Scale AI

All-In's 2026 Predictions

All-In Podcast

AI company with which a large licensing deal was executed, serving as an example of IP license M&A workaround.

The State of AI Startups in 2024 [LS Live @ NeurIPS]

Latent Space

Provides leaderboards for independent AI model evaluations, highlighting the competitiveness of open-source models.

Tucker Carlson: Rise of Nick Fuentes, Paramount vs Netflix, Anti-AI Sentiment, Hottest Takes

All-In Podcast

The Origin and Future of RLHF: the secret ingredient for ChatGPT - with Nathan Lambert

Latent Space

A major company in human preference data labeling, responsible for supplying LLaMA 2's data. They also manage data collection workforce and handle disagreement in labels.

The Stablecoin Future, Milei's Memecoin, DOGE for the DoD, Grok 3, Why Stripe Stays Private

All-In Podcast

An AI company mentioned as a client of Bridge, using stablecoins to pay contractors globally.

Kevin Scott: Microsoft CTO | Lex Fridman Podcast #30

Lex Fridman

A data labeling company mentioned as an example of businesses that compensate people for their data contributions, particularly for supervised machine learning.

The 7 Most Powerful Moats For AI Startups

Y Combinator

Work at a Startup Expo 2019

Y Combinator

A company whose vision is to accelerate the development of AI applications by providing an end-to-end API-driven platform for ground truth data, addressing the bottleneck of data labeling in supervised deep learning.

Four CEOs on the Future of AI: CoreWeave, Perplexity, Mistral, and IREN

All-In Podcast

A company previously involved in data training, specifically mentioned in the context of Facebook and customer data concerns.

How OpenClaw Runs My $250K/month Agency

Jacob Klug

A competitor to Meror, providing data training for AI models, primarily through human annotation and a software front-end, despite having a significant agency backend.

25% Of My Portfolio Is Tesla Stock, Here's Why

My First Million

A major data labeling company that resells data to AI labs.

Stanford CS153 Frontier Systems | The AI Native Company: How One Founder Becomes a 1000x Engineer

Stanford Online

A company founded by individuals without prior finance or logistics backgrounds who became experts through shadowing.

AI Dev 26 x SF | Adit Abraham: Better Agents with Better Data

DeepLearningAI

Mentioned as an example of a new category of AI application companies that Reducto works with.

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 15: Mid/Post-Training

Stanford Online

Its internal documents were leaked, revealing frank discussions about post-training data, particularly in efforts to improve Google Bard. The company was also involved in low-cost annotation outsourcing.