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THE DAILY INDEX

Technology, AI, software, security, crypto and business

HEADLINES & TRENDS

TLDR Founders

SMALL ACTION MODELS ARE THE FUTURE OF AI AGENTS

Using large foundation models for agent tool-calling is like using a Ferrari to deliver pizza - expensive, rate-limited, and overpowered for what's essentially a selection task. NVIDIA's research shows small language models are actually better suited for tool orchestration, and testing confirms this - a Salesforce xLAM model runs fast on a Mac M2 Pro with excellent accuracy while forcing better system design through deterministic interfaces and robust error handling.

PALANTIR TOPS $1 BILLION IN REVENUE FOR THE FIRST TIME

Palantir exceeded Wall Street estimates, achieving over $1 billion in quarterly revenue for the first time and raising its full-year revenue guidance. The company forecasts Q3 revenue between $1.083 billion and $1.087 billion, surpassing analyst expectations. Significant growth was seen in U.S. revenues, with government contracts and commercial segments contributing to a 140% increase in total contract value to $2.27 billion.

25 PROVEN TACTICS TO ACCELERATE AI ADOPTION AT YOUR COMPANY

Companies like Shopify, Zapier, and Duolingo are using specific strategies to enhance AI adoption, focusing on organizational change rather than just technology. These strategies include explaining actionable AI tactics, tracking and rewarding AI usage, reducing approval bottlenecks for AI tools, and transforming AI enthusiasts into educators. Successful AI adoption also hinges on prioritizing high-impact tasks and integrating AI into daily workflows to drive productivity and innovation.

THE EFFICIENCY PARADOX: WHY OVER-OPTIMIZING COULD KILL YOUR STARTUP

Frederick Taylor, the godfather of efficiency, failed spectacularly when he first optimized a machine shop - production dropped 30% because he perfected a system for yesterday's problems while the company was still figuring out what to build. Modern founders fall into the same trap, spending weeks implementing Google-style OKRs with ten customers, or A/B testing headlines while their business model is broken.

YOU COULD JUST CHOOSE OPTIMISM

Two old men on separate flights both ordered champagne - one complained it wasn't good enough and spent the flight grouchy, the other was genuinely happy to be drinking free alcohol while flying over the Alps. As a founder, you face this choice daily: complain about investor rejections, bugs, and competition, or stay genuinely excited about building something new. Complainers hide behind "high standards", but choosing optimism doesn't mean accepting mediocrity - it means not letting every setback poison your energy, because in startups, your mood becomes your team's mood and eventually your company's culture.

SHOULD YOU TAKE MONEY FROM CORPORATE INVESTMENT ARMS?

Stanford data shows corporate VCs now participate in over 20% of startup deals, offering patient capital, distribution channels, and even built-in exits - but they come with hidden strings. Unlike traditional VCs who reserve capital for follow-ons and help build syndicates, corporates rarely lead rounds, move slower with weeks of approvals, and often push toxic terms like ROFRs that scare off other acquirers. Another trap is when their strategic agenda conflicts with maximizing your value - they might block a great exit because the buyer is their competitor, or vanish overnight when corporate leadership changes.

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