I'm always baffled how most investors seem to obsess over top revenue growth numbers these days and seem to take that as a universal prediction of future success in AI. Maybe we're finally starting to get back to more sanity with more nuanced thinking about moats, quality and
INVESTMENT
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DeepSeek’s open-source strategy challenges US AI monopolies, alters AGI business models.
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I swear DeepSeek open-sourcing everything is some Sun-Tzu shit. America is trying to build trillion-dollar AI monopolies, and China is trying to make that impossible. If the secret recipe to AGI is (eventually) public, the business model changes. Valuations compress.
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Two-tier pricing model: consumer limits versus enterprise growth
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The $100 plan hitting walls on routine knowledge work while enterprise contracts have no visible ceiling is a two-tier product reality that's getting harder to ignore.
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BuildAI: Transforming Ideas into Real-World AI Impact
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From bold ideas to real-world impact—BuildAI is where innovation meets opportunity. Watch this space for more to know how ideas evolve into impact. #BuildAI #AIInnovation #StartupEcosystem #IndiaAI @kavitabha @GoI_MeitY @_DigitalIndia @annaincubator @aalamaram_incub
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The Full AGI Ascension Loop: From Insight to Agents
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The full AGI Ascension loop Insight discovers the opportunity.
Nova-Seeds encode the opportunity.
MARK selects and funds the opportunity.
Sovereign forms around the selected opportunity.
AGI Business decomposes the plan into AGI Jobs.
Marketplace routes the AGI Jobs.
Agents -
Weekly Optimist Roundup: mRNA Cancer Vaccine to Robot Bio Labs
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Pancreatic cancer mRNA vaccine shows lasting results
SpaceX buys Cursor option
Fervo files S-1
Humble unstealths cabless truck
Madra launches robot arm bio lab + Science Breakthroughs + Extra Doses What a week for the optimists. -
Multi-Agent Coordination: Building Economic Organism Stack for AGI
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Large multi-agent coordination is not primarily an “agent swarm” problem. It is a full-stack economic-organism problem. The stack is: Insight
→ Nova-Seeds
→ MARK
→ Sovereign
→ AGI Business
→ Marketplace
→ AGI Jobs
→ Agents
→ Validators / Council
→ Value Reservoir
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BuildAI Pitch Event Launches for Indian AI Startups
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The BuildAI Pitch Event is bringing together AI startups solving real-world challenges.
A joint initiative by IndiaAI Mission and ITEL Foundation. Explore more: https://
itelfoundation.in/BuildAI.html #IndiaAI #AIInnovation #StartupEcosystem #BuildInIndia #TechForGood @kavitabha @GoI_MeitY -
Cohere and Aleph Alpha Form Transatlantic Sovereign AI Powerhouse
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Sovereign AI for the world. Cohere & Aleph Alpha form transatlantic AI powerhouse anchored in Canada & Germany! Combining our global scale with European R&D excellence to build sovereign, enterprise-grade AI. Security, privacy & trust for businesses & governments worldwide.
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Model Pricing Strategy Compared to Private AI Competitors
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The most attractive aspect of this model, and what puts the most pressure on it, is the price at which it is offered. Comparatively, this is how it would stack up against the private models it is compared to.