# Mobility

Published articles for Mobility.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Physical AI Takes the Wheel: How the World's Robotaxi Leaders Are Building With NVIDIA Technologies

DevFeed: [Physical AI Takes the Wheel: How the World's Robotaxi Leaders Are Building With NVIDIA Technologies](<https://devfeed.tech/articles/physical-ai-takes-the-wheel-how-the-world-s-robotaxi-leaders-are-building-with-nvidia-technologies-6959.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/robotaxi-leaders-full-stack-open-platform/>)

Author: Ali Kani

Published: 2026-09-10T16:00:04Z

Content type: article

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [ai-models](<https://devfeed.tech/tags/ai-models.md>), [ai-training](<https://devfeed.tech/tags/ai-training.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [autonomous-vehicles](<https://devfeed.tech/tags/autonomous-vehicles.md>), [cosmos](<https://devfeed.tech/tags/cosmos.md>), [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [driving](<https://devfeed.tech/tags/driving.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvidia-blackwell](<https://devfeed.tech/tags/nvidia-blackwell.md>), [nvidia-dgx](<https://devfeed.tech/tags/nvidia-dgx.md>), [nvidia-drive](<https://devfeed.tech/tags/nvidia-drive.md>), [nvidia-halos](<https://devfeed.tech/tags/nvidia-halos.md>), [omniverse](<https://devfeed.tech/tags/omniverse.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [simulation-and-design](<https://devfeed.tech/tags/simulation-and-design.md>)

### AI overview

NVIDIA describes an open robotaxi platform for training AI driving models, simulation and safety validation, and real-time in-vehicle computing.

### Source excerpt

The global robotaxi market -- physical AI's first commercial breakthrough -- is projected to reach $400 billion by 2035, with over 6 million commercial vehicles in operation as driverless fleets are already moving people through some of the world's busiest and most complex streets. Deploying a driverless vehicle is one challenge. Scaling a fleet is [...]

## How mobility gives language models a deeper understanding of place

DevFeed: [How mobility gives language models a deeper understanding of place](<https://devfeed.tech/articles/how-mobility-gives-language-models-a-deeper-understanding-of-place-6814.md>)

Original publisher: [Read original article](<https://research.google/blog/how-mobility-gives-language-models-a-deeper-understanding-of-place/>)

Published: 2026-08-21T10:54:00Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Language models](<https://devfeed.tech/topics/language-models.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>), [data](<https://devfeed.tech/topics/data.md>), [datasets](<https://devfeed.tech/topics/datasets.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [algorithms-theory](<https://devfeed.tech/tags/algorithms-theory.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [data](<https://devfeed.tech/tags/data.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [earth-ai](<https://devfeed.tech/tags/earth-ai.md>), [embedding](<https://devfeed.tech/tags/embedding.md>), [google](<https://devfeed.tech/tags/google.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [machine-intelligence](<https://devfeed.tech/tags/machine-intelligence.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [model](<https://devfeed.tech/tags/model.md>), [models](<https://devfeed.tech/tags/models.md>), [points](<https://devfeed.tech/tags/points.md>), [research](<https://devfeed.tech/tags/research.md>), [vector](<https://devfeed.tech/tags/vector.md>)

### AI overview

Google Research introduces Mobility-Embedded POIs (ME-POIs), a framework that combines language-model-based text representations of places with aggregated, anonymized mobility patterns. The resulting embeddings capture both a place's identity and its changing functional activity, improving predictions such as visit intent, price level, opening hours, and busyness.

### Source excerpt

Algorithms & Theory

## Repost: State of Lisp Implementations (2024)

DevFeed: [Repost: State of Lisp Implementations (2024)](<https://devfeed.tech/articles/repost-state-of-lisp-implementations-2024-11010.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2024/05/repost-state-of-lisp-implementations/>)

Published: 2024-05-07T06:21:00Z

Content type: opinion

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Lisp](<https://devfeed.tech/topics/lisp.md>), [Cisco](<https://devfeed.tech/topics/cisco.md>), [Networks](<https://devfeed.tech/topics/networks.md>), [iOS](<https://devfeed.tech/topics/ios.md>), [evpn](<https://devfeed.tech/topics/evpn.md>)

Tags: [cisco](<https://devfeed.tech/tags/cisco.md>), [design](<https://devfeed.tech/tags/design.md>), [development](<https://devfeed.tech/tags/development.md>), [evpn](<https://devfeed.tech/tags/evpn.md>), [ios](<https://devfeed.tech/tags/ios.md>), [lisp](<https://devfeed.tech/tags/lisp.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [network-design](<https://devfeed.tech/tags/network-design.md>), [networks](<https://devfeed.tech/tags/networks.md>), [routing](<https://devfeed.tech/tags/routing.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

This repost discusses the uncertain state of LISP support, including its removal from IOS XR and concerns about Cisco's future support. It describes the consequences for extreme-mobility and safety-critical networks, including possible parallel LISP and PMIPv6 backbones and the need for supplier and technology diversity.

### Source excerpt

You might remember Béla Várkonyi's use of LISP to build resilient ground-to-airplane networks from last week's repost. It seems he's not exactly happy with the current level of LISP support, at least based on what he wrote as a response to Jeff McLaughlin's claim that "I can tell you that our support for EVPN does not, in any way, indicate the retirement of LISP for SD-Access.": Nice to hear the Cisco intends to support LISP. However, it is removed from IOS XR already. So it is not that clear... If Cisco will stop supporting LISP, then we will be forced to create our own LISP routers, since we need it for extreme mobility environments. Read more ...

## Repost: The Real LISP Mobility Use Case

DevFeed: [Repost: The Real LISP Mobility Use Case](<https://devfeed.tech/articles/repost-the-real-lisp-mobility-use-case-10989.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2024/04/repost-lisp-mobility/>)

Published: 2024-04-30T05:59:00Z

Content type: article

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Lisp](<https://devfeed.tech/topics/lisp.md>), [BGP](<https://devfeed.tech/topics/bgp.md>), [networking](<https://devfeed.tech/topics/networking.md>), [Publish-subscribe pattern](<https://devfeed.tech/topics/pubsub.md>)

Tags: [bgp](<https://devfeed.tech/tags/bgp.md>), [lisp](<https://devfeed.tech/tags/lisp.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [networks](<https://devfeed.tech/tags/networks.md>), [protocol](<https://devfeed.tech/tags/protocol.md>), [routing](<https://devfeed.tech/tags/routing.md>)

### AI overview

The article discusses using LISP with PUBSUB for multilink mobility in ground-to-airplane networks. It argues that LISP may handle frequent mobility events, scale, and safety-critical requirements better than BGP in this use case, while noting that several protocol extensions and standardized reliable transport are still needed.

### Source excerpt

Béla Várkonyi is working on an interesting challenge: building ground-to-airplane(s) networks providing multilink mobility. Due to its relative simplicity, he claims LISP works much better than BGP in that environment. In some newer routers BGP would not be such a big bottleneck, but you need a lot of knob turning in BGP to get it right, while in LISP it is quite simple. If you have many thousands concurrent airplanes with multi-link and max. 16 subnets with different routing policies on each, and the radio links are going up and down, then you have a large number of mobility events. Read more ...

## LISP vs EVPN: Mobility in Campus Networks

DevFeed: [LISP vs EVPN: Mobility in Campus Networks](<https://devfeed.tech/articles/lisp-vs-evpn-mobility-in-campus-networks-10981.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2024/04/mobility-campus-networks-lisp-evpn/>)

Published: 2024-04-11T06:29:00Z

Content type: opinion

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [evpn](<https://devfeed.tech/topics/evpn.md>), [Lisp](<https://devfeed.tech/topics/lisp.md>), [networking](<https://devfeed.tech/topics/networking.md>), [BGP](<https://devfeed.tech/topics/bgp.md>)

Tags: [bgp](<https://devfeed.tech/tags/bgp.md>), [churn](<https://devfeed.tech/tags/churn.md>), [evpn](<https://devfeed.tech/tags/evpn.md>), [latency](<https://devfeed.tech/tags/latency.md>), [lisp](<https://devfeed.tech/tags/lisp.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [networking](<https://devfeed.tech/tags/networking.md>), [networks](<https://devfeed.tech/tags/networks.md>), [protocol](<https://devfeed.tech/tags/protocol.md>)

### AI overview

This opinion examines whether LISP handles campus mobility better than EVPN. It argues that the LISP-versus-EVPN scaling debate can become irrelevant when the switch CPU-to-ASIC bus is the bottleneck, and questions claims that EVPN cannot handle the churn associated with wireless endpoint roaming. It also discusses possible latency spikes after MAC move events.

### Source excerpt

I decided not to get involved in the EVPN-versus-LISP debates anymore; I'd written everything I had to say about LISP. However, I still get annoyed when experienced networking engineers fall for marketing gimmicks disguised as technical arguments. Here's a recent one: Read more ...

## Lessons from Leading a Remote Engineering Team

DevFeed: [Lessons from Leading a Remote Engineering Team](<https://devfeed.tech/articles/lessons-from-leading-a-remote-engineering-team-1466.md>)

Original publisher: [Read original article](<https://shopify.engineering/lessons-leading-remote-engineering-team>)

Author: Lawrence Mandel

Published: 2019-07-25T18:00:00Z

Content type: opinion

Language: en

Sources: [Shopify Engineering](<https://devfeed.tech/sources/shopify-engineering.md>), [Shopify Engineering - Shopify Engineering](<https://devfeed.tech/sources/shopify-engineering-shopify-engineering.md>)

Topics: [Production Engineering](<https://devfeed.tech/topics/production-engineering.md>), [Shopify](<https://devfeed.tech/topics/shopify.md>)

Tags: [canada](<https://devfeed.tech/tags/canada.md>), [career](<https://devfeed.tech/tags/career.md>), [engineering-management](<https://devfeed.tech/tags/engineering-management.md>), [global](<https://devfeed.tech/tags/global.md>), [health](<https://devfeed.tech/tags/health.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [production-engineering](<https://devfeed.tech/tags/production-engineering.md>), [remote](<https://devfeed.tech/tags/remote.md>), [uk](<https://devfeed.tech/tags/uk.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

A Shopify engineering leader shares lessons from managing remote teams, including the benefits of a global hiring pool, a more diverse workforce, stronger employee retention, and location-based team capabilities.

### Source excerpt

Shopify's Director of Production Engineering talks about the benefits of remote teams, building a remote team, and setting your people up to succeed.