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The Intangible Capital

Vibecoding and VC

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AI's Impact on VC Due Diligence Vibe, AI, and VC Bets

Finds

Rik | AI & Vibecoding

Vibe Coding vs VC: Do AI Startups Even Need Funding?

Jul 2026

VideoFree to watchYouTube

This panel discussion explores whether AI startups, especially those 'vibe-coded', genuinely need traditional VC funding.

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Chris | Next Round VC

What is Vibe Coding? | Venture Capital

Sept 2025

VideoFree to watchYouTube

This video defines 'vibe coding' and explains its significance in the developer world, setting the stage for its impact on VC.

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Sequoia Capital

Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan

Apr 2026

VideoFree to watchYouTube

Andrej Karpathy, who coined 'vibe coding', discusses its evolution into 'agentic engineering' and its implications for programming and AI.

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Freiberg B, Matz SC.

Founder personality and entrepreneurial outcomes: A large-scale field study of technology startups.

May 2023

PaperOpen accessOpen access full textPublisher (DOI)Source record

This research explores founder personality's impact on VC outcomes, suggesting that investor 'vibe checks' might be unconsciously assessing traits.

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Stefanidis D, Nicolaou N, Shane S et al.

Founder smiles increase investor trust and funding.

Jul 2025

PaperOpen accessOpen access full textPublisher (DOI)Source record

This research provides empirical evidence that non-technical factors like a founder's smile can significantly influence investor trust and funding decisions.

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Yasyf Mohamedali

Matching Startup Founders to Investors: a Tool and a Study

May 2018

PreprintOpen accessOpen access full textarXivPublisher (DOI)

This paper highlights the difficulty in matching founders with investors and how subjective 'fit' remains largely anecdotal, despite attempts to systematize the process.

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Patent PC

Vibe Coding AI Startups: Use Patents to Secure Venture Capital

Jun 2026

VideoFree to watchYouTube

This video links 'vibe coding' with a crucial VC requirement: patents, showing how to secure funding through IP in AI startups.

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Briefings

Your briefing

6 sources · 3 podcasts · 3 research papers

You asked “How are VCs adapting their due diligence processes to evaluate startups heavily reliant on AI-generated code or 'agentic engineering'?”

AI's Impact on VC Due Diligence

Venture capitalists face new challenges in evaluating startups built with AI-generated code and agentic engineering.

The connection

AI is both the challenge and the solution in VC due diligence.

While venture capitalists grapple with assessing the risks and quality of startups building with AI-generated code and agentic engineering, AI itself is simultaneously emerging as a powerful tool to automate and enhance their own due diligence processes. The very technology creating new valuation complexities is also offering pathways to navigate them, fundamentally reshaping both the subject and the methodology of investment scrutiny.

A reading of these sources together — interpretation, not established fact.

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Your briefing

7 sources · 4 podcasts · 3 research papers

You asked “I'm curious about how vibecoding affects VC investments in early stage startups”

Vibe, AI, and VC Bets

Discover how the nebulous 'vibe' of AI startups, especially those using 'vibecoding', influences venture capital.

The connection

The 'Vibe' is Real: AI-Enhanced Development Meets Human Bias in VC Funding

While 'vibecoding' enables rapid AI-powered startup creation, attracting investors involves more than just tech; it requires strategic intellectual property protection for AI-generated assets alongside the cultivation of founder 'vibe' through factors like perceived trustworthiness and personality. The efficiency of AI-driven development contrasts with the deeply human and often subjective biases that still sway investment decisions, from a founder's smile to an elusive 'fit' that VCs seek.

A reading of these sources together — interpretation, not established fact.

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Runs a fresh briefing on this question — yours to keep, not a copy of this one.

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