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Anthropic vs. Pentagon Supply-Chain Risk Lawsuit✦
GPT-5.4 1M Token Context + Autonomous Workflows✦
Claude shoots to #1 App Store after OpenAI military deal✦
DeepSeek V4 1T Parameters — Full Breakdown✦
Apple Siri Rebuilt on Gemini Drops with iOS 26.4✦
OpenAI acquires Promptfoo Red-teaming goes in-house✦
MiniMax M2.5 Rivals Claude Opus 4.6 for less✦
Anthropic Institute Launches to Study AI Economic Impact✦
Anthropic vs. Pentagon Supply-Chain Risk Lawsuit✦
GPT-5.4 1M Token Context + Autonomous Workflows✦
Claude shoots to #1 App Store after OpenAI military deal✦
DeepSeek V4 1T Parameters — Full Breakdown✦
Apple Siri Rebuilt on Gemini Drops with iOS 26.4✦
OpenAI acquires Promptfoo Red-teaming goes in-house✦
MiniMax M2.5 Rivals Claude Opus 4.6 for less✦
Anthropic Institute Launches to Study AI Economic Impact✦
What's Inside Every Issue

Signal. No noise.

Six sections of pure signal every single week. No fluff, no hot takes — just the stuff that moves the needle.

News Rundown
The week's biggest releases, funding rounds, and model updates — filtered for what actually matters to builders and power users.
Releases
New models, API updates, and capability jumps broken down without the hype. What changed, what it means, and when to switch.
How-To Guides
Step-by-step walkthroughs for getting max value from Claude, GPT, Gemini, and friends. Practical, repeatable, and battle-tested.
Workflows
Real-world AI workflows from practitioners. Prompts, chains, MCP setups, and automations you can copy and ship today.
Alpha Drops
The hidden gems, underrated prompts, leaked system prompts, and techniques buried in X threads that most people miss.
X & Blog Recaps
The best AI content from researchers, engineers, and practitioners this week — curated so you don't have to doomscroll.
Sample Issue

This is what lands in your inbox.

Here's a taste of a recent issue — the kind of intel that makes you the smartest person in the room.

🦩 OutClaw AI · Issue #53
March 11, 2026
News
Anthropic sues the Pentagon — and Google & OpenAI employees sign on
The DoD labeled Anthropic a "supply-chain risk," threatening to bar government contractors from using Claude. Nearly 40 employees from rival labs are backing Anthropic's suit. Meanwhile, Claude hit #1 in the App Store the day after OpenAI signed its military deal.
Release
GPT-5.4 drops with a 1M token context and autonomous desktop workflows
OpenAI's latest scores 75% on OSWorld-V — just above the human baseline of 72.4%. It can now execute multi-step tasks across real software environments. We ran it against Claude Sonnet 4.6 on 10 real tasks. Here's what we found.
Alpha
MiniMax M2.5 rivals Claude Opus 4.6 at a fraction of the cost — here's the prompt delta
China's MiniMax quietly dropped a model that benchmarks neck-and-neck with Opus 4.6 on coding and visual tasks. We tested the exact prompts where it breaks down vs. where it shines. The arbitrage window is open.
Workflow
Apple rebuilt Siri on Gemini — what it means for your AI stack in iOS 26.4
Apple's partnership with Google runs Gemini on Private Cloud Compute. We break down which on-device vs. cloud tasks route where, and how to prompt the new Siri for max results before everyone else figures it out.
Recap
This week's must-reads: Yann LeCun's $1B world-model bet, the Humanity's Last Exam results, and Anthropic Institute's launch
LeCun raised $1B+ for AMI to build open-source world models. HLE results confirmed frontier models still fail on deep expert questions. Anthropic launched a new institute to study AI's economic impact. Our takes on all three.
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