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Will NVIDIA KILL Tesla Robotaxi?

Questions to inspire discussion.

Development & Deployment.

A: Alpameo offers open model weights, open-source inference scripts, simulation tools for edge case testing, and open datasets for training, enabling developers to adapt it into smaller runtime models or build reasoning-based evaluators and autolabeling systems.

Technical Architecture.

🧠 Q: What model architecture powers Alpamayo’s autonomous driving capabilities?

A: Alpameo uses 10B parameter models across five specialized functions: vision, language, action, reasoning, and trajectory generation, forming an integrated reasoning system for autonomous vehicles.

Continue reading “Will NVIDIA KILL Tesla Robotaxi?” | >

Should Tesla Investors Be Worried? NVIDIA vs Tesla

Despite NVIDIA’s advancements in self-driving technology, Tesla’s current lead in autonomous driving, production, and cost advantages are likely to keep it ahead of competitors, including NVIDIA, in the short term Questions to inspire discussion.

Platform Architecture & Business Model 🔧 Q: What type of product is Nvidia’s AI Pameo platform? A: Nvidia’s AI Pameo is a hardware and software toolset for OEMs requiring millions in non-recurring engineering fees and 70% gross margins on chips per vehicle, not a complete consumer solution like Tesla’s FSD. 🏭 Q: What does OEM implementation of Nvidia’s platform require? A: OEMs must have in-house AI talent to integrate, customize, certify, and handle warranty and liability for their specific vehicle models, as Nvidia provides the stack but not per-model engineering. 💰 Q: How does Tesla’s chip economics compare to Nvidia’s approach?

Unitree New Robot Goes Superhuman on Camera (Snaps Into Attack State)

Questions to inspire discussion.

Commercial Availability & Pricing.

A: Unitree is reportedly eyeing a $7 billion IPO, reflecting growing investor confidence in humanoid robotics as a serious commercial category with clear trajectory toward public, industrial, and commercial space operations.

Technical Specifications & Capabilities.

đŸ€ž Q: What physical capabilities does the Unitree H2 demonstrate and how is it engineered?

A: The H2 humanoid performs flying kicks, backflips, and sandbag strikes using 31 degrees of freedom (12 in shoulders, 6 per arm, 3 in torso, 7 per leg), showcasing agility for potential real-world applications.

Continue reading “Unitree New Robot Goes Superhuman on Camera (Snaps Into Attack State)” | >

Tesla’s SECRET Robotaxi Plan That Changes Transportation For EVERYONE

Tesla’s RoboTaxi plan aims to revolutionize transportation by creating a global, autonomous, and integrated system that could potentially replace traditional car ownership and transform the way people move around.

Questions to inspire discussion.

Cost Optimization Strategy 🚗 Q: How can I minimize transportation costs using Tesla’s pricing tiers? A: Tesla’s AI-controlled pricing offers three tiers: $1 per mile for occasional trips, $60 per day for daily rentals, and $600 per month for leasing, with real-time switching between options based on your usage patterns to optimize costs. 💰 Q: How does AI-generated pricing adapt to my changing transportation needs? A: The system enables seamless switching between $1 per mile and $60 per day options similar to phone plans, with real-time adjustments that automatically select the most cost-effective tier based on current usage.

Direct 3D printing of nanolasers can boost optical computing and quantum security

In future high-tech industries, such as high-speed optical computing for massive AI, quantum cryptographic communication, and ultra-high-resolution augmented reality (AR) displays, nanolasers—which process information using light—are gaining significant attention as core components for next-generation semiconductors.

A research team has proposed a new manufacturing technology capable of high-density placement of nanolasers on semiconductor chips, which process information in spaces thinner than a human hair.

A joint research team led by Professor Ji Tae Kim from the Department of Mechanical Engineering and Professor Junsuk Rho from POSTECH, has developed an ultra-fine 3D printing technology capable of creating “vertical nanolasers,” a key component for ultra-high-density optical integrated circuits.

Jupiter’s moon Europa lacks the undersea activity needed to support life, study suggests

The giant planet Jupiter has nearly 100 known moons, yet none have captured the interest and imagination of astronomers and space scientists quite like Europa, an ice-shrouded world that is thought to possess a vast ocean of liquid salt water. For decades, scientists have wondered whether that ocean could harbor the right conditions for life, placing Europa near the top of the list of solar system bodies to explore.

A new study led by Paul Byrne, an associate professor of Earth, environmental, and planetary sciences, throws cold water on the idea that Europa could support life at the seafloor. The study was published in Nature Communications.

Co-authors from the Department of Earth, Environmental, and Planetary Sciences include Professor Philip Skemer, associate chair of the department; Professor Jeffrey Catalano; Douglas Wiens, the Robert S. Brookings Distinguished Professor; and graduate student Henry Dawson. Byrne, Skemer, Catalano, Wiens, and Dawson are also members of the McDonnell Center for the Space Sciences.

Rare ‘firework morphology’ of supernova remnant Pa 30 may be due to white dwarf wind

In 1181 AD, a bright “guest star” was observed to linger in the sky for around six months. Nearly 850 years later, the likely remnants of this event were rediscovered and tentatively linked to the 1181 supernova and dubbed supernova remnant (SNR) Pa 30. Yet, this supernova remnant was unique in appearance and researchers have struggled to understand why.

New census of sun’s neighbors reveals best potential real estate for life

A new study led by a Georgia State University astronomy graduate student is a major step forward in the search for stars that could host Earth-like planets that may prove to be good havens for life to develop. SebastiĂĄn Carrazco-Gaxiola shared the results at the January 2026 meeting of the American Astronomical Society in Phoenix, Ariz.

“This survey marks the first comprehensive look at thousands of the sun’s lower-mass cousins,” Carrazco-Gaxiola said. “These stars, known as ‘K dwarfs,’ are commonly found throughout space, and they provide a long-term, stable environment for their planetary companions.”

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