AI Driven Vehicles and Transportationβ€’β€’7 min readβ€’1213 words

πŸš€ Aerospace Manufacturing - Revival of a Historic Hangar

⚑Direct Technical Summary

Poseidon Aerospace has expanded into a new 110,000 sqft HQ in Alameda, California, located at the Alameda Naval Air Station, a former Navy hangar with an incredible history of buil

πŸš€ Aerospace Manufacturing - Revival of a Historic Hangar

Poseidon Aerospace has expanded into a new 110,000 sqft HQ in Alameda, California, located at the Alameda Naval Air Station, a former Navy hangar with an incredible history of building and supporting American aviation. This move marks the revival of aerospace manufacturing at the site.

Key Points:

  • Revival of a Historic Hangar: Poseidon Aerospace has taken over the Alameda Naval Air Station, a former Navy hangar, to establish its new headquarters, reviving the site's history of aerospace manufacturing.

  • New Facility: The new facility spans 110,000 sqft, providing ample space for Poseidon Aerospace's operations.

  • Aerospace Manufacturing: The move marks the revival of aerospace manufacturing at the site, with Poseidon Aerospace aiming to bring back the industry's presence.

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πŸ€– LLMs in Coding - A Double-Edged Sword

LLMs can significantly reduce silly bugs and tedious work in coding, but they often poorly design large systems. A clear intermediate layer, similar to a compiler or ML model definition, could help mitigate this issue.

Key Points:

  • LLMs in Coding: LLMs can reduce silly bugs and tedious work in coding, but they often poorly design large systems.

  • Intermediate Layer: A clear intermediate layer, similar to a compiler or ML model definition, could help mitigate the issue of poorly designed systems.

  • System Design: LLMs can be useful in coding, but their system design capabilities need improvement.

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🚒 Marauder Production - Hull Flip and Production Milestones

Poseidon Aerospace's Franklin, Louisiana team has completed the hull flip for their third Marauder, a significant production milestone. Marauders 4 and 5 are already moving through the production line, with the first Marauder on the water and a second close behind.

Key Points:

  • Hull Flip: Poseidon Aerospace's Franklin, Louisiana team has completed the hull flip for their third Marauder, a significant production milestone.

  • Production Milestones: Marauders 4 and 5 are already moving through the production line, with the first Marauder on the water and a second close behind.

  • Production Speed: Poseidon Aerospace is moving fast to meet the urgency of production.

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🀝 Multilingual AI - Detecting Nuanced Differences

As a multilingual person, I chat with AI on the same topic in different languages to detect nuanced differences in reasoning and learn how the same concept is expressed in different languages.

Key Points:

  • Multilingual AI: Chatting with AI in different languages can help detect nuanced differences in reasoning.

  • Language Expression: The same concept can be expressed differently in different languages, providing valuable insights.

  • Multilingualism: Multilingualism can enhance AI interactions and improve understanding.

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🚚 Safe Driving - Recognition and Reward

Safe driving is built mile after mile, and recognition can be too. Driver Appreciation Week is a reminder to thank safe truck drivers. The bigger opportunity is to make recognition part of everyday culture, all year long.

Key Points:

  • Safe Driving: Safe driving is built mile after mile, and recognition can be too.

  • Recognition: Driver Appreciation Week is a reminder to thank safe truck drivers.

  • Everyday Culture: Recognition should be part of everyday culture, not just limited to Driver Appreciation Week.

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πŸ€– Physical AI - The Same Race Every Time

Physical AI is the same race every time: who collects the most real-world data, then trains it fastest. Tesla won on autonomy with FSD because it had the largest vehicle fleet plus Cortex and custom silicon. Tesla will build thousands of Optimus robots this year and will win.

Key Points:

  • Physical AI: Physical AI is the same race every time: who collects the most real-world data, then trains it fastest.

  • Tesla's Advantage: Tesla won on autonomy with FSD because it had the largest vehicle fleet plus Cortex and custom silicon.

  • Optimus Robots: Tesla will build thousands of Optimus robots this year and will win.

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🚫 Alpamayo Model - Handwritten Code Safety Layer

The Alpamayo model needs a handwritten code safety layer because the AI is not safe. You're back into "if then else code". You think this will work? Also, tell me where I can drive Alpamayo. Well... nowhere. If pigs could fly...

Key Points:

  • Alpamayo Model: The Alpamayo model needs a handwritten code safety layer because the AI is not safe.

  • Code Safety: The AI's lack of safety requires a handwritten code safety layer.

  • Code Complexity: The solution involves "if then else code", which is complex.

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🀝 Internship Applications - Summer 2027

Internship applications for Summer 2027 are open! We're hiring engineering interns to focus on world models, ML inference, sensor systems and hardware, machine integration, and V&V testing. Hands-on work on machines out doing real earthwork with our partners. Come ready to...

Key Points:

  • Internship Applications: Internship applications for Summer 2027 are open.

  • Engineering Interns: We're hiring engineering interns to focus on various areas, including world models and ML inference.

  • Hands-on Work: Interns will have hands-on work on machines out doing real earthwork with our partners.

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πŸ“ ChatGPT Plugin Submission - Tips for Approval

Tips to get your ChatGPT Plugin submission approved fast:

  1. Install the OpenAI Developer plugin and let Astra/Sol create the submission JSON file. Ask it to review everything, even the category.
  2. Prepare dedicated test account and use user/password auth
  3. Keep your test cases simple and focused

Key Points:

  • ChatGPT Plugin Submission: Tips to get your ChatGPT Plugin submission approved fast.

  • Submission Process: Install the OpenAI Developer plugin and let Astra/Sol create the submission JSON file.

  • Test Cases: Keep your test cases simple and focused.

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πŸš— Rivian R1S - Cuevas Family Adventure

The best conversations happen somewhere between here and there. See what the Cuevas family (smalltalk.worldwide) dreamed up from inside our new R1S with captain’s chairs. Full story at https://rivn.co/46OTdBj β†—.

Key Points:

  • Rivian R1S: The Cuevas family (smalltalk.worldwide) had an adventure inside the new R1S with captain’s chairs.

  • Captain’s Chairs: The R1S features captain’s chairs, providing a unique experience.

  • Adventure: The Cuevas family had a memorable adventure.

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πŸ“‚Source / Implementation:AI Driven Vehicles and Transportation / resources-242.md
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Drishtant Ghosh (Drix10)
Drishtant Ghosh (Drix10)β€’Author & Engineer

Technical founder and engineer working across AI systems, developer infrastructure, and cybersecurity.