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Tesla could land $500 million dollar payday, courtesy of Fiat Chrysler in emissions tradeoff
Tesla and Fiat Chrysler have entered into a deal to help the legacy automaker weather strict European Union emissions regulations that are set to take effect next year, according to a report published by Financial Times. This arrangement is the first of its kind and is estimated by one Wall Street firm to equate to $500+ million dollars worth of credits to Tesla from Fiat Chrysler over the next 2-3 years.
Jefferies on the @Tesla @fiat open pooling arrangement:
"We assume that compensation to Tesla could be in excess of $500m relating to 2020 and 2021 each with payments possibly starting earlier (2019) to spread costs".
— Patrick McGee (@PatrickMcGee_) April 8, 2019
Beginning in 2020, 95% of automotive fleet-wide emissions in the EU must average under 95g of CO2 per kilometer, i.e., have a fuel efficiency of about 57 mpg for internal combustion vehicles. In 2021, full fleets must be compliant, and the penalties could add up to financial ruin for companies unable to meet the strict standards.
The EU rules further allow different auto companies and divisions to pool together to form an expanded fleet, thus averaging out emissions across larger numbers of vehicles. Companies with existing low or zero emissions divisions can combine with their higher emissions divisions to meet the standards, or if the benefit outweighs the awkward arrangement, they can combine with companies like Tesla whose all-electric, zero emissions fleets would provide significant average emissions reductions.
Tesla offered its “open pool” deal to other auto manufacturers, but the Italian-American car maker was the only one with an arrangement by Tesla’s March 25th deadline. Fiat Chrysler has been slower than its industry peers to adopt an electrification plan for its vehicles sold in the region and needed to buy more time until a strategy could be worked out. The company has announced a $10.5 billion dollar plan to bring alternative power to its vehicle lineup, but any efforts in that direction will not manifest into enough production vehicles to avoid the EU fines by the impending deadline.
Under EU rules, Tesla qualifies for “super-credits” which allow a trade-off of electric car sales against ICE vehicles; the company has already managed similar profitable credit trades in California that brought in $280 million dollars in 2017. This number may be where the estimated $500+ million payout figure from Jeffries Financial Group is stemming from. Altogether, the pooling arrangement looks to be a temporary win-win for the two companies, and the deal was reportedly agreed to on February 25th.
Tesla has become a proven leader in developing emissions-free transportation. Since the release of its flagship Model S luxury sedan, the car’s appeal has fueled both the growth of the company – now on its fourth mass-produced electric vehicle with a fifth on the way – and new market demand for electric cars. Tesla’s competitors have taken note and many have committed billions to electrification of their fleets, even without looming EU regulations. US auto industry giant Ford Motor Company, for example, is planning an $11 billion investment into 40 electrified vehicles by 2022, as announced at last year’s Detroit Auto show.
Overall, the “Tesla Effect” on the global market has only begun, and the beginning of the EU’s strict emissions regulations may be the tip of the iceberg of changes coming to the numerous industries impacted by the coming shifts in the automotive arena.
Elon Musk
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
10 billion miles of training data
Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-world products. In his post, Beisel highlighted Tesla’s data-driven lead in autonomy, and he also argued that it would not be easy for rivals to become a legitimate competitor to FSD quickly.
“The notion that someone can ‘catch up’ to this problem primarily through simulation and limited on-road exposure strikes me as deeply naive. This is not a demo problem. It is a scale, data, and iteration problem— and Tesla is already far, far down that road while others are just getting started,” Beisel wrote.
Musk responded to Beisel’s post, stating that “Roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving. Reality has a super long tail of complexity.” This is quite interesting considering that in his Master Plan Part Deux, Elon Musk estimated that worldwide regulatory approval for autonomous driving would require around 6 billion miles.
FSD’s total training miles
As 2025 came to a close, Tesla community members observed that FSD was already nearing 7 billion miles driven, with over 2.5 billion miles being from inner city roads. The 7-billion-mile mark was passed just a few days later. This suggests that Tesla is likely the company today with the most training data for its autonomous driving program.
The difficulties of achieving autonomy were referenced by Elon Musk recently, when he commented on Nvidia’s Alpamayo program. As per Musk, “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.” These sentiments were echoed by Tesla VP for AI software Ashok Elluswamy, who also noted on X that “the long tail is sooo long, that most people can’t grasp it.”
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Tesla earns top honors at MotorTrend’s SDV Innovator Awards
MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla emerged as one of the most recognized automakers at MotorTrend’s 2026 Software-Defined Vehicle (SDV) Innovator Awards.
As could be seen in a press release from the publication, two key Tesla employees were honored for their work on AI, autonomy, and vehicle software. MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla leaders and engineers recognized
The fourth annual SDV Innovator Awards celebrate pioneers and experts who are pushing the automotive industry deeper into software-driven development. Among the most notable honorees for this year was Ashok Elluswamy, Tesla’s Vice President of AI Software, who received a Pioneer Award for his role in advancing artificial intelligence and autonomy across the company’s vehicle lineup.
Tesla also secured recognition in the Expert category, with Lawson Fulton, a staff Autopilot machine learning engineer, honored for his contributions to Tesla’s driver-assistance and autonomous systems.
Tesla’s software-first strategy
While automakers like General Motors, Ford, and Rivian also received recognition, Tesla’s multiple awards stood out given the company’s outsized role in popularizing software-defined vehicles over the past decade. From frequent OTA updates to its data-driven approach to autonomy, Tesla has consistently treated vehicles as evolving software platforms rather than static products.
This has made Tesla’s vehicles very unique in their respective sectors, as they are arguably the only cars that objectively get better over time. This is especially true for vehicles that are loaded with the company’s Full Self-Driving system, which are getting progressively more intelligent and autonomous over time. The majority of Tesla’s updates to its vehicles are free as well, which is very much appreciated by customers worldwide.
Elon Musk
Judge clears path for Elon Musk’s OpenAI lawsuit to go before a jury
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder.
A U.S. judge has ruled that Elon Musk’s lawsuit accusing OpenAI of abandoning its founding nonprofit mission can proceed to a jury trial.
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder. These claims are directly opposed by OpenAI.
Judge says disputed facts warrant a trial
At a hearing in Oakland, U.S. District Judge Yvonne Gonzalez Rogers stated that there was “plenty of evidence” suggesting that OpenAI leaders had promised that the organization’s original nonprofit structure would be maintained. She ruled that those disputed facts should be evaluated by a jury at a trial in March rather than decided by the court at this stage, as noted in a Reuters report.
Musk helped co-found OpenAI in 2015 but left the organization in 2018. In his lawsuit, he argued that he contributed roughly $38 million, or about 60% of OpenAI’s early funding, based on assurances that the company would remain a nonprofit dedicated to the public benefit. He is seeking unspecified monetary damages tied to what he describes as “ill-gotten gains.”
OpenAI, however, has repeatedly rejected Musk’s allegations. The company has stated that Musk’s claims were baseless and part of a pattern of harassment.
Rivalries and Microsoft ties
The case unfolds against the backdrop of intensifying competition in generative artificial intelligence. Musk now runs xAI, whose Grok chatbot competes directly with OpenAI’s flagship ChatGPT. OpenAI has argued that Musk is a frustrated commercial rival who is simply attempting to slow down a market leader.
The lawsuit also names Microsoft as a defendant, citing its multibillion-dollar partnerships with OpenAI. Microsoft has urged the court to dismiss the claims against it, arguing there is no evidence it aided or abetted any alleged misconduct. Lawyers for OpenAI have also pushed for the case to be thrown out, claiming that Musk failed to show sufficient factual basis for claims such as fraud and breach of contract.
Judge Gonzalez Rogers, however, declined to end the case at this stage, noting that a jury would also need to consider whether Musk filed the lawsuit within the applicable statute of limitations. Still, the dispute between Elon Musk and OpenAI is now headed for a high-profile jury trial in the coming months.
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
