TLDR FOUNDERS 2025-06-11

META PLANS $15B INVESTMENT IN SCALE AI TO BUILD 'SUPERINTELLIGENCE' LAB

The deal would give Meta a 49% stake in the data-labeling startup and bring over co-founder Alexandr Wang to lead a new "superintelligence" lab aimed at outperforming OpenAI, Anthropic, and Google. The massive investment follows Llama 4's underwhelming launch, but it's unclear if the investment also includes greater access to Scale's training data created for other AI labs in addition to highly sought-after AI research talent.

MISTRAL MAGISTRAL

Mistral AI's Magistral is a multilingual reasoning model designed for domain-specific tasks, offering enhanced interpretability and traceability. Available in two versions, Magistral Small and Magistral Medium, the model excels in multilingual reasoning and speeds up responses with its Flash Answers feature. It is ideal for diverse applications, from legal research to creative writing, providing transparent reasoning crucial for compliance in regulated industries.

DIVERGING AI BETS DETAIL TWO-LANE FUTURE

Tech is spending $80 billion on AI infrastructure while skeptics say we're building another dot-com bubble. Who's winning? OpenAI doubled to $10 billion ARR in a year. Anthropic tripled to $3 billion. Random startups are hitting $100 million ARR in months. The median AI startup hits $2 million revenue in year one - that used to take years. Yes, Apple says LLMs still suck at reasoning. Yes, we might overbuild data centers. However, when the richest companies on Earth are footing the bill, their losses mean cheaper compute for everyone else.

THE ENDOWED PROGRESS EFFECT

A car wash tested two punch cards: one needed 10 stamps for a free wash, the other needed 12 but started with 2 stamps already filled. Same math, but the pre-stamped card got 2X more completions. That's the Endowed Progress Effect - we chase goals harder when we feel we've already started. Notion uses this by giving new users pre-filled templates instead of blank workspaces. Give users artificial progress and they'll finish what they think they've started.

SCALING AN AI NATIVE COMPANY

Scaling AI-native companies requires rethinking job descriptions for AI agents. An Agent Job Description (AJD) should define the desired outcomes, necessary context, security, and budget for an AI agent. The development of AI agents ranges from simple chat platforms to complex custom codes, requiring careful trade-offs between capability, complexity, and context based on the task's specificity and scale.

THE IPO DOOR IS SWINGING OPEN

Recent IPOs from CoreWeave and Circle signal an open IPO market, with both companies displaying significant investor interest and high valuations. CoreWeave achieved a $20 billion valuation, while Circle's shares jumped 168% on its first trading day. This trend indicates strong investor appetite for high-growth, category-defining companies despite economic uncertainties.

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INCONVO

Conversational analytics for developers.

BILANC

Bilanc is an AI-powered platform that tracks and measures the impact of AI tools on developer productivity using insights from merged pull requests.

AGENT STIMULATE

Agent Simulate is a testing platform that allows developers to simulate AI agents with thousands of digital humans, enabling faster debugging and safer deployment.

VENTURE CAPITAL FINANCING ROLL-UP M&A, HOPING FOR AI SYNERGIES

VCs are starting to buy up traditional businesses and juice them with AI. It's the old private equity roll-up strategy - buy lots of small companies, merge them, cut costs - but with a Silicon Valley twist. Instead of using debt like PE firms do (which is expensive at 5% rates), VCs are using their massive cash piles to acquire service businesses and transform them.

DANGERS OF ARR VS GAAP REVENUE

There's "revenue" and then there's revenue - and they can be wildly different numbers. ARR is whatever companies want it to be, while GAAP revenue follows actual accounting rules. Example: a company showing 50% ARR growth might report 67% GAAP revenue growth - a 17-point gap. Why? GAAP lags because it recognizes money as delivered, not when signed. With AI scrambling pricing models, these gaps are getting dangerous. Less than 1/3 of public companies even disclose ARR anymore.

ROY BAHAT TALKS BLOOMBERG BETA'S NEW $75M FUND

Bloomberg Beta has announced its fifth $75M fund to invest in early-stage startups. The firm maintains its consistent strategy of supporting founders with innovative ideas without seeking to reinvent VC. Under partners Roy Bahat, James Cham, and Karin Klein, Bloomberg Beta has helped create 93 millionaire founders, focusing on meaningful startup collaborations.

PRE-TRACTION

The most successful raises from pre-seed founders build leverage with "pre-traction" - waitlists, design partners, or domain expertise proving demand exists before revenue does.

ON THE ABSURDITY OF "DEFINING" A DESIRED CULTURE

PATRICK COLLISON RECOUNTS STRIPE'S DARKEST MOMENT

Patrick Collison's darkest moment came six months in when a data center switch failed at 4 am and took down Stripe's entire payments API for 8 hours.