AI videos, nothing else.

The Software Factory: From Bug Report to Production Code - Davis Palmie, Factory

Davis Palmie explains how governed AI agents can connect incident triage, planning, coding, review and deployment while engineers retain architectural judgment.

Why Your AI Agents Can't Talk to Each Other (Yet) - Vlad Luzin, BAND

Vlad Luzin argues that connecting autonomous agents requires distributed-system infrastructure for ordered communication, durable state, runtime binding and governance.

Why AI Agents Should Have Their Own Sandbox - Philipp Schmid, Google DeepMind

Philipp Schmid demonstrates how managed sandboxes give AI agents files, tools and reusable environments while simplifying stateful and multimodal workflows.

OpenAI Just Solved 722 Unsolvable Math Problems

Nick Saraev and Jack Roberts discuss reported AI math advances and argue that task-specific model routing matters more than owning every model.

Automated AI Research Could Change Science Forever

AI research agents can run bounded experiments effectively, but producing novel ideas is not the same as executing valuable scientific research.

Klara and the Sun: Our AI Future?

Brent A. Anders uses fictional AI companionship to examine emotional attachment, student agency and the importance of practical AI literacy.

Redesigning How Software Gets Built With AI Agents - Sonar & McKinsey Panel

Prakhar Dixit, Tariq Shaukat and Ali-Reza Adl-Tabatabai argue that scaling software agents requires workflow redesign, explicit context and outcome-based measurement.

Mistral's New AI Is WAY Better Than I Expected...

Mistral Large 4's specialist benchmark claims look promising, but selected tests, refusal behaviour and GPU counts need careful interpretation.

Consumers Will Never Pay for AI

Nathaniel Whittemore argues that concentrated consumer AI spending creates difficult questions about product utility, pricing and market growth.

Gemini 4 Argon Is #1 On A Leaderboard. Here's Why You Still Can't Use It.

Nate B Jones argues that model benchmarks do not establish product value, and builders must test useful workflows with actual customers.

From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer

Rafal Wilinski proposes using MCP to distribute governed skills and distilling agent traces into reusable organizational knowledge.

DeepMind's New AI Just Cracked The Code Of Life

Károly Zsolnai-Fehér and Pushmeet Kohli explore how AlphaGenome predicts genomic effects and why scientific validation still matters.

Mistral Large 4 Tested on Eight Real Coding Tasks

AICodeKing's eight-task test finds Mistral Large 4 capable of useful visual prototypes and local fine-tuning, but inconsistent at completing tasks without repairs.

Pim de Witte on Game Controllers as Robot Interfaces

Pim de Witte argues that action-labeled gameplay can transfer to robots through familiar controller interfaces, while richer action spaces remain an open challenge.

AI Math Manuscripts: Discovery Meets Verification

Wes Roth interprets a reported wave of AI-generated mathematics as a potential shift from producing results to verifying and understanding them, while acknowledging that expert review is still needed.

OpenAI and Anthropic Origins: Scaling, Governance and AI History

Kevin Roose traces early scaling bets and the formation of Anthropic while explaining why reconstructing AI history requires evidence rather than a single dramatic origin story.

Grep or Embeddings? Agentic Enterprise Document Search

George He argues that enterprise document agents need hybrid retrieval, useful file tools and reliable parsing rather than a blanket choice between grep and embeddings.

Grok Bot, Dots and Muse: Practical Agent Comparisons

Pat Simmons compares Grok Bot, Dots and Muse on practical tasks and a simulated e-commerce workflow, finding different strengths in integrations, interface design and reliable execution.

AI Usage Controls: Reserve Before Inference

Dor Sasson argues that AI products need bank-like usage controls that reserve budgets before inference and reconcile actual costs afterward.

Mistral Large 4: Open Weights and Harness Tradeoffs

Matthew Berman reviews Mistral Large 4's reported capabilities and argues that open-weight control matters, but practical harness integration remains a barrier to everyday use.