🚀 AI Factory: Nvidia & Samsung's $B Chip Revolution!

Inside: Autonomous chip fabs, GPT-5.2 research, Claude tools for all, scientific reasoning leaps, agentic workflows, brain aging signals, and the hiring reset

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Welcome back, Entrepreneurs

This issue explores AI's impact on industry, science, and human performance, highlighting NVIDIA and Samsung's autonomous chip factories, OpenAI and DeepMind's reasoning advancements, Claude expands powerful tools to free users, Zhipu's coding progress, and new agent primitives for long-term software models. In health, MRI data suggests hidden fat patterns could predict brain aging before symptoms appear and a Sunday briefing with AI events, courses, and jobs relevant to builders and operators.​

NVIDIA and Samsung begin deploying AI Factory for autonomous chipmaking

NVIDIA and Samsung have started rolling out a joint AI Factory to power intelligent, autonomous semiconductor manufacturing. Built on NVIDIA accelerated computing, the system delivers real‑time process optimization, boosts fab efficiency, and establishes a new benchmark for AI‑driven production across global manufacturing lines.

Image Source: NVIDIA

Highlights

  • AI Factory supports autonomous chipmaking, inspection, and robotics

  • NVIDIA accelerated computing powers real‑time process intelligence

  • Built to raise yields, cut downtime, and streamline fab operations

  • Deepens the long‑term NVIDIA–Samsung manufacturing partnership

Why it matters: 
This moves semiconductor production closer to fully autonomous fabs, strengthening efficiency, resilience, and scalability as AI factories become core infrastructure for next‑generation manufacturing.

🔥Big AI moves

Image Source: OpenAI

🔹Deep Research in ChatGPT now powered by GPT‑5.2

OpenAI upgraded Deep Research to GPT‑5.2, delivering faster synthesis, stronger reasoning, and more reliable multi‑source analysis inside ChatGPT. The rollout begins today, bringing continued improvements that expand ChatGPT’s advanced research capabilities for users and teams.

🔹Google DeepMind launches Gemini Deep Think for advanced scientific and mathematical reasoning

Google DeepMind's Gemini Deep Think is a research-grade reasoning system addressing advanced problems in mathematics, physics, and computer science, using iterative verification, search-augmented workflows, and agentic analysis to excel in benchmarks and support scientific breakthroughs.

🔹Claude expands free plan with creation tools and automatic compaction

Anthropic is bringing file creation, connectors, and skills to the free Claude plan, unlocking core workflows without a subscription. Compaction is now included as well, enabling long conversations by automatically summarizing earlier context and reducing the need to restart threads.

🔹Zhipu AI launches GLM‑5 for advanced coding and agentic engineering

Zhipu AI launched GLM‑5, a 744B‑parameter model with DeepSeek Sparse Attention and new asynchronous RL infrastructure, enhancing reasoning, coding, and long‑horizon agent performance. It achieves top open‑source benchmarks, reduces deployment costs, and expands support for Z.ai, Claude Code, OpenClaw, and local inference frameworks.

One major reason AI adoption stalls? Training.

AI implementation often goes sideways due to unclear goals and a lack of a clear framework. This AI Training Checklist from You.com pinpoints common pitfalls and guides you to build a capable, confident team that can make the most out of your AI investment.

What you'll get:

  • Key steps for building a successful AI training program

  • Guidance on overcoming employee resistance and fostering adoption

  • A structured worksheet to monitor progress and share across your organization

🩺 AIHealthTech Insider: Brain Aging Isn’t About Weight

MRI data from nearly 26,000 people shows where fat sits in the body matters more than BMI for brain aging and cognitive decline. This issue breaks down how hidden fat patterns could surface neurological risk years earlier.

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🛠️ OpenAI introduces Shell + Skills + Compaction for long‑running agents

OpenAI has rolled out new agentic primitives - Skills, a hosted Shell environment, and server‑side Compaction to support agents that install dependencies, run scripts, and generate artifacts across multi‑step workflows. Designed for reliability, the system streamlines execution, minimizes prompt drift, and enables production-grade automation for knowledge-work tasks.

Image Source: OpenAI

Highlights

  • Skills provide reusable, versioned procedures with clear routing logic

  • Hosted Shell supports installing packages, running scripts, and writing outputs

  • Server‑side Compaction prevents context overflows during long agent runs

  • Negative examples and edge cases improve skill triggering accuracy

Why it matters: 
These primitives move agents beyond single‑turn chat toward real, long‑horizon work enabling reliable, secure, and repeatable workflows that operate like true software workers.

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🚀Turn any prompt into anime art with Midjourney Niji

Niji Mode enables the creation of high-quality anime visuals in Midjourney with one parameter, ensuring authentic aesthetics like clean lines, expressive characters, and vibrant colors.

How it works:
1️⃣ Open Midjourney and type /imagine
2️⃣ Write your prompt
3️⃣ Add --niji 6 at the end
4️⃣ Generate anime-style visuals instantly

Pro tip: Niji specializes in characters, action scenes, fantasy worlds, and futuristic settings, starting simply and refining lighting, mood, and composition for a consistent anime style.

⚙️ Sunday Special: Hiring slows — builders don’t

This edition tracks a growing disconnect in the job market: formal hiring cools, while AI-driven skill building accelerates. This issue highlights shifting opportunities for operators, creators, and technical talent, from ChatGPT's role in self-directed learning to rising degree requirements and new builder incentives from Anthropic.

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