Tuesday, January 6, 2026

Nvidia's new chip ⚡, Boston Dynamics production robot πŸ€–, agent harnesses πŸ‘¨‍πŸ’»

Nvidia plans to start shipping its Vera Rubin AI chip later this year. The chip has been in development for three years ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

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TLDR 2026-01-06

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Big Tech & Startups

Nvidia Details New AI Chips and Autonomous Car Project With Mercedes (7 minute read)

Nvidia plans to start shipping its Vera Rubin AI chip later this year. The chip, designed to fulfill AI requests more quickly and cheaply than its predecessors, has been in development for three years. Nvidia's CEO, Jensen Huang, discussed the company's surprisingly ambitious work around autonomous vehicles during CES 2026. Mercedes-Benz plans to start shipping cars equipped with Nvidia self-driving technology this year.
Boston Dynamics announces production-ready version of Atlas robot at CES 2026 (2 minute read)

Boston Dynamics' Atlas humanoid robot is entering production. The first companies to receive deployments will be Hyundai and Google DeepMind. The final version of Atlas can work autonomously, via a teleoperator, or with a tablet steering interface, and perform a wide array of industrial tasks. It has a reach of 7.5 feet and can lift up to 110 pounds.
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Science & Futuristic Technology

When AWS Grew Wings: The "Boring" Genius of Amazon Leo (5 minute read)

Amazon Leo, formerly known as Project Kuiper, will launch in the first quarter of this year with a three-tier hardware strategy that will first target the US, UK, Germany, France, and Canada. Customers will be able to choose between three terminals: Leo Nano, which is capable of delivering 100 Mbps; Leo Pro, a standard unit that can push 400 Mbps; and Leo Ultra, an enterprise terminal capable of 1 Gbps. The smaller terminals will help the service scale, while the Ultra terminal signals to traditional broadband providers that Amazon plans to support them rather than bypass them.
Finger-Prick Blood Test Could Offer Easier Way to Detect Alzheimer's, Researchers Say (4 minute read)

Dried blood analysis could be a feasible and scalable way to detect the brain changes linked to Alzheimer's. Researchers have developed a dried blood test that, while less accurate than traditional blood tests, showed good ability to distinguish people with Alzheimer's-related disease. The method is cheaper than traditional testing and could potentially be performed outside of clinical settings. The same technique could potentially be used to detect other conditions, such as multiple sclerosis and amyotrophic lateral sclerosis.
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Programming, Design & Data Science

The Next Two Years of Software Engineering (22 minute read)

Change is the only constant. Keep a finger on technology trends to avoid being caught off-guard by hype or doom. Update skills, diversify abilities, and focus on uniquely human aspects to stay in the loop. There will always be demand for engineers who think holistically, learn continuously, and drive technology toward solving real problems.
The importance of Agent Harness in 2026 (6 minute read)

An Agent Harness is the infrastructure that wraps around an AI model to manage long-running tasks. It is the system that governs how the agent operates. Agent harnesses turn vague, multistep agent workflows into structured data that can be logged and graded to improve systems. They can be used to validate real-world progress, empower the user experience, and improve models via real-world feedback.
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Miscellaneous

My 2026 AI Bets (A Time Capsule) (10 minute read)

This year, multi-step, tool-using, self-correcting loops will become the default way of working. The gap between those who use AI effectively and those who do not will become more obvious. Organizations will become more streamlined and deal with different risk models. Consultancies that help businesses become 'AI-native' will clean up.
Amazon Alexa+ released to the general public via an early access website (3 minute read)

Alexa+ is now available to everyone through a free early access program. The AI is now accessible as a chatbot on a website, similar to other AI products. Alexa+ will be included with Amazon Prime memberships, which start at $15 per month, or cost $20 per month as a standalone subscription. While still in early access, reports say that Alexa+ is slower than expected and struggles with inaccuracies at times.

Quick Links

AI promised incredible productivity gains. Why is it not delivering? (Sponsor)

Join Miro and Forrester for a webinar discussing the results of a new study on the AI implementation gap, and how reality is diverging from hype. Watch live on 01/22
It's hard to justify Tahoe icons (20 minute read)

macOS Tahoe adds complex icons to every menu item, which the Macintosh Human Interface Guidelines from 1992 explicitly says not to do.
Stinking, Spongy, Dark, Huge: A Spider Web Unlike Any Seen Before (6 minute read)

Researchers discovered a spider web in a cave in the Balkans - created by two usually-hostile species of spider - that spans about 1,140 square feet.
Try to Take My Position: The Best Promotion Advice I Ever Got (4 minute read)

You need to consistently demonstrate that you can already handle the role you are trying to grow into.
MiniMax Is Said to Plan Pricing Hong Kong IPO at Top on AI Fervor (4 minute read)

MiniMax has advised investors that it plans to sell shares at HK$165 apiece.
Compound Engineering - The Next Paradigm Shift in Software Engineering (20 minute read)

Compound engineering is a fundamental shift in mindset where developers go from code writers to system orchestrators.

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Dan Ni & Stephen Flanders


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January 24, 2026

This morning, on a street in Minneapolis, at least seven federal agents tackled and then shot and killed Alex Jeffrey Pretti, a 37-year-old ...