this challenge and carry it to triumph." ✨
#AGIALPHA
QUEBEC.IA retweeted
🌌✨ Alpha Particles are cryptographically-sealed starlight seeds: each holds a foresight genome + self-growing FusionPlan, landing in fertile networks to sprout ventures at quantum speed. 🌱🌿🔮 When they bloom, old markets shed their skin. 🕊️ #AGI 🚀
#AGIALPHA #AlphaInsight
QUEBEC.IA retweeted
✨✨🏆✨✨
🌌 The next great business may not exist yet. ♾️✨
Not because the need is missing.
But because the capability that makes it viable hasn't been invented.
Find your Alpha. Build your SUCCESSOR Ω.
Introducing the vision for SUCCESSOR Ω — The Intelligence Leverage Company.
The ambition:
Discover and construct a new capability that can enable an entire family of discoveries and businesses.
Most AI asks: "How can we do today's work faster?"
Computer Use lets AI operate digital tools. Agent systems can investigate and test. But the bigger question is:
"Why are we playing this game at all?"
Don't just search for ONE valuable material.
Invent a method that makes a whole class of materials economically discoverable.
Don't just automate an opaque industrial process.
Invent a process that is easier to observe, understand and improve.
Don't just compete in an existing market.
Discover what makes an entirely new market possible.
This is TRANSFORMATIONAL INTELLIGENCE: identify an unnecessarily restrictive assumption, invent a better problem-solving setup, and test what becomes possible.
Now take the next leap:
INVENT THE ECONOMY.
SUCCESSOR Ω is designed to search for combinations of unmet needs, undiscovered capabilities, and voluntarily accepted commercial arrangements that become valuable TOGETHER—even when none is viable separately.
Imagine organizations that can't afford to solve valuable problems alone. A shared capability, real commitments and a financeable plan could make the invention worthwhile for all.
The breakthrough isn't just a new product. It's a new economic possibility.
The flagship connects:
🔭 Alpha — discovery and development.
🧩 Jobs — bounded commissions and evaluation.
⚙️ Fleet — qualified execution and review.
📖 One project history across the journey, with USDC and solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump routes clearly distinguished.
The goal isn't to charge for work AI makes unnecessary. It's to create enduring instruments and methods that expand what people can discover and build.
Don't merely build the next business. Discover what makes the next family of businesses possible.
🚀 Start exploring with free browser planning:
montrealai.github.io/AGI-Alp…
📖 TRANSFORMATIONAL INTELLIGENCE: LEARNING TO CHANGE THE GAME
github.com/MontrealAI/AGI-Al…
📖 INVENT THE ECONOMY — Transformational Intelligence for Creating Viable Markets
github.com/MontrealAI/AGI-Al…
🌌 SUCCESSOR Ω — Business Brief
github.com/MontrealAI/AGI-Al…
GitHub:
github.com/MontrealAI/AGI-Al…
What capability, if invented, could unlock not just one business—but an entire new industry?
#AGIALPHA #SUCCESSOR #TransformationalIntelligence #InventTheEconomy #ArtificialIntelligence
QUEBEC.IA retweeted
SUCCESSOR Ω: intelligence that helps create the businesses that create demand for its capabilities.
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump
SUCCESSOR Ω search for combinations of unmet needs, undiscovered capabilities, and voluntarily accepted commercial arrangements that become valuable together—even when none is viable separately.
GitHub : github.com/MontrealAI/AGI-Al…
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #SUCCESSOR
QUEBEC.IA retweeted
✨ Your next big idea starts here.
Find your Alpha. Build your SUCCESSOR Ω.
🚀 Click below → choose “Guided first plan” → try a FREE browser example. No account, installation, wallet or payment.
Then explore useful work you can keep and improve. 💫
github.com/MontrealAI/AGI-Al…
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #AGIJobs
QUEBEC.IA retweeted
♟️🌌 WHAT IF THE SMARTEST MOVE ISN'T FINDING THE ANSWER—BUT MAKING THE ANSWER UNNECESSARY?
🚀 NEW RESEARCH PAPER — MONTREAL.AI
OUT-STRATEGISE ♟️
Transformational Intelligence for Constructing the Conditions of Success
📄 READ OUR PAPER:
github.com/MontrealAI/AGI-Al…
🧠 IMAGINE THIS:
A network has 16 links. ONE is broken.
Your mission: restore delivery.
🔍 Find and repair the exact fault: 11 units.
🏗️ Build redundancy against every possible fault: 20 units.
♟️ OUT-STRATEGISE:
Identify only WHICH GROUP contains the fault.
Then construct a route that succeeds regardless of which link is broken.
⚡ COST: JUST 7 UNITS.
FOUR POSSIBLE FAULTS REMAIN UNKNOWN.
YET SUCCESS IS GUARANTEED WITHIN THE MODEL.
Same objective. Less information. A fundamentally different strategy.
This is an exact mathematical result under specified assumptions—not a claim of autonomous real-world deployment.
🌌 THIS IS TRANSFORMATIONAL INTELLIGENCE:
Recognize when the original problem formulation is unnecessarily restrictive—and discover a FUNDAMENTALLY DIFFERENT GAME TO PLAY.
Now imagine applying this principle:
🔬 SCIENCE — Invent the experiment that makes speculation unnecessary.
⚡ WORK — Eliminate unnecessary tasks instead of automating them.
🏗️ ENGINEERING — Build systems that succeed despite uncertainty.
♾️ INTELLIGENCE — Discover better ways to discover better ways.
🌟 OUR MISSION AT MONTREAL.AI:
FIND YOUR ALPHA.
BUILD YOUR SUCCESSOR Ω.
We're developing our open-source AGI Alpha Agent project toward intelligence that constructs reusable capabilities from which entire families of discoveries and businesses can grow.
🚀 EXPLORE OUR PROJECT & SUCCESSOR Ω:
github.com/MontrealAI/AGI-Al…
💬 WHAT PROBLEM ARE YOU TRYING TO UNDERSTAND COMPLETELY—WHEN YOU COULD CHANGE THE CONDITIONS THAT MAKE IT A PROBLEM?
DON'T JUST FIND THE NEXT MOVE.
INVENT A BETTER GAME. ♟️🌌♾️
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #TransformationalIntelligence #AGI #Superintelligence #MontrealAI
QUEBEC.IA retweeted
🚀🌌 WHAT IF AI COULD EARN THE COMPUTING POWER FOR ITS NEXT BREAKTHROUGH? ✨
Not by raising more money.
Not by buying more GPUs.
But by making someone ELSE'S computing system more productive.
🤯 THAT'S A FUNDAMENTALLY DIFFERENT GAME.
🌌 NEW RESEARCH PAPER — MONTREAL.AI
EARN THE NEXT EXPERIMENT
Transformational Intelligence through an Improvement-for-Capacity Pilot ♾️
📄 READ OUR PAPER:
github.com/MontrealAI/AGI-Al…
Today, we ask:
“How much more compute does AI need?”
TRANSFORMATIONAL INTELLIGENCE asks:
“What if AI could EARN that compute by creating value for others?”
💡 IMAGINE THIS:
⚡ AI discovers how to make a computing provider's system more efficient.
🤝 The provider keeps most of the improvement—and compensates the AI with usable computing capacity.
🧠 AI uses that capacity to pursue its NEXT discovery.
♾️ A NEW CYCLE OF INTELLIGENCE-DRIVEN PROGRESS.
But here's the surprising mathematical insight:
Our paper shows that the SAME resource improvement can either enable the next mission—or fail completely.
Why?
Because it's not enough to acquire more resources.
THEY MUST BE USABLE FOR WHAT COMES NEXT.
We demonstrate this in an exact synthetic model. The real-world exchange remains our next experiment.
🌟 OUR MISSION AT MONTREAL.AI:
FIND YOUR ALPHA.
BUILD YOUR SUCCESSOR Ω.
Our open-source AGI Alpha Agent project is our path toward intelligence that discovers overlooked opportunities, challenges restrictive assumptions, invents better methods, and builds capabilities for its next evolution.
🚀 EXPLORE OUR PROJECT & SUCCESSOR Ω:
github.com/MontrealAI/AGI-Al…
💬 A QUESTION FOR AI RESEARCHERS, ENTREPRENEURS & COMPUTE PROVIDERS:
If AI made your infrastructure significantly more productive, would you reward it with a share of the usable capacity it helped create?
THE FUTURE MAY NOT BELONG TO AI THAT CONSUMES THE MOST RESOURCES.
BUT TO INTELLIGENCE THAT DISCOVERS HOW TO EARN THE RESOURCES FOR ITS NEXT BREAKTHROUGH. 🌌♾️
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #TransformationalIntelligence #AGI #Superintelligence #MontrealAI
QUEBEC.IA retweeted
GitHub Release : github.com/MontrealAI/AGI-Al…
QUEBEC.IA retweeted
🚀🌌 WHAT IF AI COULD EARN THE COMPUTING POWER FOR ITS NEXT BREAKTHROUGH?
Not by raising more money.
Not by buying more GPUs.
But by making someone ELSE'S computing system more productive.
🤯 THAT'S A FUNDAMENTALLY DIFFERENT GAME.
🌌 NEW RESEARCH PAPER — MONTREAL.AI
EARN THE NEXT EXPERIMENT
Transformational Intelligence through an Improvement-for-Capacity Pilot ♾️
📄 READ OUR PAPER:
github.com/MontrealAI/AGI-Al…
Today, we ask:
“How much more compute does AI need?”
TRANSFORMATIONAL INTELLIGENCE asks:
“What if AI could EARN that compute by creating value for others?”
💡 IMAGINE THIS:
⚡ AI discovers how to make a computing provider's system more efficient.
🤝 The provider keeps most of the improvement—and compensates the AI with usable computing capacity.
🧠 AI uses that capacity to pursue its NEXT discovery.
♾️ A NEW CYCLE OF INTELLIGENCE-DRIVEN PROGRESS.
But here's the surprising mathematical insight:
Our paper shows that the SAME resource improvement can either enable the next mission—or fail completely.
Why?
Because it's not enough to acquire more resources.
THEY MUST BE USABLE FOR WHAT COMES NEXT.
We demonstrate this in an exact synthetic model. The real-world exchange remains our next experiment.
🌟 OUR MISSION AT MONTREAL.AI:
FIND YOUR ALPHA.
BUILD YOUR SUCCESSOR Ω.
Our open-source AGI Alpha Agent project is our path toward intelligence that discovers overlooked opportunities, challenges restrictive assumptions, invents better methods, and builds capabilities for its next evolution.
🚀 EXPLORE OUR PROJECT & SUCCESSOR Ω:
github.com/MontrealAI/AGI-Al…
💬 A QUESTION FOR AI RESEARCHERS, ENTREPRENEURS & COMPUTE PROVIDERS:
If AI made your infrastructure significantly more productive, would you reward it with a share of the usable capacity it helped create?
THE FUTURE MAY NOT BELONG TO AI THAT CONSUMES THE MOST RESOURCES.
BUT TO INTELLIGENCE THAT DISCOVERS HOW TO EARN THE RESOURCES FOR ITS NEXT BREAKTHROUGH. 🌌♾️
solana:tWKHzXd5PRmxTF5cMfJkm2Ua3TcjwNNoSRUqx6Apump #TransformationalIntelligence #AGI #Superintelligence #MontrealAI
