Good morning, { AI enthusiasts }. A couple of months ago, Anthropic was one in all the Pentagon’s most outstanding AI partners. Now it’s suing the federal government in federal court.
With two recent lawsuits difficult the “supply chain risk” label and White House directive to chop ties, Anthropic is arguing it’s being retaliated against for speaking up on safety — and now 30+ employees from OpenAI and Google are lining up behind them.
In today’s AI rundown:
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Anthropic takes U.S. government to court
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Microsoft’s Claude-powered Copilot Cowork
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Auto-generate videos from content with Manus
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a16z releases recent consumer AI Top 100
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4 recent AI tools, community workflows, and more
LATEST DEVELOPMENTS
ANTHROPIC
Image source: Lovart / The Rundown
The Rundown: Anthropic fired back on the Trump administration with two lawsuits, difficult the Pentagon’s ‘supply chain risk’ label and White House directive for all federal agencies to drop Claude — a move it calls punishment for its AI safety positions.
The small print:
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Anthropic filed lawsuits in two separate courts, asking judges to throw out the blacklist label and block the federal government from forcing agencies to chop ties.
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The suits argue the ‘supply chain risk’ label was designed to counter foreign adversary threats, not punish a U.S company over policy disagreements.
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In addition they claim the Pentagon violated free speech rights by retaliating for publicly advocating AI safety limits on weapons and surveillance.
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30+ OAI and Google staffers signed a legal transient backing Anthropic’s Pentagon lawsuit, warning that the blacklisting threatens U.S. AI leadership.
Why it matters: Whatever side you are taking on who controls AI in warfare, the federal response (Hegseth’s blacklist, Trump’s Truth Social posts) has looked quite a bit like retaliation. Win or lose, the case could resolve whether the gov. can move against a domestic company for speaking up on safety — a precedent all labs shall be watching.
TOGETHER WITH TELEPORT
The Rundown: Autonomous agents can’t depend on API keys or long-lived credentials anymore. Teleport’s Agentic Identity Framework replaces static secrets with verifiable, cryptographic identity for machine actors at scale.
With Teleport, you get:
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Zero standing privileges for autonomous agents
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Ephemeral, certified machine identities
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Policy-based access control
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Reliable, auditable workflow orchestration
If agents can act, they need to be identified. Explore the framework.
MICROSOFT
Image source: Microsoft
The Rundown: Microsoft just introduced Copilot Cowork, a brand new M365 feature built on Anthropic’s Claude system that runs tasks within the background across apps — launching alongside a $99 enterprise bundle and a brand new platform for governing AI agents at scale.
The small print:
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Cowork operates within the cloud, pulling from emails, meetings, files, and chats across M365 — a contrast to Claude Cowork’s current desktop-only approach.
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Microsoft built Cowork directly with Anthropic, using Claude Cowork’s tech but wrapped in M365’s enterprise security and compliance layers.
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Users describe an consequence, and Cowork breaks it into steps, producing deliverables like decks, briefing docs, and workbooks across apps.
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Cowork is offered in a limited research preview, coming with a brand new $99/user E7 tier that bundles Copilot with agent management and security tools.
Why it matters: In the event you cannot beat the thing that scared your investors, absorb it. Embedding Anthropic’s agent tech inside M365’s security boundaries gives Copilot Cowork something Claude Cowork cannot easily match (yet) — deep, integrated enterprise context across 450M users’ value of emails, calendars, and files.
AI TRAINING
The Rundown: On this guide, you’ll learn the right way to use Manus to script, generate, and assemble a brief promotional video from any written content you have already got — with no video editing experience required.
Step-by-step:
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Start with a blog post, a press release, or perhaps a news story. Download it as a PDF or Markdown file, and log in to Manus.im
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Create a project with instructions: “You might be a video producer for [my brand]. Your job is to remodel written content into branded videos”
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Within the project task, click the plus button > Use Skills > video-generator, and prompt: “Create a 15–20 second teaser video based on the attached post. The CTA is to read the total blog. Generate it in portrait orientation for Instagram Reels. Give me 4 script options before you generate. Use default mode”
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Fastidiously review Manus’s script options and pick the most effective one. Video generation should take 5–10 minutes and use between 499–800 credits
Pro tip: Save tokens by uploading B-roll videos and music right into a Google Drive folder and connecting it to Manus.
PRESENTED BY GALILEO
The Rundown: RAG is not dead, it’s evolved: from basic vector search to today’s agentic architectures with self-correction and adaptive retrieval.
Read Galileo’s recent 240+ page guide to learn the right way to construct RAG systems that work in 2026, including:
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Mastering chunking, embedding, and reranking strategies
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Constructing evaluation frameworks using retrieval and generation metrics
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Implementing advanced patterns like query decomposition and adaptive retrieval
AI RESEARCH
Image source: a16z
The Rundown: a16z released the sixth edition of consumer AI Top 100, expanding the list to incorporate traditional apps with AI like Canva and CapCut for the primary time, together with data showing ChatGPT still dominates overall usage, but rivals are gaining ground.
The small print:
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ChatGPT crossed 900M weekly users and still dwarfs every rival, however the gap is tightening — with Claude and Gemini growing paid subs over 200% last yr.
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The brand new list included “AI-enhanced” consumer apps for the primary time, with CapCut, Canva, Notion, Grammarly, and others now slotting into the rankings.
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The report found three distinct AI ecosystems forming: Western, Chinese, and Russian, with sanctions accelerating the split as local alternatives fill the gaps.
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Agents are gaining ground, with Manus (#44) and (#47) Genspark making the cut, while OpenClaw is absent because of the report’s timeframe.
Why it matters: a16z’s consumer reports have change into top-of-the-line pulse checks on where AI adoption is definitely heading, and this edition is not any different. Given the recent OAI Pentagon drama, cancellations, and Claude surge, the battlefield for consumers’ ‘default AI’ could possibly be much more competitive in the subsequent release.
QUICK HITS
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🔒 Incogni – Remove your personal data from the net so scammers and identity thieves can’t access it. Use code RUNDOWN to get 55% off*
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🤖 Copilot Cowork – Microsoft’s Anthropic-powered AI for M365 tasks
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🧠 GPT-5.4 – OpenAI’s flagship reasoner with native computer use, 1M context
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🗂️ Claude Marketplace – Anthropic’s hub for Claude-powered partner tools
Anthropic rolled out Code Review for Claude Code in Team and Enterprise accounts, which uses teams of AI agents to deep-read code and flag bugs.
OpenAI announced the acquisition of Promptfoo, an AI security and red-teaming platform, to embed native agent testing into its Frontier enterprise platform.
Andrew Ng released Context Hub, a free tool that offers AI coding agents access to current documentation to stop them from using outdated or hallucinated code.
OpenAI is further delaying its “adult mode” feature for ChatGPT, shelving the verified-users-only choice to concentrate on intelligence, personality, and proactive capabilities.
Anthropic launched Claude Marketplace in limited preview, letting enterprises apply existing spend commitments toward partner tools from GitLab, Harvey, and others.
COMMUNITY
Every newsletter, we showcase how a reader is using AI to work smarter, save time, or make life easier.
Today’s workflow comes from reader Tina J. in Farmingdale, NY:
“I’m working towards a promotion at the top of the yr and used Copilot to judge my resume against real work artifacts and a competency framework. Copilot analyzed my work output and identified where I used to be already operating at the subsequent level and where I could strengthen my visibility and framing.
Then I asked it to generate promotion-aligned custom instructions to strengthen strategic, executive-level behavior in future work.”
How do you utilize AI? Tell us here.
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Read our last AI newsletter: OAI robotics lead exits over Pentagon deal
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Read our last Tech newsletter: Meta sued over Ray-Ban privacy
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Read our last Robotics newsletter: DJI pays $30k for robot vacuum hack
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Today’s AI tool guide: Auto-generate video from writing with Manus
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RSVP to our next workshop Thursday @ 2PM EST: AI coding bootcamp pt. 1
That is it for today!
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