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How to Use LTX 2.3 Video-to-Video Controls (Pose, Depth, Edge) on LTX Studio Right Now
LTX 2.3 video-to-video is live on LTX Studio before open-source release. Here's how to use pose, depth, and edge controls — and which mode works best for what.
Human Authorship vs Machine Scrutiny: How AI Is Inverting the Trust Model for Production Code
Code used to be trusted because a good engineer wrote it. Soon it'll be trusted because it survived AI-scale adversarial review. Here's what that shift demands.
IBM Granite Speech 4.1 Transcribes an Hour of Audio in 2 Seconds: 5 Things That Make It Different
IBM's Granite Speech 4.1 hits 1820x real-time speed and leads the Hugging Face ASR leaderboard at 5.33% WER. Here's what makes the architecture different.
IBM Granite Speech 4.1 vs Whisper X: Should You Switch Your Transcription Pipeline?
Granite Speech 4.1 Plus beats customized Whisper X on word-level timestamps and leads the open ASR leaderboard. Here's when to switch and when to stay.
The IMF Just Named Claude Mythos in a Financial Stability Warning — Here's What the Report Actually Says
The IMF named specific AI models in a systemic financial risk document for the first time. Here's what the warning says and why central banks are alarmed.
How to Install 57 Brand Design Systems into Claude Code in 30 Seconds (No Packages Required)
The Awesome Design MD repo gives Claude Code 57 brand systems as plain markdown. Install takes 30 seconds with zero dependencies. Here's the full workflow.
Jeff Bezos's 'What Won't Change' Principle Applied to AI Tool Stacks — And Why It Matters Now
Build for what won't change, not what will. Here's how the Bezos principle translates into a durable AI workflow that survives any model or tool being…
LTX 2.3 Video-to-Video Fails on Clips Under 2 Seconds — Here's the Workaround
LTX 2.3 video-to-video breaks on clips shorter than ~2 seconds — a limitation not in the docs. Here's the half-timing workaround that actually fixes it.
MCP Servers Use 35x More Tokens Than CLI Tools — And Reliability Drops to 72% on Hard Tasks
A direct benchmark shows MCP uses 35x more tokens than CLI on the same task, with reliability falling from 100% to 72% as complexity grows. Use CLIs instead.
5 New Video AI Tools Dropping This Week: Bach, Krea 2, LTX 2.3, and What Each One Is Actually Good For
Bach, Krea 2, LTX 2.3 video-to-video, and a new ComfyUI character workflow all dropped this week. Here's what each tool is actually good for right now.
OpenAI's 3 New Real-Time Voice Models: What Each One Does and How to Access Them via API
OpenAI dropped three real-time voice models at once. Here's what GPT Realtime 2, Translate, and Whisper each do and how to get API access today.
OpenAI's Docs Now Say Stop Using Step-by-Step Prompts — Here's the GPT-5.5 Outcome-First Method
OpenAI's own developer docs now explicitly say to drop step-by-step prompting for GPT-5.5. Here's the outcome-first framework that replaces it.
OpenClaw April 2026 Update: 5 New Features That Make It a Serious Agentic Runtime
TaskFlow, providence-rich memory, Codex OOTH route — OpenClaw's April 2026 releases turn it from a demo into a production-grade agentic runtime.
OpenClaw's Creator Joined OpenAI — And OpenAI Immediately Opened Codex to All Paid Users
Peter Steinberger built OpenClaw, then joined OpenAI. Days later, Codex became available to all paid OpenClaw users. Here's what that move signals.
Printing Press: 6 Things the New CLI Factory Does That MCP Servers Can't
Printing Press gives Claude Code access to 50+ sites with no public API while using 35x fewer tokens than MCP. Here's what it does that MCP simply can't.
What Is the Printing Press CLI Library? 50+ Pre-Built Agent Integrations
Printing Press is a CLI factory and library with 50+ pre-built integrations for AI agents. Here's what it includes, how it works, and how to get started.
Proactive AI Agents: How Claude Dreaming Points to the Future of Automation
AI is shifting from reactive chatbots to proactive agents that notice patterns and suggest improvements. Here's what that means for how you build workflows.
How to Rewrite Your ChatGPT Prompts for GPT-5.5 Instant in Under 10 Minutes
GPT-5.5 needs a new prompting style. Use the context sandwich framework to update your existing prompts in under 10 minutes and get better results.
School CLI Built in 10 Minutes Compresses 132K Tokens to 2K: How Printing Press Solves Context Bloat
A School CLI built by Claude Code in 10 minutes fetched 132K tokens of data but injected only 2K into context — a 66x compression. Here's how it works.
How to Use Session Start Hooks to Force Context Into Every Claude Code Session
Session start hooks deterministically push context into your conversation window every time—unlike claude.md files, which Claude can choose to ignore.
Skill Compression: How Claude Mythos Turns Mediocre Hackers into Elite Threat Actors at Scale
Mythos doesn't make one hacker better — it gives thousands of non-experts elite skills. Here's the skill compression concept and why scale makes it dangerous.
What Is Static Context in AI Agents? How to Stop Getting Generic Outputs
Static context—your identity file, brand voice, and business positioning—is what separates generic AI outputs from ones that actually sound like you.
What Is Answer Engine Optimization (AEO)? How to Get Your Brand Found in AI Search
AEO is the practice of optimizing your brand to appear in AI-powered search tools like ChatGPT, Gemini, and Perplexity. Here's what it is and how to start.
What Is Claude Dreaming? Anthropic's Self-Improving Agent Memory Feature
Claude Dreaming reviews past agent sessions to find patterns, fix recurring mistakes, and restructure memory automatically. Here's how it works.