Tesla Updates Safety Score with 2.1, Addressing Night Driving, Community Calls for Action on Forward Collision Warnings

By Kevin Armstrong
Safety Score 2.1 Update
Safety Score 2.1 Update
Not a Tesla App

Tesla's Safety Score 2.1 update adjusts its evaluation criteria, particularly focusing on the Late-Night Driving metric. At the same time, the broader community continues to express concerns over other aspects of the system, notably the Forward Collision Warning.

Tesla has specifically addressed the Late-Night Driving metric, shifting the impactful driving window from 10 PM - 4 AM to 11 PM - 4 AM. This change directly responds to feedback regarding how late-night driving affects Safety Scores and, consequently, insurance premiums.

Addressing Concerns Beyond the Update

DriveTeslaCanada posted the story, which became quite a topic on Reddit. While the Late-Night Driving metric adjustment has been well-received, the Tesla community remains vocal about other system aspects, particularly the Forward Collision Warning’s sensitivity. Reports of frequent false alerts highlight a potential area for further improvement. Users suggest implementing a feature for manual incident reporting, using dashcam footage as evidence, to help refine the system's accuracy. Additionally, there's a call for Tesla to leverage such data to train its neural networks, aiming to reduce false positives.

Insurance and Safety Scores: Discussions extend to the implications of the Safety Score on Tesla Insurance premiums, with drivers sharing how updates and system sensitivities affect their scores and, subsequently, their insurance costs.

Reflecting on Safety Score 2.0

The introduction of Safety Score 2.0, almost one year ago to the day, marked a significant milestone, adding new safety factors like Excessive Speeding and Unbuckled Driving to Tesla's driving assessment tool. These factors, alongside the updated Late Night Driving metric and existing metrics like Hard Braking and Aggressive Turning, leverage Tesla's vast fleet data to encourage safer driving habits.

Tesla's Safety Score, evolving through versions from 1.0 to the current 2.1, serves as a personalized driving coach. Assessing driving behavior against a set of safety factors provides drivers with actionable feedback to improve their habits. This enhances road safety and offers the potential for lower insurance premiums, aligning financial incentives with safer driving practices.

The Safety Score's utility extends beyond individual feedback; it aggregates millions of miles of driving data to inform Tesla's safety feature development. This ongoing analysis helps identify trends and patterns in driving behavior, shaping the evolution of vehicle safety features and contributing to Tesla's reputation for producing some of the safest vehicles on the road.

As Tesla continues to refine its Safety Score system, incorporating driver feedback and advancing technology, the dialogue between the company and its community is vital. The adjustments in Safety Score 2.1, especially the revised Late-Night Driving metric, reflect a positive step towards balancing safety assessments with real-world driving experiences. Meanwhile, the ongoing discussions about FCW sensitivity underscore the importance of continuous improvement and innovation in vehicle safety systems.

Tesla’s More Affordable Vehicle Update: Q1 2025

By Karan Singh
@DominicBRNKMN/X

Alongside the many things we learned about Unsupervised FSD and the Robotaxi program, we also got to find out a little more about Tesla’s more affordable vehicle in the Q1 2025 Earnings Call.

There has been extensive reporting on what the long-anticipated affordable EV option would become, and we’ve seen numerous news stories mentioning that it was delayed or even arriving on time. The executive team revealed the near-term and long-term plans for Tesla’s upcoming vehicles, and there’s definitely good news to share here.

Updated Timeline

The most important piece of news is that despite all the talk of delays from supposed inside sources, Tesla has confirmed that the plan for its more affordable model remains on schedule for production to begin in the first half of 2025. Tesla’s executive team narrowed that timeline down further - and said that they expect production to kick off as soon as June and that the new model will be in the market shortly thereafter.

While the production timeline itself is on track, Tesla did note that the subsequent ramping process will likely be slower than initially hoped, citing global tariff and financial impacts as challenges to overcome to prepare its production lines.

Hybrid Production Approach

Tesla has once again confirmed that this will not be their next-generation vehicle, built using new production methods. Instead, they outlined a relatively more pragmatic approach for this new model.

Tesla will utilize aspects of both the next-generation platform as well as some parts of its current platforms (namely the Model 3 and Model Y). This means that Tesla will produce this new vehicle on the same manufacturing lines as the Model 3 and Model Y.

This strategy allows Tesla to bring the vehicle to the market more quickly, while also managing capital expenditures more efficiently by using existing infrastructure. However, Tesla’s executive team also noted that this approach, while faster, will result in fewer cost reductions than what might have been achieved with an entirely new platform and dedicated manufacturing process.

Vehicle Design

Using these existing production lines means that Tesla’s new vehicle will likely share some considerable similarities with either the existing Model 3 or Model Y. Rather than being a radically different and smaller vehicle, this new model will resemble the overall form factor and shape of Tesla’s current core offerings, while being optimized for a lower cost.

This doesn’t mean that Tesla is forgetting the overall goal here. Their ultimate goal is to reduce the initial cost of ownership and lower monthly payments for customers while maintaining a standard of excellence and safety.

Not Unboxed

Both at this Earnings Call and previous ones, Tesla has indicated that this new vehicle will not be using the innovative unboxed assembly method, at least for the time being. That relatively unique method will be developed and implemented specifically for the purpose-built Cybercab and for future vehicles on the next-generation platform.

We’re just a few days away from May, so it won’t be long before we see more about this upcoming vehicle. Stay tuned.

U.S. Announces New Autonomous Vehicle Framework and What It Means for Tesla

By Karan Singh
Not a Tesla App

In a follow-up move to the current US administration’s goals to introduce a federal framework for autonomous vehicles, the US Department of Transportation (USDOT) is loosening autonomy restrictions following an announcement from Secretary Sean Duffy on X. This new initiative helps streamline complex regulatory processes and foster home-grown innovation.

Automated Vehicle Framework

As part of the broader upcoming USDOT Innovation Agenda, the newly unveiled AV Framework is designed to promote American innovation and strengthen domestic engineering while maintaining existing safety standards. The framework centers around three key principles:

  • Prioritize Safety

  • Unleash Innovation

  • Enable Commercial Deployment

To kickstart this AV framework, USDOT announced two initial steps focused on streamlining processes and expanding opportunities.

Crash Reporting Requirements

Under the first principle to Prioritize Safety, the National Highway Traffic and Safety Administration (NHTSA) will maintain its Standing General Order requiring crash reporting on Advanced and Automated Driver Assistance Systems (ADAS and ADS). 

However, the reporting process will be streamlined following feedback from AV innovators, likely including Tesla. The goal here is to focus on collecting critical safety information while removing unnecessary or duplicative items from the reporting process, thereby reducing the burden without compromising safety.

Cutting Red Tape

Directly tied to the second principle of Unleash Innovation, the framework also seeks to slash red tape. The first step here is the expansion of the Automated Vehicle Exemption Program, or AVEP. This program allows manufacturers to petition for temporary exemptions from certain federal motor vehicle safety standards (FMVSS) for testing or deployment purposes.

Previously, the standard excluded domestically produced vehicles. Now, domestically produced AVs will not need to meet FMVSS, which will broaden the scope for manufacturers to test more innovative and unique designs and technologies.

Single National Standard for AVs

Finally, tied to the third principle of Enable Commerical Development, USDOT intends to move the United States closer to a single national standard for autonomous vehicles. This aims to prevent a confusing and inefficient patchwork of state-level or city-level laws and regulations, which can create hurdles for companies attempting to innovate, deploy, and scale their technology.

A unified standard across the United States also means that Canada and Mexico will likely be able to follow, as they share homologization standards across North America, including for vehicle crash safety and some autonomy regulations.

What This Means for Tesla

These framework changes will likely have a substantial impact on Tesla. The move towards a national standard is potentially the most impactful change, as Tesla identified regulatory hurdles as one of the most significant challenges it will face with the deployment of both Unsupervised FSD and its Robotaxi network.

The reduction of FMVSS requirements and streamlined reporting will likely play a role in the future as well. The FMVSS requirements are probably already being worked on, if not already met, by the Cybercab and other vehicles in Tesla’s lineup.

Meanwhile, the streamlined reporting will be helpful once Tesla officially launches its Robotaxi network in June.

You can read the official press release on the announcement here.

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