Latest explainers · 5

Claude Dynamic Workflows: One Agent Writes the Program, Many Agents Do the Work

Claude can split a batch of documents across Agents, then check and combine their findings. A program handles the coordination while the main Agent continues with other work.

ChatGPT Intelligent UI Technical Breakdown: The Model Describes the Interface; the Compiler and Client Run It

Tracing the path across DIL descriptions, server compilation, and client execution to unpack streaming display, state updates, data injection, and AppBlock.

Complete Guide to Claude Motion and Dashboards: Turning Any Data and Content into Animated Videos

State of AI Report 2026 Explained: What Happened in AI This Year?

A guide to the key changes across research, industry, politics, safety and next-year predictions in this 244-page annual report.

Contra’s 2026 Creative Industry Report: AI Makes Production Easier. How Do Creators Turn It into Value?

What is changing in tool use, project payments, and personal earnings? Workflows, client demand, and creators’ experiences reveal opportunities and pressures.

How small businesses can make AI video ads: from product images to a clear selling point

Higgsfield uses a fictional lemon soda to demonstrate AI presenters, moving product shots, and matching ad images. Understand how the tools work and what still needs doing after generation.

How to Build Reliable Scheduled Automation Workflows for Autonomous Agents: Six Design Rules from Anthropic’s Automated Brief

Six design rules from Anthropic’s automated brief: define tasks and schedules, filter updates, confirm delivery, and recover from failures with clear permissions and memory.

Claude Releases Real-Time Dashboards and Code-Driven Claude Motion: Turning Any Work into Moving Video

From asking a business question to verifying data, generating an animation, and handing it to the team for further edits: this update connects analysis and storytelling within the same conversation.

Anthropic Updates Usage Policy to Ban Claude "Abuse": Are They Starting to Treat AI as a Person?

Ordinary venting and debate are excluded, with enforcement primarily ending the active session. Paired with earlier theological dialogues, this ban raises a deeper question: how will moral consideration for Claude bind users and the company itself?

Google Launches Playground: Build Your Own Games Without Any Coding Experience

Describe gameplay in words, generate, playtest, and tweak in the browser, then share with friends: a look at how creation works on Playground through four official demos and eight community titles.

Claude Haiku 5.5 Migration Guide: Why Legacy Requests Fail and How to Update Existing Code

Upgrading from Haiku 4.5 or earlier: request rewriting, thinking block parsing, computer use toolsets, and session replay rules, complete with an upgrade checklist.

Anthropic Releases Claude Haiku 5.5: 75% Lower Average Cost, Built for High-Frequency Repetitive Tasks and Partnering with Flagship Models

Faster and cheaper, Haiku 5.5 is tailored for high-volume summarization, search, and classification, or serving as a subagent alongside flagship models. Here is a breakdown of its performance gains, tiered pricing, adjustable effort, and early customer use cases.

OpenAI Releases 722 Mathematics Manuscripts: On Which Unsolved Problems Has AI Proposed Breakthroughs?

From the approximation limit of π and plasma equations to algebraic counterexamples and algorithmic limits, clarifying the significance, core ideas, and verification status of six mathematical advances.

OpenAI Introduces Intelligent UI: Visual Answers You Can Click, Adjust, and Play With

From reading an explanation to interacting with an answer: explore star charts, adjust moodboards, and use small tools to see what Intelligent UI changes.

Getting Started with Claude Code Cloud Sessions: Connect a Repository, Submit a Task, Review and Merge

Start with one small browser task, then configure your environment, copy verification commands, and review changes. Use parallel tasks, local handoff, and automation when you need them.

Mistral Releases Large 4 Preview: Trillion Parameters Aimed at Complex Enterprise Workflows

From incident response and industrial grounding to cross-page document verification, Mistral Large 4 connects vision, evidence retrieval, and tool use. Compared to earlier models, cross-application workflows show marked improvements; open weights offer enterprises the opportunity to run critical capabilities under their own policies.

Google Open-Sources Multimodal Embedding Model EmbeddingGemma 2: Search Text, Images, Audio, and Video with Natural Language

Google brings text, code, images, video, and audio into a single retrieval space. Understand how it finds information, along with the tradeoffs between model memory, input budgets, and vector compression.

Is OpenAI Building "Decision Models" Too? How Similar Are the Decisions API and Jev?

From sales leads and game obstacle avoidance to an expression-changing frog: explaining how the Decisions API hands judgments over to software, why it resembles Jev, and what probabilities, scores, and "up to 10x faster" really mean.