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Tesla Autopilot veterans launch company to accelerate self-driving development
After working on Tesla’s Autopilot team for 2.5 years, Andrew Kouri and Erik Reed decided to start their own self-driving, AI-based company rightfully named lvl5. Together with iRobot engineer George Tal, lvl5 aims to develop advanced vision software and HD maps for self-driving cars.
Founded in 2016, lvl5 was incubated at renown Silicon Valley incubator Y Combinator and later raised $2 million in seed funding from investor Paul Buchheit, who’s a partner at Y Combinator and creator of Gmail, and Max Altman’s 9Point Ventures.

In just 3 months, lvl5 racked up almost 500,000 miles of US roadway coverage with Payver. (Photo: lvl5)
“Working with lvl5’s founders while they were at Y Combinator, it was clear they have unmatched expertise in computer vision, which is the secret sauce of their solution,” said Buchheit. “I have no doubt this is the team to make self-driving a reality in the near term.”
At the center of lvl5’s technology is their computer vision algorithms. Founder and CTO George Tall previously specialized in computer vision technology at iRobot. In addition to Tall’s experience at iRobot, Kouri and Reed’s experience at Tesla undoubtedly left them with unparalleled expertise in computer vision.
Instead of turning to expensive LiDAR technology, lvl5’s computer vision analyzes its environment for stoplights, signs, potholes, and other objects. The system can be accurate to 10cm, a notable measure considering it’s derived from simple cameras and smartphones. In comparison, LiDAR systems can cost over $80,000 but are accurate to 3cm.
- Each purple trace through the intersection contributes to building the 3D map from a 2D image. For each frame, lvl5’s computer vision technology computes the position of the vehicle relative to other objects in the intersection and create a point cloud that resembles the output from LiDAR. Each white sideways “pyramid” represents the location of a captured frame in the video trace. (Photo: lvl5)
- This image is taken from one of lvl5’s neural nets, which is designed to draw a box around the position of traffic lights in an image. (Photo: lvl5)
- With only two trips through this intersection, lvl5 can start to extract semantic features such as a stop sign. (Photo: lvl5)
- The three founders of lvl5 in front of their SF home. Left to right: Erik Reed, Andrew Kouri, George Tall (Photo: Lvl5)
So how will lvl5 map roadways in the world using their computer vision technology? Smartphones. Well, for now at least. The company has released an app called Payver that allows anyone’s smartphone to collect data while driving and get paid between $.01-$.05 per mile, depending on a number of factors. Users of the app place their phone in a mount on their dashboard and let the app gather driving data.
The data is sent to lvl5’s central hub and processed by their computer vision technology. “Lvl5 is solving one of the biggest obstacles to widespread availability of self-driving technology,” said Max Altman, one of lvl5’s seed round investors and partner at 9Point Ventures. “Without accurate and efficient HD mapping, as well as the computer vision software that enables it, self-driving vehicles will take much longer to reach mass-market. This will delay everything from safer roads to efficient delivery services.”
GIF: lvl5
“We have to make self-driving available worldwide – not just in California,” Co-Founder and CEO Andrew Kouri said in a company statement. “Our approach, which combines computer vision software, crowdsourcing and widely available, affordable hardware, means our technology is accessible and will make self-driving a reality today, rather than five years from now.”
The company has already established pilot programs with major automakers and both Uber and Lyft. Companies will pay lvl5 an initial fee to use the maps, along with a monthly subscription to keep the maps continuously updated. “Through its OEM-agnostic approach, lvl5 will be able to collect significant amounts of mapping data from millions of cars in order to scale the technology for the benefit of drivers and pedestrians around the world,” the company’s press release states.
News
Ark Invest sees potential in xAI as the world adopts more AI models
Ark’s new stake in xAI bets on Musk’s future plans. Will the newly merged companies deliver the next AI breakthrough?

Ark Invest reinvested in X Corp in Q1 2025 through its Ark Venture Fund, which converted into a position in xAI, Elon Musk’s artificial intelligence company.
In March, xAI acquired X, intertwining the two companies’ futures. The stock merger values xAI at $80 billion and X at $33 billion. After xAI acquired X, Elon Musk noted that the combined company would unlock “immense potential.” Ark Invest believes in Musk’s vision for xAI and X Corp.
“…the deal created a new combined entity called XAI Holdings Corp., a strategic union that integrates xAI’s cutting-edge foundational models with X’s massive user base of over 600 million strong to unlock a platform that blends real-time communication with AI-enhanced discovery, truth-seeking, and personalized knowledge delivery.
“We believe this merger will be a significant catalyst for consumer AI adoption and foundational model monetization,” Ark noted.
Musk is reportedly planning a valuation adjustment for xAI. CNBC’s David Faber noted in April that Musk hinted at a new funding round for his artificial intelligence startup during an investor call.
The merger supports Musk’s vision to transform X into an “everything app,” where people can communicate, make monetary transactions, catch up on news, and more. xAI is already working on providing financial services. It recently partnered with TWG Global and Palantir to integrate AI with financial services.
In addition, XAI Holdings also has X Money, a payment system that could rival Venmo, Zelle, and Apple Pay. X Corp. secured a Visa partnership in January and money-transmitter licenses in 42 states, including California, in September 2024.
X Money faces opposition in New York from Manhattan Democrats Assemblymember Micah Lasher and state Sen. Brad Hoylman-Sigal, who sent a letter Monday to the state’s Department of Financial Services, urging rejection of X Corp.’s money-transmitter license. The lawmakers cited Musk’s leadership as a risk to consumer data and financial infrastructure.
Ark’s investment in xAI underscores confidence in its AI-driven future, amplified by the XAI Holdings merger. As xAI leverages X’s platform to scale AI innovation, Ark’s stake positions it to benefit from a transformative shift in consumer AI and fintech, despite ongoing challenges.
News
Starlink Direct to Cell to boost remote businesses in Chile
Entel teams up with Starlink Direct to Cell to power SMEs & industries in Chile’s remote regions. Remote businesses get a major tech upgrade.

Entel will provide Starlink Direct to Cell services to businesses in Chile and Peru, boosting connectivity in underserved regions.
Entel is Chile’s leading telecommunications provider. Its strategic collaboration leverages Starlink’s Direct to Cell service by offering advanced internet solutions to small and medium-sized enterprises (SMEs) and large corporations.
The partnership targets industries like mining, agriculture, and forestry, which often face connectivity challenges in remote areas. By tapping into Starlink’s low-latency satellite constellation, Entel aims to bridge these gaps, driving innovation and competitiveness.
The collaboration with Entel follows Starlink’s April expansion in Brazil, where its internet was integrated into John Deere’s agricultural equipment. Through its mobile app, Starlink provided Brazilian farmers with live video feeds, sensor data, and real-time sharing.
Entel’s Starlink Direct to Cell service includes value-added features such as 24/7 network monitoring, proactive management, and dedicated technical support. An observability feature will allow businesses to track real-time connectivity performance through web or mobile applications, enhancing operational efficiency.
The service’s accessibility to SMEs is a key focus. Starlink Direct to Cell is expected to empower small businesses to engage in e-commerce, improve customer communication, and expand digital operations.
Starlink’s Direct to Cell expansion into Peru underscores Entel’s regional ambitions, positioning it as a leader in Latin America’s business connectivity landscape. While details of the Peruvian rollout remain forthcoming, the move aligns with the region’s post-COVID-19 economic recovery. Reliable internet is critical for businesses to adopt cloud-based technologies and access global markets.
Starlink’s growing influence in Latin America highlights its role in transforming connectivity for underserved areas. Entel’s partnership strengthens its portfolio and helps businesses navigate a digital economy. As industries in Chile and Peru leverage Starlink’s capabilities, the collaboration could set a precedent for regional telecom providers, fostering innovation and economic growth across diverse sectors.
Elon Musk
Bill Gates estimates DOGE cuts will cost children’s lives, Elon Musk responds
Musk responded with choice words towards Gates.

During a recent interview with the New York Times, Microsoft cofounder Bill Gates shared a lot of criticism towards Tesla CEO Elon Musk and his work with the Trump administration’s Department of Government Efficiency (DOGE). Musk, for his part, responded with choice words towards Gates.
Bill Gates on DOGE
In his NYT interview, Gates lamented the fact that funding has been cut for programs that are supposed to help children abroad. Referencing the DOGE cuts made to the money going to Gaza Province in Mozambique, Gates stated that the people doing the cutting are not the most knowledgeable.
“They cut the money to Gaza Province in Mozambique. That is really for drugs, so mothers don’t give their babies H.I.V. But the people doing the cutting are so geographically illiterate, they think it’s Gaza and condoms. Will they go meet those babies who got H.I.V. because that money was cut? Probably not,” Gates noted, adding that there will be “millions of additional deaths of kids” because of the cuts.
The Microsoft cofounder also admitted that he was surprised at the cuts that the Trump administration has implemented through the guidance of DOGE. As per Gates, he expected U.S.A.I.D. to receive a cut of about 20%, but the administration cut far more. “The reductions to U.S.A.I.D. are stunning. I thought there’d be, like, a 20% cut. Instead, right now, it’s like an 80% cut. And yes, I did not expect that,” he said.
Gates and Musk
Considering the nature of the interview, it was no surprise that Elon Musk himself was brought up as a topic. When the Times noted that Musk was not giving much away to the needs of the world’s poor, Gates stated that the Tesla CEO was ultimately the one who pushed for the cuts on U.S.A.I.D.’s budget. These cuts, Gates argued, effectively involve Musk in the deaths of the world’s poorest children.
“Well, he’s the one who cut the U.S.A.I.D. budget. He put it in the wood chipper, because he didn’t go to a party that weekend… the world’s richest man has been involved in the deaths of the world’s poorest children,” Gates stated. Musk, in response, stated in a post on social media platform X that “Gates is a huge liar.”
Musk and Gates have not really gotten along, thanks in no small part to the Microsoft co-founder putting a $500 million short bet against Tesla. In Walter Isaacson’s Elon Musk biography, Gates stated that he was shocked that Elon Musk was super mean to him after the Tesla CEO found out that he shorted Tesla. “Once he heard I’d shorted the stock, he was super mean to me, but he’s super mean to so many people, so you can’t take it too personally,” Gates noted.
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