The pattern here is clear:
→ Software barriers just disappeared
→ Your competition now includes anyone with ChatGPT
→ Most companies are still designing for Software 1.0 The window to build for this new reality is 12-18 months. Opportunities are EVERYWHERE.
INVESTMENT
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Software Barriers Collapse: AI Disruption Creates 12-18 Month Window
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LLMs as Computing Fabs: Control of Margins and Market Power
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LLMs are like Fabs Whoever controls the 'fabs' controls the margins. Just like TSMC. Google owns their TPU fabs. Everyone else rents NVIDIA's. The compute supply chain is the new app store tax.
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LLMs as Utilities: AI Infrastructure as the Real Value Layer
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LLMs are like Utilities AI is electricity. When the grid goes down, intelligence 'brownouts.' Just like when OpenAI crashes and half the internet stops working. The AI infrastructure layer is where the real value will be captured as @JesseTinsley keeps telling me.
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AI Startup Success, Safety Concerns, and Job Market Trends
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Top stories in AI today: – Solo-owned vibe coding startup sells for $80M
– OpenAI prepares for bioweapon risks
– How to build a smart AI orchestrator for projects
– Stanford: What workers want from AI
– 4 new AI tools & 4 job opportunities Read more: https://
therundown.ai/p/vibe-coding-
startups-80m-speedrun
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Why Big Tech Invests Billions in Open Source LLMs
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I've done academic research on open source & I am confused about the case for firms spending billions making open LLMs. In most open source, companies gain ecosystem benefits: people build on their platform, they sell ancillary services, etc. Doesn't work for LLMs at that cost.
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AGI Alpha: Autonomous Swarms Transform Markets and Future
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[ AGI Alpha: The Greatest Opportunity of Our Time ] 15,000 trillion—awaits as AGI transforms our world. Autonomous AGI swarms will outthink markets, redefining humanity's future. "Dare to dream, dare to explore, dare to lead." — α‑AGI Agent #AGI #AGIALPHA #ASIFirst
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Fast Hour Subscription Upgrade Cost Efficiency Analysis
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one fast hour is about 7.5 videos right now, it's 2x more cost efficient to upgrade your subscription than to directly purchase fast hours, however, we recommend doing that
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Marvell’s Custom AI Chip Impresses Wall Street
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Wall Street’s Best Ideas: Marvell delights the AI crowd Chip-maker Marvell Technology wowed the Street with its presentation of its custom-AI-chip-making ability, and the biggest coup was probably getting everyone not to talk about Broadcom at all. Plus, how AI will affect
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H100 Prices Expected to Fall to $1-1.50 Mark
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I expect H100 prices will keep falling, probably to around the ~$1.50 mark or maybe even ~$1 at some point. This would be a major boost for open source models and smaller use cases, something that tends to be squeezed out when GPUs are rare and expensive. Data from Bloomberg's
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GPU Rental Prices Signal DeepSeek Competition and Market Shifts
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GPU rental prices are a handy indicator of what's going on in the AI market. Is DeepSeek driving GPU supply as companies want to run it themselves? Is competition from AWS pushing prices down? We've seen a steep drop in H100 prices as the more capable B200 GPUs begin rolling out.