AI videos, nothing else.

New BEST local AI music generator is here!

This hands-on tutorial shows how to run an open-source AI music model locally in ComfyUI, generate songs from prompts, transform reference audio, and understand the model’s non-commercial weight license.

AI Companies Begin to Align Around Slowdown

Dario Amodei’s call for embedded evaluators and coordinated pacing won public backing from several AI leaders, but exposed disputes over safety, competition, regulation and China.

We Can Get 2x More Energy Out of the Existing Grid: Ben Hilborn

Ben Hilborn argues that edge-based coordination between energy assets could unlock much more capacity from the existing grid, making AI compute a flexible participant rather than only a new load.

Intelligence Is Everywhere: Why the AI Race Is Already Over

Alvin Wang Graylin argues that intelligence will become cheap, local and widely distributed, making cooperation, social adaptation and useful application more important than winning a zero-sum AI race.

When Talking Becomes the Main Way We Use Computers - Pavan Muddireddy

Pavan Muddireddy explains how audio-native models, streaming transcription and controllable speech generation could make voice a practical interface for AI agents, while visual feedback remains essential for complex or high-stakes work.

GPT-6 Kalshi AI Trading Bot Week 1 Results: Printing Money?

Kristian Fagerlie reports an approximately $34 positive result, including unsettled positions, after five days of a GPT-6 weather-market bot, while saying the sample is too small to establish a real edge.

Agents Without Code: Skills, YAML, and Filesystems Replaced Python - Philipp Schmid, Google DeepMind

Modern agent systems can replace custom Python orchestration with managed execution, general-purpose tools and file-based instructions, leaving developers to own domain workflows, evaluations and outcome verification.

Building a Software Factory that actually works (Full Course)

A software factory turns AI coding into a repeatable process that isolates parallel changes, enforces maintainable structure, proves outcomes and loops on review before a human merges the work.

How We Solved Agent Building - Andrew Qu, Vercel

Andrew Qu explains how Vercel evolved an internal data agent from a brittle prompt chain into a file-system system that uses broad context, familiar tools, and reusable skills.

Grok 4.8: Can It Win the AI War?

The hosts use reported Grok 4.8 training details to argue that compute, model-assisted research and rapid scaling could intensify the frontier-model race, while later examples raise questions about evaluation, alignment and economic leverage.

No Memory, No Harness: Why the Database Is the Last Line of Defense - Kay Malcolm, Oracle

Kay Malcolm argues that enterprise agent harnesses need durable shared memory so models, tools, people, and sessions can preserve intent, retrieve the right context, and remain coordinated.

Building an AI-Assisted Transcription App for iPhone

Ray Fernando explains how local transcription, AI coding tools and ChatGPT-assisted icon design came together in an accessibility-focused iPhone app.

How Defensive AI Agents Could Counter Rogue Swarms

Rohit Krishnan argues that rogue AI swarms are serious but manageable if institutions deploy defensive agents, monitoring and circuit breakers.

Why AI Labs Are Considering Embedded Evaluators

Independent embedded evaluators could make frontier AI development more transparent, while open-source competition complicates any coordinated slowdown.

The US-China AI Arms Race Is Not Real, but the Lobbying Is

Nate B Jones and Alvin Wang Graylin argue that the US-China AI race is not a winner-take-all contest and that cooperation on safety, distributed intelligence and social adaptation would create more value than escalating infrastructure and lobbying.

I think they mean it this time

Theo Browne examines Dario Amodei's proposal to slow frontier AI progress through embedded external evaluators, capability-linked safeguards and international coordination.

New DeepSeek, Human Genome Map, Navier-Stokes, GPT Finance, Suno V6, YuE2: AI News

AI Search surveys a packed week of releases across open models, visual AI, robotics, genomics, mathematics, coding evaluation, music generation and financial-service tools.

Armin Ronacher Reveals His Agentic Engineering Workflow

Armin Ronacher explains why a minimal Bash-centered harness can outperform more elaborate coding agents, then shows why durability, inspectability and local-first workflows matter more than maximizing token use.

My First Day With Cursor Projects

Ray Fernando finds that Cursor Projects makes multi-agent software work easier to supervise by centralizing project memory, pull requests, reviews, status documents and cloud agents in one conversation.

Dario Amodei's Case for Pacing Frontier AI

Nick Saraev and Jack Roberts weigh Dario Amodei's proposal to pace frontier AI against open access, international competition and risks to human credit in research.