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When AI Favors the Incumbents

Tomasz Tunguz

Incumbents have lept onto advances in generative machine learning more aggressively than any trend in recent technology history. Mobile, cloud, social - startups led each of those waves. But generative ML differs because incumbents are pushing the envelope.

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Israeli fintech Personetics raises $85M for tools to help incumbents personalize banking services to compete with neobanks

TechCrunch

Today a startup that is building tools to help incumbent address this challenge is announcing a round of funding on the back of a lot of demand for its services. “T hey are seeing the impact of the alternatives,” he said, with the migration away from the incumbents happening gradually. That’s a common thing.”

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How startups beat incumbents

A Smart Bear: Longform

A startup can beat a large, successful incumbent, if it does things the incumbent can not or will not do. Here are those things.

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Every time OpenAI cuts a check for training data, an unlaunched competitive startup dies. Without a ‘safe harbor,’ AI will be ruled by incumbents.

Hunter Walk

Companies like the New York Times are willing to litigate this issue (at least as a negotiation strategy). What I do believe is that we need to move quickly to create a ‘ safe harbor ‘ for AI startups to experiment without fear of legal repercussions so long as they meet certain conditions.

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Debt versus equity: When do non-traditional funding strategies make sense?

TechCrunch

produces more new startups and unicorns each year than any other country in the world, but 90% of startups fail , with cash flow often being a major challenge. We mainly see two kinds of startups today: Those that want to try something new, and the ones that focus on making things faster, cheaper or simpler.

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5 lessons from ‘Star Wars’ that can transform startup managers’ strategies and tactics

TechCrunch

3 lies VCs tell ourselves about startup valuations. Unfortunately this is all too common among the leadership of incumbent corporations. Seeing the future is also the goal of startup founders, corporate leaders and venture capitalists. Scott Lenet. Contributor. Share on Twitter. Scott Lenet is president of Touchdown Ventures.

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How To End Your Pitch with Your Vision

Dream It

But founders are often so consumed with talking metrics, milestones achieved, or the capital they need that they sometimes forget to talk about their overarching vision for their startups. Tell investors how your vision affects your go-to-market strategy and how you’ll expand across verticals within the industry that you’re tackling.

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