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The Proof Economy
Leadership, Vertical AI, Alpha in Writing, and Investment to Savings

Salutations, Olio aficionados! š
Midweek greetings to all, as we unveil the 153rd chapter of Weekly Olioāa delightful concoction of laughter, insight, and a sprinkle of mystery. Within these pages, you'll discover a handpicked selection of fascinating finds from the vast realms of the internet.
Keep your eyes peeled for this weekās Publisherās Parmesan, arriving this Sunday!
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The Quoteó ¢ š
āThe quality of a leader is reflected in the standards they set for themselves."
The Tweet š¦
Vertical AI is The Future of Early-Stage Tech Investing
Industry-specific AI startups that embed deeply into existing workflows, automate high-value processes, and drive measurable economic impact.
Ai is coming for every vertical
The Ai world is kind of crazy right now;
ā Trace Cohen (@Trace_Cohen)
8:17 PM ⢠Feb 5, 2025
Like vertical SaaS, industry specific solutions using AI are likely to win the battle when it comes to serving businesses and delivering large scale economic impact. The initial burst of venture investment focused on foundational models and Gen AI capabilities but vertical AI solutions are likely to see an influx of investment.
The Infographic š¹

With LLM generated writing replacing human-generated content, high quality written content will become increasingly more valuable. Like the concept of alpha in finance is used to indicate above baseline returns, a similar concept might soon be needed to classify high-quality writing in a world infested with LLM generated content.
StartEngineās Blockbuster Year: How You Can Join the Action Before Our June Deadline
StartEngine is the platform allowing accredited investors to gain exposure to some of the worldās most coveted private companies like OpenAI, Perplexity, and Databricks ā without paying millions.
Not surprisingly, they just posted new blockbuster financials:
š Monster (and record) Q4 revenues
š Revenue doubled year-over-year ($23M -> $48M)
Theyāve been building something big, and the results speak for themselves.
The even better part? The window is open (but closing soon) for you to join their latest funding round. Over 50,000 have invested $84+ million in StartEngine ā and now you can get in on the action before this round closes next month. Investments start as low as $500.
Reg A+ via StartEngine Crowdfunding, Inc. No BD/intermediary involved. Investment is speculative, illiquid & high risk. See OC and Risks on page.
The Short Read š
From Investment to Savings: When Finance Feeds on Itself - by Hunter Hopcroft
Hunter Hopcroft is an investor and financial writer who specializes in real assets and alternative income. He is interested in companies with a lot of physical assets.
In today's economy, real growth is becoming less important for justifying large investments. Instead, the finance industry focuses more on generating returns for itself, like a snake eating its own tail. This approach might slowly weaken the real economy's ability to grow and innovate. Read moreā¦
The Long Read š
The Proof Economy - by Anand Sanwal
Anand Sanwal runs crunchbase.com - the go to database for all things venture. In his recent blog, he talks about a massive shift that is underway catalyzed by the rise of Gen AI. For years, degrees or credentials from top institutions were seen as a strong proxy for capabilities. He calls this the āParchment Economyā. In the last few years, the gears are shifting. There is increasing focus on demonstrated ability versus pedigree and credentials. This transformation began in sectors like tech, design, and media, where platforms such as GitHub, Behance, and YouTube prioritize demonstrable work over formal qualifications. The gig economy further emphasized this trend, with marketplaces like Upwork and Fiverr valuing client feedback and completed projects. Even major corporations, including Google and IBM, have reduced degree requirements, focusing instead on proven skills and outcomes.
A decline in trust toward traditional institutionsāevidenced by decreasing confidence in government and higher educationāhas accelerated this shift. As institutional endorsements lose their luster, individuals and employers alike seek direct evidence of ability. Sadly, our education systems continue to be stuck in the same rut. We need to move away from credentials, GPAs, transcripts and instead foster an environment where students can build, create and showcase their capabilities. In the Proof Economy, success hinges not on where one studied, but on what one has accomplished. Read moreā¦
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Thatās all for this week. If you enjoyed this edition, weād really appreciate if you shared it with a friend, family member or colleague.
Weāll be back in your inbox 2 PM IST next Wednesday. Till then, have a productive week!
Disclaimer: The views, thoughts, and opinions expressed in the text belong solely to the author, and not necessarily to the author's employer, organization, committee or other group or individual.
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