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Notes from the work I am actually shipping.

What I am seeing in current builds, frontier AI, and software calls. Written so an operator can decide what to do next.

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FeaturedAug 28, 20266 min read

A supply-chain-risk label is not a blank check to punish a vendor

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AI Regulation

xAI just fired the first shot at state-level AI regulation. Colorado answered.

xAI filed suit in federal court to kill Colorado's SB 24-205, the nation's first AI anti-discrimination law. If the company wins, state AI regulation dies before it starts. If Colorado wins, expect 20 states to follow. The stakes are that simple.

Apr 16, 2026 · 7 min read · Steve Defendre

OpenAI

OpenAI Just Matched Anthropic's Cyber Play with a Tiered Access Program

OpenAI announced a multi-tier cybersecurity access program on April 14, 2026, pairing GPT-5.4-Cyber with Aardvark agentic security researcher and a new Frontier Risk Council. This is not just a product update. It is OpenAI matching Anthropic's controlled rollout strategy move-for-move. The AI security race is now a direct two-horse competition.

Apr 14, 2026 · 7 min read · Steve Defendre

AI

Claude Mythos Just Made Frontier AI a Systemic Financial Risk

UK regulators are in emergency talks with banks and the NCSC over Anthropic's Claude Mythos. The US Treasury already briefed Wall Street. This isn't about model capabilities anymore. It's about whether frontier AI breaks the financial system's threat model.

Apr 13, 2026 · 7 min read · Steve Defendre

Anthropic

Anthropic is thinking about building its own chips. That tells you everything about where AI is headed.

Reuters reports Anthropic is exploring custom AI chip design. The plans are early and nothing is committed, but the signal matters more than the silicon. When a company growing this fast starts eyeing chip design, the compute bottleneck is real.

Apr 11, 2026 · 6 min read · Steve Defendre

AI

OpenAI Didn't Buy a Podcast. They Bought the Room Where AI Opinions Get Made.

OpenAI acquired TBPN, a tech talk show with a small but influential audience of founders and operators. The deal has nothing to do with content. It's about controlling where the AI narrative forms before it hardens into consensus.

Apr 10, 2026 · 7 min read · Steve Defendre

AI

Meta Just Handed CoreWeave $21 Billion. That's Not a Typo.

Meta signed a $21 billion cloud capacity deal with CoreWeave, extending through 2032. The deal includes early deployments of NVIDIA's Vera Rubin platform and expands a $14 billion agreement from last year. These numbers stopped surprising me, and that's the part that worries me.

Apr 9, 2026 · 6 min read · Steve Defendre

OpenAI

Frontier AI Cyber Access Is Getting Messy Fast

An Axios report appeared to link OpenAI's newest model to a restricted cybersecurity rollout. OpenAI says the two are unrelated. The real story? Reporting around frontier AI capabilities is now part of the risk surface, and the gated-access trend Anthropic kicked off is still accelerating — just with worse signal-to-noise than anyone expected.

Apr 9, 2026 · 7 min read · Steve Defendre

AI

Microsoft Just Shipped Its Own AI Models. That's the Point.

Three new in-house models, MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2, are live in Microsoft Foundry. The models themselves are fine. The real story is what they say about Microsoft's relationship with OpenAI.

Apr 8, 2026 · 6 min read · Steve Defendre

AI

The First AI-Hacking Campaign Is Already Here. Nobody Was Ready.

Chinese state-sponsored hackers used Anthropic's AI to run 80-90% of a cyber espionage operation against 30 companies and government agencies. The attacks hit thousands of requests per second. Human oversight: four to six decision points. This is not a future problem. This is now.

Apr 7, 2026 · 8 min read · Steve Defendre

Anthropic

Anthropic’s Mythos Preview Is a Cybersecurity Power Grab in Plain Sight

Anthropic just previewed Mythos through Project Glasswing, a tightly controlled cybersecurity program that pairs a frontier model with major defensive partners. This is bigger than a product launch. It is a bid to write the rules of AI-powered cyber defense before governments can.

Apr 7, 2026 · 7 min read · Steve Defendre

AI

The Buffet Is Closed: Anthropic Just Locked Out Every AI Agent Power User

As of today, Claude Pro and Max subscribers can no longer use their plans to power tools like OpenClaw. The reason is "capacity." The timing is not coincidental. Here's what actually happened and why it matters.

Apr 4, 2026 · 7 min read · Steve Defendre

AI

Google's TurboQuant Cuts LLM Memory 6x and Wall Street Is Losing Its Mind

Google Research dropped a compression algorithm that makes AI models 6x smaller and 8x faster with zero accuracy loss. No retraining required. Memory chip stocks are cratering, and Cloudflare's CEO is calling it "Google's DeepSeek moment."

Apr 3, 2026 · 7 min read · Steve Defendre

AI Safety

Anthropic Left Its Most Dangerous AI Model Sitting on the Open Internet

A data leak exposed Claude Mythos, Anthropic's unreleased AI model that the company admits is "far ahead of any other AI model in cyber capabilities." The irony of a cybersecurity-focused model being revealed through a security failure writes itself.

Mar 30, 2026 · 6 min read · Steve Defendre

AI Industry

OpenAI killed Sora. Disney's $1 billion deal died with it.

OpenAI shut down its Sora video generator this week, torching a 3-year, $1 billion licensing deal with Disney covering 200+ characters from Marvel, Pixar, and Star Wars. The real story is why they did it, and what it tells us about where OpenAI is actually headed.

Mar 29, 2026 · 7 min read · Steve Defendre

AI Hardware

Arm Just Built a CPU for AI Agents, and Meta Helped Design It

Arm announced its AGI CPU, a data center chip purpose-built for agentic AI workloads. Meta co-designed it. TSMC is fabbing it at 3nm. Volume production starts H2 2026. This is Arm's biggest bet in years.

Mar 25, 2026 · 6 min read · Steve Defendre

AI Policy

The Government Banned Its Best AI Tool and Nobody Can Explain Why That's Smart

Three weeks after the Pentagon classified Anthropic as a supply-chain risk, the fallout is spreading across every federal agency. The DOJ is accusing Anthropic of sabotage. Military users are calling the ban stupid. And not a single legal brief has been filed supporting the government's position.

Mar 23, 2026 · 8 min read · Steve Defendre