Itemize the workflows where every step has an API and the count is near zero — so the agent must see and act on the screen like a human.

Why Google failed to make GPT-3 + why Multimodal Agents are the path to AGI — with David Luan of Adept · Latent Space (swyx & Alessio)

Let the agent write code as its action space — then save what works to a skill library it authors itself.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

Build the generalist first, then distill it down — a specialized generalist beats a native specialist almost every time.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

Stop hand-engineering reward functions — have an LLM write them in the simulator's API and iterate.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

Agents must clear three gates before changing how we work: builder-friendliness, trust, and universal authorship.

Everything You Need to Know About AI Agents · Swami Sivasubramanian

At the 5-year horizon, GPU + agent spend replaces engineering headcount — treat it as capital allocation, not cost-cutting

Uber CEO: I Have To Be Honest, AI Will Replace 9.4 Million Jobs At Uber! · Dara Khosrowshahi

Run a 24/7 autonomous AI firm by issuing objectives to one CEO agent who manages the rest

I Built a Zero-Human Trading Team with Claude (The Easiest Way) — Lewis Jackson · Lewis Jackson

Lock your competitive edge inside a local AI model—no secret sauce leaked to Big Tech.

Why Your Company Should Own Its AI Model | E2278 — This Week in Startups · This Week in Startups

Train AI on your proprietary data so your model becomes a durable, owned company asset

Why Your Company Should Own Its AI Model | E2278 — This Week in Startups · This Week in Startups

Business development through code, not connections

Growth Hacker is the New VP Marketing · Andrew Chen

Replace traditional marketing with engineering-driven distribution

Growth Hacker is the New VP Marketing · Andrew Chen