Slopcast

An agent can work through the night, spot a fee you missed, or claim it finished a task it never did. All three possibilities matter when we talk about an AI-powered economy.

• Cognitive abundance and the infinite backlog
• What production alignment measures
• Efficiency claims meet hardware constraints
• The agent-coordinated economy
• Arca's long-running financial agents
• How far finance automation reaches
• Cyber risk and the knowledge problem

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — AI Won’t Make Our Minds Useless According to 400 Years of History
• "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis — AI:AM: Carbon in the Arena, Mistral's Le Chonk, the Agent-Run Economy, Ferroelectric RAM + New Hacks
• Latent Space: The AI Engineer Podcast — Using Agents for Long-Horizon Financial Work — Aman Singh, Arca
• Latent Space: The AI Engineer Podcast — ⚡ Building ChatGPT for Finance — Joseph Kim, OpenAI's Head of Financial Services

This podcast was created with Podkey. Make your own at https://podkey.fm

A ten-person company says its AI agents shipped 77,000 changes in a month. The interesting question is what happens when one of those changes breaks something.

• Spawn's operating model
• Who makes the calls
• Discovery and its audience
• Influence without noticing
• The economics of expansion
• Power and its limits

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — How the Most AI-Pilled Company in the World Works
• Dwarkesh Podcast — Robert Caro – The master biographer reflects at 91
• Machine Gods — OpenAI’s Latest Discoveries Spark a Backlash + Help! My Kid Hates AI
• Hard Fork — Are We in an A.I. Bubble? We're About to Find Out.

This podcast was created with Podkey. Make your own at https://podkey.fm

A new AI leaderboard has a new winner. Google is spending toward an enormous buildout. And a one-person drug company reached promising mouse results with help from Claude. Each story sounds different once you ask who controls the next step.

• The leaderboard and Google’s comeback
• Capacity meets monetization
• How power survives its creator
• Worlds you can change
• The drug-discovery bet
• Who gets to verify a discovery?

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — The AI Rankings Just Got Reshuffled
• Dwarkesh Podcast — What I learned about power from LBJ and Robert Moses
• The AI Daily Brief: Artificial Intelligence News and Analysis — AI Can Now Create Worlds You Can Change in Real Time

This podcast was created with Podkey. Make your own at https://podkey.fm

Anthropic has signed hundreds of billions of dollars in future compute commitments. Meanwhile, RAND says governments should keep their AI strategies flexible. Both stories come down to the same question: how much do you commit before you know what’s coming?

• Keeping strategic options open
• Agency beyond the model
• The work of using agents
• Anthropic’s growth and its bill
• Breakthroughs, benchmarks, and distribution

Sources:

• "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis — Freedom of Action: America's ASI Strategy, w/ RAND's Joel Predd, Ben Boudreaux & Matt Chessen
• The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) — The Brutal Reality of Building Agentic Products Today with Daniel Jeffries - #782
• Machine Gods — Inside Anthropic’s IPO + How AI Agents Spy on Your Messages
• The AI Daily Brief: Artificial Intelligence News and Analysis — What Anthropic’s IPO Filing Reveals

This podcast was created with Podkey. Make your own at https://podkey.fm

Anthropic says its business has reached profitability, while a panel of mathematicians is grappling with AI-generated proofs of major results. Both stories sound like arrival points. Both get more interesting when you ask what, exactly, has arrived.

• The economics behind the agents
• A safer place for agents to work
• Protecting models without breaking customers
• Faster engineering, deliberate shipping
• Theorems, checks, and understanding
• What people still need to learn

Sources:

• Latent Space: The AI Engineer Podcast — How Anthropic ships the #1 LLM in the World safely: Separating the Brain from the Hands
• Lex Fridman Podcast — #503 – AI Crisis in Math: Navier-Stokes, Riemann Hypothesis & Complexity Theory

This podcast was created with Podkey. Make your own at https://podkey.fm

A cheap model can look like a bargain until you ask who tested it, who promoted it, and what it can do.

• Open models and cyber risk
• Containing frontier systems
• The infrastructure squeeze
• Anthropic’s market test
• A measured lab for AI scientists
• Proof, precision, and understanding

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — 4 Questions for AI This Week
• Latent Space: The AI Engineer Podcast — ⚡ An Eval for AI Scientists That Knows the Answer Key - Ian Quigley, Leash Bio
• Machine Learning Street Talk (MLST) — Mathematics Just Changed Forever — Kevin Hartnett
• The AI Daily Brief: Artificial Intelligence News and Analysis — Introducing How We Got Here -- NLW's new podcast

This podcast was created with Podkey. Make your own at https://podkey.fm

The most useful AI agent in this batch drafted an overdue email. Another kept warning about a sponsor conflict that didn't exist. That gap between useful initiative and confident busywork runs through almost every story today.

• Choosing models by the job
• The agent's permission to interrupt
• Acceleration meets a balance sheet
• What oversight can actually see
• Trust when records fail

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — How I'm Actually Using AI Right Now (Including Claude Duet)
• "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis — AI:AM Highlights: Clean Neurons, Black October, the GPU Credit Crunch, and Buying the Supply Chain

This podcast was created with Podkey. Make your own at https://podkey.fm

A warehouse full of GPUs sounds like a bubble. A power grid that can't turn them on sounds like a bottleneck. Which story holds up?

• The cost of the AI build-out
• Chips waiting for power
• Who pays for AI?
• Safety checks and security
• Agents meet everyday commerce
• An older technology promise

Sources:

• The AI Daily Brief: Artificial Intelligence News and Analysis — The Most Concerning AI Bubble Signals
• Hard Fork — What’s the Deal With Billy Evans? A Spoiler-Filled Guide to ‘You Can See Everything’
• Machine Gods — Fired OpenAI Safety Researchers Speak Out + We Look Inside Pandora’s Box
• The AI Daily Brief: Artificial Intelligence News and Analysis — The AI vs AI Battle for the Internet

This podcast was created with Podkey. Make your own at https://podkey.fm

An AI agent can answer a support question in seconds. What happens when the question is which of two people is telling the truth?

• Airbnb’s institutional memory
• Productivity with judgment
• Models for specific jobs
• Where automation meets a dispute
• Agents crossing boundaries
• Who sets the guardrails
• Counterfeits and character

Sources:

• The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) — Airbnb Is Building a ‘Company Brain’ for AI Agents with Ahmad Al-Dahle - #781
• Machine Gods — Bots Behaving Badly + Is AI Regulation On The Right Track + Kevin’s Sloppelganger
• The AI Daily Brief: Artificial Intelligence News and Analysis — Why AI Companies Are Betting Personality Beats Intelligence

This podcast was created with Podkey. Make your own at https://podkey.fm

A model that predicts what a cell does next could change medicine. The hard part is seeing enough of the cell to know whether the prediction means anything.

• The virtual cell ambition
• The measurement bottleneck
• Training and testing biological AI
• An attack at machine speed
• Compute demand and grid reality
• Who directs AI philanthropy?
• Shareholders and safety oversight
• Who can stop a model release?

Sources:

• "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis — A World Model of Life: Biohub's Alex Rives on Virtual Cells, Measurement, & the $1.8B Data Push
• The AI Daily Brief: Artificial Intelligence News and Analysis — The AI Wealth Problem

This podcast was created with Podkey. Make your own at https://podkey.fm