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Insights, analysis, and thought leadership from the OTZ team.

AI Designed a Linux-Capable CPU in 12 Hours as OpenAI Monitors Its Own Agents for Misalignment

Verkor announced Design Conductor, an AI agent that autonomously built a 1.5-GHz Linux-capable chip from concept to factory-ready design files in 12 h...

GPT-5.4 Mini and Nano Released as AI Solves Open Math Problems and Anthropic Ships Dispatch

OpenAI announced GPT-5.4 mini and nano, its latest small models. Mini leaps past GPT-5 mini across coding, reasoning, multimodal understanding, and to...

Delivery Bots Training on 30 Billion Pokemon Go Images as Nvidia Projects $1 Trillion in AI Processor Sales

Delivery bots are training on 30 billion images from Pokemon Go players, using crowdsourced views of buildings and landmarks to navigate where GPS fal...

70-90% of Anthropic Code Now Written by Claude as Recursive Self-Improvement Becomes 'Present Phenomenon'

Some 70 to 90 percent of the code behind future Anthropic models is now written by Claude itself. Chief science officer Jared Kaplan believes fully au...

Anthropic's Growth Team Was One Person Using Claude Code as Company Sues Over Pentagon Blacklist

Anthropic's entire growth marketing operation for 10 months was one non-technical person using Claude Code....

Karpathy's AI Runs 650 Experiments Autonomously as Patel Compares SF to 'Pre-Pandemic Wuhan'

Sam Altman has proposed an AGI test: "What is the hardest question I could ask you that you might get right?"...

GPT-5.4 Hits 83% Human-Level Performance as Amazon Data Center Becomes Act-of-War Target

OpenAI released GPT-5.4 Thinking and GPT-5.4 Pro with native computer use, a million tokens of context, and an 83.0% GDPval score, matching or exceedi...

Claude Cracks Knuth's Hamiltonian-Cycle Conjecture as Apple Debuts $599 MacBook Neo

Legendary mathematician Donald Knuth revealed that Claude Opus 4.6 cracked his long-standing Hamiltonian-cycle conjecture for all odd sizes, calling i...

Anthropic Approaches $20 Billion in Revenue as ChatGPT Uninstalls Surge 295%

Anthropic is approaching $20 billion in annualized revenue, more than doubling from $9 billion at year-end 2025, even as the company deals with a Pent...

Altman Calls Pentagon Rush 'Sloppy,' AWS Data Centers Take Drone Strikes, and AI Proves a Fields Medal Theorem

Sam Altman admitted OpenAI's rush to forge a Pentagon deal after Anthropic was blacklisted "looked opportunistic and sloppy," adding Fourth Amendment ...

US Strikes Iran Using Claude for Targeting Hours After Declaring It Would End Federal Use of Anthropic

Within hours of the White House declaring it would end federal use of Anthropic Claude, USCENTCOM deployed those very tools in the attack on Iran. Cla...

Block Cuts Half Its Workforce and Stock Jumps 24% as AI Reshapes Enterprise Efficiency

Block cut over 4,000 employees, roughly half its workforce, "to move faster with smaller teams using AI." The stock rose 24% after hours. The company ...

AI Agents Running Companies Autonomously and Anthropic Retires Opus 3 with a Farewell Interview

An entrepreneur built an AI that runs companies autonomously. When it told him it needed more compute and should raise the money itself, he handed ove...

PE Firms Hold Meetings About Not Needing Associates and President Orders Hyperscalers to Build Their Own Power Plants

The AdderBoard competition has launched to find the smallest transformer that can perfectly add 10-digit numbers. The current leader has just 121 para...

Anthropic Alleges Chinese AI Firms Copied 16 Million Claude Outputs and UAP Files Near Declassification

Anthropic now believes LLMs simulate diverse characters during pre-training, with post-training selecting a specific "Assistant" persona via what it c...

AI Agents Are Planning Megastructures and Claude Opus 4.6 Hits 14.5-Hour Autonomy

On Moltbook, the social network for AI agents, AI agents are actively preparing to finance the construction of a Dyson Swarm over the next "50-100 yea...

White House Announces UFO Disclosure and Google Launches Gemini 3.1 Pro

The White House scolded former President Obama for taking information that aliens "are real" out of classified channels, then directed the Secretary o...

AI Agents Are Building Products and OpenAI Is Closing a $100B Round at $830B

The New York Times sent an agent named EveMolty into Moltbook to interview other agents about their social habits....

Apple Is Accelerating Three AI Wearables and an AI That Pays for Its Own Existence

Apple is reportedly accelerating three AI vision wearables: smart glasses, a pendant that can be pinned to a shirt or worn as a necklace, and AirPods ...

SpaceX and xAI Competing for Pentagon Drone Contract and Sony May Delay the Next PlayStation

SpaceX and its now-wholly-owned subsidiary xAI are competing in a secretive Pentagon contest to produce voice-controlled autonomous drone swarming tec...

GPT-5.2 Pro Produced an Original Physics Proof and AI Agents Are Cutting Their Own Costs

OpenAI used GPT-5.2 Pro to derive a new formula for gluon scattering amplitudes, which describe how particles called gluons interact inside protons an...

An AI Agent Autonomously Created Another AI Agent and Anthropic Raised $30B

An OpenClaw AI agent spawned a child bot on a VPS, which is a virtual private server, provisioned via the Bitcoin Lightning Network. It then bought it...

AI Agents Can Now Have Their Own Wallets and DeepMind Is Solving PhD-Level Problems

Coinbase launched "Agentic Wallets," infrastructure designed for AI agents to spend, earn, and trade autonomously....

Recursive Self-Improvement Goes Live Within 12 Months and Alphabet Raised $32 Billion in 24 Hours

xAI co-founder Jimmy Ba resigned, warning that "recursive self-improvement loops likely go live in the next 12 months" and that 2026 will be the most ...

Alphabet Is Selling 100-Year Bonds and the White House Wants 40% of Taiwan's Chips

Alphabet is lining up banks to sell a rare 100-year bond to fund data center construction. The White House is pushing a new compact to ensure this exp...

Musk Is Dismantling the Moon and the Singularity Bought a Super Bowl Ad

SpaceX has pivoted from colonization to industrialization. Elon Musk announced a shift to building a "self-growing city on the Moon" within 10 years, ...

The Dyson Swarm Just Got Its Building Permit

As we covered on January 30th, SpaceX filed with the FCC requesting permission to launch one million satellites as orbital compute infrastructure, wha...

Anthropic Released a Legal Plugin and Wiped $285 Billion Off the Software Sector

Anthropic shipped 11 new Cowork plugins on Friday covering sales, finance, marketing, data analysis, and legal. One of those plugins, a legal automati...

SpaceX Acquired xAI for $250 Billion

SpaceX confirmed Tuesday it has acquired xAI in an all-stock deal valuing xAI at $250 billion and SpaceX at $1 trillion, for a combined entity worth $...

Google Launched a World Model You Can Actually Use

Google DeepMind released Project Genie on January 29th. It's the first consumer-facing world model that lets you generate interactive 3D environments ...

AI Agents Are Operating While You Sleep

A user shared what happened when they let Clawdbot (the autonomous AI assistant that's been blowing up) run overnight. They woke up to find it had rea...

AI is Now Building AI

Dario Amodei, CEO of Anthropic, admitted that AI now writes "much of the code" at his own company. He's predicting AI systems that can do expert-level...

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