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How President Biden’s ‘Build Back Better’ plan could bring legacy carmakers into the 21st Century
The introduction of President Joe Biden’s “Build Back Better” plan ignited some electric vehicle enthusiasts with a new sense of relief that their country was considering revamping the EV incentive program in the United States. However, some automakers, specifically Tesla, which is not unionized, will not feel the advantages of favoritism that could result in legacy automakers getting an updated look at some of their production facilities. If the fans and owners of the car companies that will not receive specialized treatment due to unions, at least they can sleep at night knowing the outdated legacy companies will receive a boost, which will only accelerate the United States’ transition to electric vehicles.
President Biden is scheduled to visit GM’s Factory Zero in Detroit today, highlighting the Democrat’s focus on accelerating the mission of electrifying the country’s vehicle fleet. That is, if you are operating with unionized workers. While the lack of acknowledgment of industry leaders like Tesla has fueled some EV enthusiasts to highlight the questionable commitment of the President, Biden is still helping out the legacy automakers and has a reasonable portion of the “Build Back Better” budget set aside to bring lagging car companies up to date with their technologies.
U.S. Senate Panel looks to boost EV Tax Credit to $12,500: What we know so far
Biden, along with Democrats in Congress, has already proposed nearly $50 billion in tax breaks, including a focus on EVs becoming a mainstay of government transportation. Now, Biden’s plan will provide loans for retooling factories to bring facilities up to speed with the manufacturing of electric vehicles and packages that will assist automotive plant communities.
Of the “Build Back Better” plan’s budget, $3.5 billion is set aside for the retooling and revival of U.S. automotive production factories. It would allocate some spending in the plan to see that traditional U.S. automakers cannot say that they do not have the technologies or the ability to produce EVs. The factories would be revolutionized by being converted into high-tech EV manufacturing sites. These manufacturers could also receive up to $3 billion in loans through the Department of Energy Advanced Technology Vehicles Manufacturing Loan Program. Additionally, communities in these areas are set to see the revival of nearly $3.7 billion in incentives, Reuters reports.
Architectural rendering of the completed first phase of GM’s Wallace Battery Cell Innovation Center. The Wallace Center will will accelerate new technologies like lithium-metal, silicon and solid-state batteries along with production methods that can quickly be deployed at battery cell manufacturing plants like GM’s joint ventures with LG Energy Solution in Lordstown, Ohio, and Spring Hill, Tennessee, along with other undisclosed locations.
Gerald Johnson, GM’s Head of Global Manufacturing, told the media outlet that federal spending on this level could increase demand for EVs. The advances in vehicle manufacturing could introduce higher-quality vehicles with more admirable features. The re-introduction of the EV tax credit also contributes significantly to consumer interest in purchasing EVs. Johnson said GM’s North American EV assembly capacity will reach 20% in 2025, and 50% in 2030.
Biden’s plan does not only benefit the lagging automakers by fronting the money for rejuvenation of automotive manufacturing facilities but the consumer as well. Biden’s plan reintroduces the EV tax credit, with up to $12,500 being offered. The credit may put cash directly into consumers’ pockets.
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Tesla AI team burns the Christmas midnight oil by releasing FSD v14.2.2.1
The update was released just a day after FSD v14.2.2 started rolling out to customers.
Tesla is burning the midnight oil this Christmas, with the Tesla AI team quietly rolling out Full Self-Driving (Supervised) v14.2.2.1 just a day after FSD v14.2.2 started rolling out to customers.
Tesla owner shares insights on FSD v14.2.2.1
Longtime Tesla owner and FSD tester @BLKMDL3 shared some insights following several drives with FSD v14.2.2.1 in rainy Los Angeles conditions with standing water and faded lane lines. He reported zero steering hesitation or stutter, confident lane changes, and maneuvers executed with precision that evoked the performance of Tesla’s driverless Robotaxis in Austin.
Parking performance impressed, with most spots nailed perfectly, including tight, sharp turns, in single attempts without shaky steering. One minor offset happened only due to another vehicle that was parked over the line, which FSD accommodated by a few extra inches. In rain that typically erases road markings, FSD visualized lanes and turn lines better than humans, positioning itself flawlessly when entering new streets as well.
“Took it up a dark, wet, and twisty canyon road up and down the hill tonight and it went very well as to be expected. Stayed centered in the lane, kept speed well and gives a confidence inspiring steering feel where it handles these curvy roads better than the majority of human drivers,” the Tesla owner wrote in a post on X.
Tesla’s FSD v14.2.2 update
Just a day before FSD v14.2.2.1’s release, Tesla rolled out FSD v14.2.2, which was focused on smoother real-world performance, better obstacle awareness, and precise end-of-trip routing. According to the update’s release notes, FSD v14.2.2 upgrades the vision encoder neural network with higher resolution features, enhancing detection of emergency vehicles, road obstacles, and human gestures.
New Arrival Options also allowed users to select preferred drop-off styles, such as Parking Lot, Street, Driveway, Parking Garage, or Curbside, with the navigation pin automatically adjusting to the ideal spot. Other refinements include pulling over for emergency vehicles, real-time vision-based detours for blocked roads, improved gate and debris handling, and Speed Profiles for customized driving styles.
Elon Musk
Elon Musk’s Grok records lowest hallucination rate in AI reliability study
Grok achieved an 8% hallucination rate, 4.5 customer rating, 3.5 consistency, and 0.07% downtime, resulting in an overall risk score of just 6.
A December 2025 study by casino games aggregator Relum has identified Elon Musk’s Grok as one of the most reliable AI chatbots for workplace use, boasting the lowest hallucination rate at just 8% among the 10 major models tested.
In comparison, market leader ChatGPT registered one of the highest hallucination rates at 35%, just behind Google’s Gemini, which registered a high hallucination rate of 38%. The findings highlight Grok’s factual prowess despite the AI model’s lower market visibility.
Grok tops hallucination metric
The research evaluated chatbots on hallucination rate, customer ratings, response consistency, and downtime rate. The chatbots were then assigned a reliability risk score from 0 to 99, with higher scores indicating bigger problems.
Grok achieved an 8% hallucination rate, 4.5 customer rating, 3.5 consistency, and 0.07% downtime, resulting in an overall risk score of just 6. DeepSeek followed closely with 14% hallucinations and zero downtime for a stellar risk score of 4. ChatGPT’s high hallucination and downtime rates gave it the top risk score of 99, followed by Claude and Meta AI, which earned reliability risk scores of 75 and 70, respectively.
Why low hallucinations matter
Relum Chief Product Officer Razvan-Lucian Haiduc shared his thoughts about the study’s findings. “About 65% of US companies now use AI chatbots in their daily work, and nearly 45% of employees admit they’ve shared sensitive company information with these tools. These numbers show well how important chatbots have become in everyday work.
“Dependence on AI tools will likely increase even more, so companies should choose their chatbots based on how reliable and fit they are for their specific business needs. A chatbot that everyone uses isn’t necessarily the one that works best for your industry or gives accurate answers for your tasks.”
In a way, the study reveals a notable gap between AI chatbots’ popularity and performance, with Grok’s low hallucination rate positioning it as a strong choice for accuracy-critical applications. This was despite the fact that Grok is not used as much by users, at least compared to more mainstream AI applications such as ChatGPT.
News
Tesla (TSLA) receives “Buy” rating and $551 PT from Canaccord Genuity
He also maintained a “Buy” rating for TSLA stock over the company’s improving long-term outlook, which is driven by autonomy and robotics.
Canaccord Genuity analyst George Gianarikas raised his Tesla (NASDAQ:TSLA) price target from $482 to $551. He also maintained a “Buy” rating for TSLA stock over the company’s improving long-term outlook, which is driven by autonomy and robotics.
The analyst’s updated note
Gianarikas lowered his 4Q25 delivery estimates but pointed to several positive factors in the Tesla story. He noted that EV adoption in emerging markets is gaining pace, and progress in FSD and the Robotaxi rollout in 2026 represent major upside drivers. Further progress in the Optimus program next year could also add more momentum for the electric vehicle maker.
“Overall, yes, 4Q25 delivery expectations are being revised lower. However, the reset in the US EV market is laying the groundwork for a more durable and attractive long-term demand environment.
“At the same time, EV penetration in emerging markets is accelerating, reinforcing Tesla’s potential multi‑year growth runway beyond the US. Global progress in FSD and the anticipated rollout of a larger robotaxi fleet in 2026 are increasingly important components of the Tesla equity story and could provide sentiment tailwinds,” the analyst wrote.
Tesla’s busy 2026
The upcoming year would be a busy one for Tesla, considering the company’s plans and targets. The autonomous two-seat Cybercab has been confirmed to start production sometime in Q2 2026, as per Elon Musk during the 2025 Annual Shareholder Meeting.
Apart from this, Tesla is also expected to unveil the next-generation Roadster on April 1, 2026. Tesla is also expected to start high-volume production of the Tesla Semi in Nevada next year.
Apart from vehicle launches, Tesla has expressed its intentions to significantly ramp the rollout of FSD to several regions worldwide, such as Europe. Plans are also underway to launch more Robotaxi networks in several more key areas across the United States.
Tesla AI team burns the Christmas midnight oil by releasing FSD v14.2.2.1
Elon Musk’s Grok records lowest hallucination rate in AI reliability study
