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TechCrunch Mobility: The AI skills arms race is coming for automotive

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Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. To get this in your inbox, sign up here for free — just click TechCrunch Mobility!

There is a bit of a theme emerging in transportation — and really every industry: AI is creating jobs for some at the loss of others. 

General Motors, for instance, laid off more than 10% of its IT department, or about 600 salaried employees — in a deliberate skills swap. This won’t translate into a one-to-one exchange, which means there will likely be a net-negative job loss. But GM insists it is hiring and those layoffs have made room for it to recruit IT people with AI-focused backgrounds.

The most sought-after capabilities are AI-native development, data engineering and analytics, cloud-based engineering, agent and model development, prompt engineering, and new AI workflows. In practical terms, GM is looking for people who know how to build with AI from the ground up — designing the systems, training the models, and engineering the pipelines — not just use AI as a productivity tool.

Those AI job losses are mounting in the automotive sector. CNBC calculated that Ford, GM, and Stellantis have cut a combined total of more than 20,000 U.S. salaried jobs, or 19% of their combined workforces, from recent employment peaks this decade. While there are a variety of reasons for these cuts, they are generally connected to technological changes, including AI.

Companies are leaning heavily into AI, although anecdotes from some engineers and founders suggests not all of these businesses know quite what they’re doing with it yet. 

Samsara is one company that seems to have figured out a revenue-generating use case. The company has spent the last decade giving its customers cameras to mount inside millions of trucks for driver monitoring, theft prevention, and helping with liability claims. The company took that mountain of data and trained its own model that can detect potholes and determine how quickly they are deteriorating. The company is pitching this product to cities and announced it has several under contract, including Chicago. 

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Image Credits:Bryce Durbin

Nothing this week, although I am working on a fun one! Reach out anytime with insights, tips, or just because. You can reach us via email or Signal.

Email Kirsten Korosec at kirsten.korosec@techcrunch.com or my Signal at kkorosec.07, or email Sean O’Kane at sean.okane@techcrunch.com.

Deals!

money the station
Image Credits:Bryce Durbin

You might have noticed that Rivian’s spinoff company Mind Robotics raised another $400 million, just two months after raising $500 million. And that pace got me thinking about its founder RJ Scaringe and his innate ability to get VC and institutional backers to invest in his ideas and projects.

I calculated that investors have poured $12.3 billion into Scaringe’s three startups — Also, Mind Robotics, and Rivian. That figure doesn’t include the close to $12 billion in gross proceeds raised in Rivian’s IPO, nor did I count the more recent strategic deals with Volkswagen Group and Uber — which together could add nearly $7 billion to Rivian’s coffers. 

You can read my whole riff on the topic here. But if you don’t feel like clicking, here is one item that stood out. I spoke to a number of insiders and investors and they all mentioned Scaringe’s ability to give undivided attention to whoever he’s talking to — whether it’s an investor, supplier, or exec — and make them feel like the most important person in the room. 

It’s yet another piece of evidence in my long-standing case against multitasking. Debate me!

Other deals that got my attention …

Arkeus, an Australian startup that developed perception software for autonomous drones and aircraft, raised $18 million in a Series A round led by QIC Ventures. Other investors include R+VC, Folklore Ventures, DYNE Ventures, Main Sequence Ventures, Salus Ventures, and Beaten Zone.

Aseon Labs, a Redwood City, California, startup that has developed a depot in a box for charging, cleaning, and inspecting autonomous fleets, came out of stealth with undisclosed backing by Y Combinator. 

Rapido raised $240 million in a round led by Prosus, and that values the Indian ride-hailing company at $3 billion. Existing investors, including WestBridge Capital and Accel, participated. The round was part of a larger $730 million primary and secondary financing.

Quantum Systems, a Germany-based drone startup backed by Peter Thiel, is in talks to raise around €600 million ($703 million) with companies like Airbus and Blackstone as investors, Bloomberg reported.

Notable reads and other tidbits

Image Credits:Bryce Durbin

Is Redwood Materials ready for an IPO? Senior reporter Sean O’Kane interviewed the company’s new CFO, Deepak Ahuja, whose name will be familiar to anyone who follows Tesla. Ahuja was Tesla’s former finance chief and most recently held a similar position at drone company Zipline. 

Tesla Robotaxis have crashed at least twice since July 2025 while a teleoperator was remotely driving the vehicles, according to newly unredacted information submitted to the National Highway Traffic Safety Administration.

Uber is expanding in India with two new engineering campuses that can fit about 9,600 people and a data center partnership aimed at supporting its overall product development and infrastructure operations.

Waymo issued a software update to its fleet of nearly 4,000 vehicles to help them avoid flooded roads as part of a recall announced by the NHTSA. Important note: The company hasn’t fully solved the problem of how its vehicles behave in these conditions.

One more thing …

Disrupt, our flagship annual tech conference in San Francisco, will be held in October. And while that is a ways off, I wanted to share one bit of news. We will have six stages this year, which you can read about in more detail here. One worth noting for this crowd is our AI in the Real World Stage.It will be here that we’ll dig into robotics, autonomous systems, manufacturing, defense, and industrial operations.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

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Health

FG disburses N249.6bn health fund in three years, targets 17,600 facilities

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The federal government says it has disbursed N249.6 billion to the Basic Health Care Provision Fund (BHCPF) in the past three years, representing 77.1 per cent of the N323.6 billion disbursed since the fund was established in 2019.

The government also plans to expand direct financing to at least 17,600 primary healthcare facilities and provide health insurance coverage for about 90,000 Nigerians in correctional facilities.

The Minister of State for Health and Social Welfare, Iziaq Salako, disclosed this on Wednesday in Abuja during a ministerial briefing on three years of implementation of the fund under President Bola Tinubu’s administration.

Established under the National Health Act 2014, the BHCPF is designed to improve access to essential healthcare, particularly for poor and vulnerable Nigerians.

Mr Salako said the fund had become a key instrument for implementing the Nigeria Health Sector Renewal Investment Initiative, launched in December 2023 to strengthen healthcare delivery and financing.

Disbursements and allocations

According to Mr Salako, total releases to the fund stood at N422.3 billion as of September 2026, with N323.6 billion disbursed.

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He said the Ministerial Oversight Committee approved an additional N40.76 billion at its meeting on 14 October. The approval is expected to raise cumulative disbursements to N364.3 billion, including N290.2 billion under the Tinubu administration, according to the statement.

Speaking on the latest allocation, Mr Salako said N19.87 billion would go to the National Health Insurance Authority, N18.34 billion to the National Primary Health Care Development Agency, N2.04 billion to emergency medical treatment and N509.48 million to the Nigeria Centre for Disease Control and Prevention.

He said the allocations would support health insurance, primary healthcare services, emergency medical response and disease surveillance.

Mr Salako added that the government was working with the National Assembly to increase the fund’s statutory allocation from one per cent to two per cent of the Consolidated Revenue Fund.

Health insurance and primary healthcare

On financial protection, Mr Salako said national health insurance enrolment increased from about 16.2 million people in 2023 to 23.06 million by the third quarter of 2026.

He said the BHCPF had supported insurance coverage for 3,182,943 vulnerable Nigerians with National Identification Numbers.

The fund, he added, had also supported free surgeries and rehabilitation for women with vesicovaginal fistula, emergency caesarean sections and other emergency obstetric and newborn care interventions for 96,068 women and babies.

Mr Salako said the oversight committee had also approved health insurance coverage for approximately 90,000 Nigerians in correctional facilities, with implementation expected to expand access to essential healthcare for inmates.

On primary healthcare delivery, he said direct facility financing currently supports 8,309 PHCs across the 36 states and the Federal Capital Territory.

He said the government planned to include a further 5,212 facilities, bringing the projected total to 13,521. However, the government’s broader target is to expand direct financing to at least 17,600 facilities.

Mr Salako added that the number of facilities attaining Level 2 readiness increased from 1,748 in 2024 to 3,202 in the third quarter of 2026.

He also said PHC attendance rose from 34.55 million in 2023 to 43.06 million by the second quarter of 2026.

Emergency services and health workers

On emergency medical services, Mr Salako said operational structures had been established in all 36 states and the FCT.

Through the Rural Emergency Service and Maternal Transport arrangements, emergency transport services had been established in 171 of the 172 local government areas covered by the Maternal and Newborn Mortality Reduction Innovation Initiative. The government plans to extend the initiative to 200 local government areas by December 2026.

He said the emergency response system had recorded 168,571 ambulance service episodes since 2023, covering obstetric emergencies, neonatal and under-five emergencies, road traffic injuries, snakebites, burns and other urgent medical conditions.

Mr Salako said 78,054 frontline health workers had been trained towards a national target of 120,000.

He also said the oversight committee approved phased salary support for 13,800 community-based health workers and skilled birth attendants. Under the arrangement, the federal government would cover eligible salary costs in full in the first year, 67 per cent in the second year and 33 per cent in the third year, before state governments assume full responsibility.

READ ALSO: FG partners US foundation to mobilise $1bn to tackle child malnutrition

He said the committee had also approved the operationalisation of MEDIPOOL, a pooled procurement mechanism intended to improve access to essential medicines and health commodities, subject to quality assurance and accountability safeguards.

Accountability and next steps

Mr Salako urged state governments to fulfil their counterpart financing obligations and ensure sustainable funding for primary healthcare services. He commended Katsina State for releasing N240.79 million to its State Health Insurance Agency to support expanded coverage.

He said the Ministry of Health and Social Welfare was strengthening financial accountability through the implementation of the updated BHCPF Guidelines 2.0 and collaboration with the Independent Corrupt Practices and Other Related Offences Commission to track the use of public funds.

He emphasised that timely reporting, transparent payments, and expenditure verification were necessary to ensure funds reached healthcare facilities and translated into services for patients.

Mr Salako said the government remained committed to increasing domestic health financing and improving access to essential healthcare, particularly for vulnerable Nigerians.


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Kwankwaso demands independent probe into suspected AI photos in INEC voter register

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The vice-presidential candidate of the Nigeria Democratic Congress, NDC, Rabiu Kwankwaso, has demanded an independent investigation into suspected AI-generated photographs and questionable records in the preliminary voter register released by the Independent National Electoral Commission, INEC, ahead of the 2027 general elections.

Kwankwaso questioned how the suspicious images entered the register and whether the identities linked to the records were properly verified.

In a statement shared on X, Kwankwaso said INEC’s decision to investigate the matter was welcome but insisted that the probe must be transparent and conducted independently of the commission.

“The investigation must be thorough, transparent and independent,” he said, demanding that the findings be made public and anyone found culpable be held accountable under the law.

He also called for an independent audit of the preliminary register, including checks for questionable entries, duplicate records and artificial identities.

Kwankwaso demands independent probe into suspected AI photos in INEC voter register

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