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Uber wants to turn its millions of drivers into a sensor grid for self-driving companies

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Uber has a long-term ambition that goes well beyond shuttling passengers: the company eventually wants to outfit its human drivers’ cars with sensors to soak up real-world data for autonomous vehicle (AV) companies — and potentially other companies training AI models on physical-world scenarios.

Praveen Neppalli Naga, Uber’s chief technology officer, revealed the plan in an interview at TechCrunch’s StrictlyVC event in San Francisco on Thursday night, describing it as a natural extension of a nascent program the company announced in late January called AV Labs.

“That is the direction we want to go eventually,” Naga said of equipping human drivers’ vehicles. “But first we need to get the understanding of the sensor kits and how they all work. There are some regulations — we have to make sure every state has [clarity on] what sensors mean, and what sharing it means.”

For now, AV Labs relies on a small, dedicated fleet of sensor-equipped cars that Uber operates itself, separate from its driver network. But the ambition is clearly much larger. Uber has millions of drivers globally, and if even a fraction of those cars could be transformed into rolling data-collection platforms, the scale of what Uber could offer the AV industry would dwarf what any individual AV company could assemble on its own.

The insight driving the program, Naga said, is that the limiting factor for AV development is no longer the underlying technology. “The bottleneck is data,” he said. “[Companies like Waymo] need to go around and collect the data, collect different scenarios. You may be able to say: in San Francisco, ‘At this school intersection, I want some data at this time of day so I can train my models.’ The problem for all these companies is access to that data, because they don’t have the capital to deploy the cars and go collect all this information.”

Becoming the data layer for the entire AV ecosystem is a pretty smart play, particularly considering Uber years ago abandoned its own ambitions to build self-driving cars (a move that co-founder Travis Kalanick has publicly lamented as a big mistake). Indeed, many industry observers have wondered if, without its own self-driving cars, Uber might one day be rendered irrelevant as AVs increasingly spring up around the globe.

The company currently has partnerships with 25 AV companies — including Wayve, which operates in London — and is building what Naga described as an “AV cloud”: a library of labeled sensor data that partner companies can query and use to train their models. Partners, which Uber plans to more aggressively invest in directly, can also use the system to run their trained models in “shadow mode” against real Uber trips, simulating how an AV would have performed without actually putting one on the road.

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“Our goal is not to make money out of this data,” Naga said. “We want to democratize it.”

Given the obvious commercial value of what Uber is building, that positioning may not last long. The company has already made equity investments in numerous AV players, and its ability to offer proprietary training data at scale could give it significant leverage over a sector that right now depends on Uber’s ride marketplace to reach customers.

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Nigerian-British grandma Arrested with 13kg Cocaine Concealed in Plantain Peels

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BY SUNDAY SAMUEL—At 67-year-old Nigerian-British grandmother, Mary Yetunde Barek, has been arrested by the operatives of the National Drug Law Enforcement Agency (NDLEA), after officers allegedly discovered 13kg of cocaine concealed in fake plantain peels hidden among food items in her luggage at the Murtala Muhammed International Airport (MMIA), Lagos.

The suspect who works as a caregiver in the United Kingdom was arrested at the departure hall of terminal 2 of the Lagos airport while attempting to board a Virgin Atlantic airline flight to London on Sunday 28th June 2026. A thorough search of her bags resulted in the discovery of 31 big wraps of cocaine which were packaged to appear like plantain hands, weighing a total of 13 kilograms. In her statement, the elderly woman admitted full ownership of the recovered cocaine exhibits.

Meanwhile, a sting operation in Ekwusigo Local Government Area of Anambra State on Monday 29th June 2026 has resulted in the arrest of a 45-year-old PhD student at the University of Putra, Malaysia, Nwabueze Felix Onyeka over the seizure of 5.80 kilograms of cocaine concealed in walls of nine cartons of Orijin bitters, a consignment that was part of a consolidated cargo heading to Kuala Lumpur, Malaysia.
The arrest of Nwabueze in Anambra state followed the interception of 36 parcels of cocaine, with a gross weight of 5.80 kilograms, concealed within the walls of the herbal drink cartons. Four suspects initially arrested in parts of Lagos during investigations include: the cargo agent, Alalade Taiwo Azeez; the driver who conveyed the consignment to the cargo agent, Ndem Ogbonna Kelechi; a trader at ASPANDA market, Trade Fair Complex, Lagos who handed over the consignment to the driver for delivery to the cargo agent, Okeke Tochukwu Chimezie and an accomplice who supplied the cartons of Origin bitters used in concealing the cocaine, Igwilo Chidi Henry. The efforts eventually paid off, leading to the unmasking of Nwabueze hiding in his village Aziora, Ozubulu, Anambra state as the leader of the syndicate.
In Taraba, NDLEA operatives acting on credible intelligence on Saturday 4th July arrested a suspect, Daniel Harrison Ugwuoke, 30, with 43,980 capsules of Tramadol concealed inside two vehicle fuel tanks along Zaki-biam road Wukari Local Government Area of the state, while coming from Onitsha, Anambra state.
Two suspects: Boniface Agu, 65, and Monday Nwaeze, 50, were arrested in possession of 1.7 kilograms of methamphetamine by NDLEA officers on Thursday 2nd July during a raid operation at Gwantu, Gwantu LGA Kaduna state, while a 65-year-old suspect Francis Ifara Eja was nabbed with 231.7kg skunk at Ikwo, Ebonyi state on Saturday 4th July. Similarly, a 75-year-old grandpa Alhaji Babani was arrested in possession of 15kg skunk at Kurgwi, Qua’anpan LGA, Plateau state on Friday 3rd July.
In Gombe, NDLEA operatives acting on credible intelligence on Wednesday 1st July arrested the duo of Dahiru Mohammed, 65, and Isiya Lawan, 36, at Kuri village, Yamaltu- Deba LGA, where they were found with 587 blocks of cannabis sativa, weighing 556 kilograms.
With the same level of dedication, Commands and formations of the Agency across the country continued their War Against Drug Abuse (WADA) sensitization activities in schools, worship centres, work places and communities among others in the past week. These include: WADA enlightenment lecture to students and staff of Girls Secondary School, Abagana, Anambra; Government Technical College, Obe, Enugu; Adeola Odutola College, Ijebu Ode, Ogun state; and FCE Staff Demonstration School, Kabuga, Kano state, among others.
While commending the officers and men of MMIA, Taraba, Kaduna, Ebonyi, Plateau, and Gombe Commands for the arrests and seizures, Chairman/Chief Executive Officer of NDLEA, Brig. Gen. Mohamed Buba Marwa (Rtd) noted their drug supply reduction efforts balanced with WADA sensitization activities while he charged them and their compatriots across the country to continue to raise the operational bar.

The post Nigerian-British grandma Arrested with 13kg Cocaine Concealed in Plantain Peels appeared first on Business Today NG.

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Nigerian govt not operating “shadow budget” – Finance Minister

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The Federal Government has dismissed claims that it spent more than ₦8 trillion outside the approved budget, insisting that it does not operate a “shadow budget” and that all public expenditures are carried out within the framework of the Constitution and relevant laws.

In a statement issued on Sunday, the Minister of Finance and Coordinating Minister of the Economy, Taiwo Oyedele, described recent public commentary suggesting that about two per cent of Nigeria’s Gross Domestic Product (GDP) was spent outside legislative approval as inaccurate and misleading.

The minister said the claims, reportedly linked to references made by the International Monetary Fund (IMF) and its 2026 Article IV Consultation Report, created a false impression about the Federal Government’s financial management practices.

“For the avoidance of doubt, the Federal Government does not operate a ‘shadow budget’ or expend public funds outside the constitutional and statutory framework established for public finance,” Mr Oyedele stated.

He explained that under Sections 80 to 83 and 162 of the 1999 Constitution, as amended, public funds may be withdrawn and spent only in accordance with constitutional provisions and laws enacted by the National Assembly.

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According to him, federal expenditures are undertaken through duly enacted Appropriation Acts, Supplementary Appropriation Acts and other statutory authorisations approved by lawmakers.

The minister also noted that multi-year capital projects, which often extend beyond a single fiscal year, are implemented under existing legal provisions, including approved capital rollovers where necessary.

He argued that such arrangements are standard features of public financial management and should not be interpreted as spending outside the budget.

Mr Oyedele challenged those making the allegations to provide evidence of specific projects allegedly executed without appropriation or legal authorisation.

“Such allegations should have identified the specific projects purportedly executed without appropriation or legal authority and present credible evidence in support of the claim,” he said.

The minister further explained that Nigeria’s fiscal framework includes several statutory transfers, first-line charges and intervention mechanisms established by Acts of the National Assembly.

These include statutory allocations to development commissions and agencies created by law, cost-of-collection provisions for revenue-generating agencies, capital expenditures approved through separate budgets, special interventions addressing national priorities, as well as debt service obligations and other statutory transfers.

He stressed that these expenditures are lawful, publicly disclosed and subject to oversight, audit and accountability mechanisms.

According to Mr Oyedele, differences between how such expenditures are reported in fiscal documents and how they appear in annual appropriation laws often arise from international reporting standards and should not be misconstrued as evidence of unlawful spending.

The minister also rejected suggestions that the reported amount represented an increase in Nigeria’s fiscal deficit.

He explained that fiscal deficits are determined by the relationship between total government revenues and expenditures, adding that the source of financing for approved projects does not automatically increase the deficit.

Mr Oyedele said the IMF’s observations were largely focused on improving the comprehensiveness, timing and presentation of fiscal reporting rather than questioning the legality of government spending.

He recalled that President Bola Tinubu had, during the presentation of the 2026 Appropriation Bill to the National Assembly in December 2025, advocated harmonising multiple and overlapping budgets into a single, cohesive framework.

The minister reaffirmed the Federal Government’s commitment to transparency, accountability and prudent fiscal management, noting that ongoing reforms have strengthened budget credibility, revenue administration, treasury management and the digitalisation of government financial processes.

READ ALSO: Oyedele confirms Nigeria has drawn first $1.5 billion under $5 billion Abu Dhabi financing deal

He added that these reforms have received recognition from the IMF, other multilateral institutions, international credit rating agencies, investors and major global media organisations.

While welcoming public scrutiny of government finances, Mr Oyedele urged commentators to ensure that debates are based on facts and a proper understanding of Nigeria’s constitutional and fiscal framework.

“The Federal Government will continue to uphold the rule of law, maintain transparency in the management of public resources, and work with the National Assembly, oversight institutions, development partners and the Nigerian people further to strengthen fiscal governance in line with international best practices,” he said.


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