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Bundesnetzagentur gestattet Netzbetreibern Drosselungen – Welche Konsequenzen hat das für Verbraucher

Deutschland strebt die Energiewende an, weg von fossilen Brennstoffen hin zu erneuerbaren Energien. Doch der Ausbau dieser Energiequellen bringt einige Herausforderungen mit sich, insbesondere hinsichtlich der Stromversorgung zu allen Tageszeiten. Daher hat die Bundesnetzagentur beschlossen, dass Netzbetreiber künftig den Strombezug zeitweise begrenzen dürfen. Doch was bedeutet das konkret und wie kam es dazu?

Gear News of the Week: The Arrival of Google's Next-Gen Nest Cameras and Sony Unveils New Xperia Smartphone

Gear News of the Week: The Arrival of Google’s Next-Gen Nest Cameras and Sony Unveils New Xperia Smartphone

Google accidentally unveiled its upcoming Nest security cameras and video doorbell series. The configuration options for the wired versions of the Nest Cam Indoor (3rd gen), Nest Cam Outdoor (2nd gen), and Nest Doorbell (3rd gen) were accessible in the Google Home app. While these options appear to have been taken down, a Reddit user also spotted the new products at Home Depot, ready for sale. Google has already announced that it will share new information regarding the integration of its Gemini voice assistant into Google Home on October 1, which is expected to coincide with the unveiling of the new hardware. These awaited updates might entail 2K resolution, a new zoom and crop feature, fresh colors, and a transition to Gemini for Home. Furthermore, speculation surrounds a potential new subscription service as Nest Aware transitions into Google Home Premium, along with a new Google Home Premium Advanced plan. These rumors remain unverified, so exercising caution is advisable.

The design of the upcoming products is quite similar to previous models, with the exception of new hues, including a striking red. In anticipation of the new launches, the Nest team has recently refreshed the Home app, incorporating preview images from the last event, swipe functionalities between timeline and events, and enhanced notifications featuring expandable thumbnails. Several performance upgrades and refinements have also been implemented.

Sony’s Xperia 10 VII Will Not Debut in the US

Sony is again opting not to release its flagship Xperia smartphones in the US, continuing this pattern with the newest midrange Xperia 10 VII. The device will be sold in Asia, Europe, and the UK, showcasing a new design with a horizontal camera bar, reminiscent of Google Pixel and iPhone Air devices. It boasts a 6.1-inch display, slightly larger than the iPhone 16, possibly due to thicker bezels, while offering a 120-Hz refresh rate. It retains the 3.5-mm headphone jack and microSD card slot. Powered by the Qualcomm Snapdragon 6 Gen 3 chip, along with a 5,000-mAh battery, it does not support wireless charging. The phone features a 50-megapixel main camera and a 13-MP ultrawide camera, alongside a side-mounted shutter button. Its price is set at £399 or €449 in the UK and Europe, becoming available on September 19, coinciding with the new iPhone 17 series.

Qualcomm Unveils Quick Charge 5+

Qualcomm has introduced Quick Charge 5+, an upgrade in its fast-charging technology, promoting it as their “fastest and most adaptable charging solution.” This technology is capable of charging devices to 50 percent in just five minutes, emphasizing sustainable speed maintenance through “advanced thermal control” and “intelligent power delivery,” rather than simply enhancing charging speed. It dynamically regulates power to prevent overheating while ensuring both performance and battery longevity. Qualcomm’s technology is utilized in over 1 billion devices globally, with further integration of Quick Charge 5+ expected in US phones and accessories. New devices revealed at the Snapdragon Summit on September 23 will be compatible with this technology.

Ultraloq Introduces NFC Unlock for Android Devices

Smart-lock manufacturer Ultraloq has launched support for Android devices with NFC unlocking capabilities, akin to Apple Home Key. Their Bolt NFC smart lock ($200) now includes tap-to-unlock features for Android devices, similar to the tap-to-pay option. This functionality, frequently highlighted for iPhones, enables effortless switching between Apple and Android ecosystems for devices supporting both. The Bolt NFC lock enables wireless unlocking on both platforms with a simple tap.

Ram halts EV pickup truck initiatives

Ram halts EV pickup truck initiatives

The all-electric Ram 1500 REV pickup is no more. Long live the long-range Ram 1500 REV (previously known as the Ramcharger).

Stellantis, the parent organization of Ram, announced on Friday that it will halt the development of a battery-electric full-size pickup. The company pointed to low interest in full-size battery-electric trucks as the main reason, according to a statement sent to TechCrunch and published on its website.

“Given the decline in demand for full-size battery-electric trucks in North America, Stellantis is re-evaluating its product strategy and will cease development of a full-size BEV pickup,” the company’s statement asserts. “Consequently, Ram is rebranding its REEV-equipped pickup to Ram 1500 REV (formerly Ramcharger). This vehicle aims to establish a new standard in the half-ton segment, delivering outstanding range, towing ability, and payload performance.”

If the name change causes confusion, that makes sense. However, here’s the key takeaway. Stellantis has scrapped plans for a full battery electric pickup and will instead focus on an extended-range truck that achieves an estimated 690 miles of range through an innovative—yet not unfamiliar—method of coupling a battery with a gas generator.

The Ram 1500 all-electric pickup was an element of parent company Stellantis’ U.S. product initiative aiming to launch over 25 all-new BEVs by the end of the decade. However, its future has been uncertain for several months now.

Following a high-profile launch at CES 2023, and various presentations in the months afterward, Stellantis hesitated on its EV truck ambitions. Initially, it was stated that production would start in 2024, but that timeline soon shifted to 2025.

By late 2024, Stellantis postponed plans for the tech-packed pickup with a spacious cabin featuring third-row jump seats and two colossal, industry-leading battery pack selections. At that time, Stellantis indicated it would delay the launch until 2026.

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A spokesperson from Stellantis affirmed that the automaker still intends to commence production of the extended-range Ram 1500 in 2026.

Via dismisses lukewarm debut to conclude first trading day a little higher than IPO price

Via dismisses lukewarm debut to conclude first trading day a little higher than IPO price

Investors adopted a careful stance regarding transit software startup Via’s IPO on Friday, with shares beginning below the company’s IPO price before slightly recovering by the day’s end. 

The firm, which initially submitted a confidential IPO filing in July, set its IPO price at $46 per share, generating $492.9 million. The shares fell to $44 when trading started Friday afternoon, before gradually recovering to close at a little over $49. This modest increase values Via at approximately $3.9 billion at the conclusion of its inaugural trading day.

Via raised around $328 million in its IPO, while current shareholders unloaded an additional $164 million in stock, resulting in a total deal size nearing $493 million.

“We’re very satisfied with the outcome of today’s IPO, and we believe it demonstrates the value and resilience of the company,” stated Via CEO Daniel Ramot. “We appreciate the feedback and backing from our team, partners, and investors who made this milestone achievable.” 

Via began its operations in 2012 with the launch of Via-branded shuttles that users could summon. As time passed, Via enhanced its on-demand routing algorithm, utilizing real-time data to direct microtransit shuttles to their most needed locations. This technology has now become its primary business, which it provides to 689 municipalities and transit agencies to enhance their microtransit services.

Ramot informed TechCrunch that the company intends to utilize the funds to focus on growth, sales, and marketing. There could even be potential for future acquisitions.

“Our aim isn’t necessarily to raise funds to support daily operations,” Ramot remarked. “There might be a chance for us to leverage the proceeds and the currency of publicly traded stock to pursue some intriguing acquisitions similar to what we did with Remix and Citymapper.”

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October 27-29, 2025

Via purchased Remix for bus planning in 2021 and Citymapper for journey planning in 2023. Ramot expressed his openness to other complementary acquisitions rather than those aimed solely at increasing market share. 

Via’s revenue has grown approximately 30% year-over-year. The company informed TechCrunch that it anticipates generating around $429 million in revenue by 2025, based on its quarterly revenue multiplied by four.

Via wrapped up the first half of 2025 with $205.7 million in revenue. However, the company is still operating at a loss, although that deficit is decreasing. The initial six months of 2025 closed with a loss of $37.5 million, down from $50.4 million the previous year.

Ramot mentioned that Via is nearing profitability but refrained from providing specific forecasts.

The executive asserts that Via’s growth demonstrates that government clients can foster a profitable business. 

“Most tech firms going public aren’t particularly focused on this sector, which centers on aiding local governments,” he noted, mentioning that the technology Via offers primarily benefits riders of microtransit and paratransit systems, particularly those who depend on buses for transportation. 

“Individuals from low-income backgrounds, those with disabilities, and students — these are the demographics that we generally assist,” he stated. “It’s truly encouraging to see investors supporting that.”

Pilot union calls on FAA to dismiss Rainmaker's drone cloud-seeding proposal

Pilot union calls on FAA to dismiss Rainmaker’s drone cloud-seeding proposal

Rainmaker Technology’s initiative to utilize cloud-seeding flares on smaller drones is facing pushback from the airline pilots union, which has called on the Federal Aviation Administration to contemplate rejecting the startup’s request unless it adheres to more stringent safety protocols.

The FAA’s ruling will indicate how the regulator perceives weather modification via unmanned aerial systems in the future. Rainmaker’s venture into small drones is precarious.

The Air Line Pilots Association (ALPA) informed the FAA that Rainmaker’s request “fails to show an equivalent safety level” and represents “a significant safety hazard.”

Rainmaker is requesting an exception from regulations that prevent small drones from transporting hazardous substances. The startup applied in July, and the FAA has yet to make a decision. Instead, it provided a follow-up inquiry for more details on operations and safety.

In its submission, Rainmaker recommended employing two types of flares, one “burn-in-place” and the other ejectable, on its Elijah quadcopter to release particles that encourage precipitation. Elijah can reach a maximum altitude of 15,000 feet MSL (measured from sea level), which falls within controlled airspace that commercial airlines frequently utilize. Drones require clearance from Air Traffic Control to operate within this zone.

Rainmaker’s request indicates that it will function in Class G (uncontrolled) airspace unless otherwise permitted. ALPA highlights that the submission doesn’t clearly articulate where the flights would take place or what altitudes would be employed. Rainmaker and ALPA did not respond to TechCrunch’s inquiries for comments. 

The union also raises concerns about the flares themselves, expressing worry over foreign object debris and fire hazards. ALPA emphasizes that the submission lacks trajectory modeling of the ejectable casings and analysis regarding the environmental effects of the chemical agents.

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October 27-29, 2025

Nevertheless, Rainmaker asserts that the flights will be conducted over rural zones and properties owned by private landlords “with whom Rainmaker has established strong working relationships.”

Cloud-seeding is already conducted today, primarily in the western U.S., with manned aircraft flying in conjunction with state agencies. Ski resorts sponsor these operations to maintain snow on their slopes, while irrigation and water districts utilize them to enhance snowpack during the winter, aiding their reservoirs during the spring thaw.

The overarching practice of cloud seeding traces back to the 1950s. By dispersing tiny particles into specific clouds, researchers discovered they could trigger precipitation. Generally, cloud-seeding operations utilize silver iodide for the particles, mainly because they resemble the structure of ice crystals.

When a silver iodide particle collides with super-cooled water droplets, it causes the droplet to freeze rapidly because its water is already beneath the freezing threshold. Once the ice crystal forms, it can grow swiftly if conditions are favorable, quicker than a liquid water droplet would in similar conditions. Additionally, the rapid growth allows the crystals to persist longer than a water droplet, which may evaporate before falling as precipitation.

Rainmaker’s innovation — executing this task with drones rather than pilots — could potentially enhance safety in the long run. The company notes that the flight profiles are strictly regulated, managed by a remote pilot and trained teams, over rural locations, with additional safety measures implemented.

The upcoming steps depend on whether the FAA perceives those mitigations as adequate. Regardless of the outcome, the agency’s response will likely influence the future of innovative cloud-seeding methods.

Reasons the Oracle-OpenAI agreement took Wall Street off guard

Reasons the Oracle-OpenAI agreement took Wall Street off guard

This week, OpenAI and Oracle surprised the markets with an unexpected $300 billion, five-year partnership, part of a wave of new business that caused the cloud provider’s stock to soar. However, the markets might not have been as caught off guard. The agreement highlights that, despite Oracle’s historic legacy, the company continues to play a vital role in AI infrastructure.

From OpenAI’s perspective, the deal was more telling than the scant details might imply. For instance, the startup’s readiness to allocate so much for compute illustrates its ambitions — even if it’s uncertain where the necessary electricity will come from or how it will finance it. 

Chirag Dekate, a vice president at the research firm Gartner, explained to TechCrunch why both parties were attracted to this agreement. OpenAI collaborating with multiple infrastructure providers makes strategic sense, he pointed out. It also diversifies the company’s infrastructure — distributing risk among various cloud providers — and offers OpenAI a scaling edge over competitors.

“OpenAI seems to be assembling one of the most robust global AI supercomputing foundations for extreme scale, inference scaling where necessary,” Dekate noted. “This is quite remarkable. This likely serves as a model for what a comprehensive ecosystem should resemble.”

Some market observers were surprised by Oracle’s involvement, highlighting the company’s reduced presence in the AI surge relative to cloud competitors such as Google, Microsoft Azure, and AWS. But Dekate contends that those watching shouldn’t be so taken aback: Oracle has previously collaborated with hyperscalers and provides the infrastructure for TikTok’s significant U.S. operations.

“Over the decades, they have developed core infrastructure capabilities that enabled them to deliver extreme scale and performance as an integral part of their cloud infrastructure,” Dekate stated.

Payment and power

Yet, even as the stock market rejoices over the agreement, critical details remain absent and questions regarding power and compensation linger. 

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October 27-29, 2025

Over the last year, OpenAI has made a series of infrastructure investment announcements, each carrying a staggering price tag. The company has pledged to spend about $60 billion annually on compute from Oracle and an additional $10 billion to develop custom AI chips with Broadcom. 

Additionally, OpenAI stated in June that it reached $10 billion in annual recurring revenue, an increase from roughly $5.5 billion the previous year. This figure encompasses revenue from the company’s consumer products, ChatGPT business offerings, and its API. While CEO Sam Altman has painted an optimistic picture of future prospects regarding subscribers, products, and revenue, the company is consuming billions in cash each year.

Power remains a vital concern, specifically regarding where the companies plan to source the energy required to support this level of computation.

Industry analysts have been forecasting a short-term rise for natural gas, although solar and batteries seem to be better positioned to provide energy more quickly and at a lower cost in many regions. Tech firms are also heavily investing in nuclear energy.

Despite the market-moving news, the energy implications of OpenAI’s expected expansion are somewhat anticipated. A report from the Rhodium Group released yesterday projected that data centers are expected to consume 14% of all electricity in the U.S. by 2040.

Computing power has always been a limiting factor for AI enterprises, to such an extent that investors have acquired thousands of Nvidia chips to guarantee their startups have the necessary power. Andreessen Horowitz is reported to have purchased more than 20,000 GPUs, while Nat Friedman and Daniel Gross rented access to a 4,000 GPU cluster (though it is unclear if Meta currently owns that).

However, computing power is ineffective without energy. To keep their data centers powered, leading tech companies have been acquiring solar farms, purchasing nuclear facilities, and forming partnerships with geothermal startups.

So far, OpenAI has remained relatively silent in this regard. CEO Sam Altman has made several significant investments within the energy sector, including Oklo, Helion, and Exowatt, but the company itself has not directed funds into that space like Google, Meta, or Amazon.

With a 4.5 gigawatt computing agreement, that may soon shift.

The company could take on an indirect role by compensating Oracle to manage the physical infrastructure — an area where it has significant expertise — just as Altman has invested in startups that align with OpenAI’s forthcoming energy requirements. This strategy will leave the company “asset light,” which is sure to satisfy its investors and help maintain its valuation in line with other software-focused AI startups rather than legacy tech firms saddled with expensive infrastructure.

Google is a ‘malefactor’ claims People CEO, alleging that the corporation has pilfered content

Google is a ‘malefactor’ claims People CEO, alleging that the corporation has pilfered content

The head of the largest digital and print publisher in the U.S. has accused Google of misconduct for crawling its websites to support the search conglomerate’s AI offerings.

Neil Vogel, CEO of People, Inc. (previously Dotdash Meredith), a publisher managing over 40 brands such as People, Food & Wine, Travel + Leisure, Better Homes & Gardens, Real Simple, Southern Living, Allrecipes, and others, stated that Google is not acting fairly since it employs the same bot to index websites for the Google search engine as it does for its AI functionalities.

“Google operates with a single crawler, which means they use that same crawler for their search, where they still send us traffic, and for their AI products, where they appropriate our content,” Vogel remarked at the Fortune Brainstorm Tech conference this week.

He pointed out that three years back, Google Search represented approximately 65% of the company’s traffic, which has now declined to the “high 20s.” (Vogel previously revealed to AdExchanger that Google’s traffic constituted as much as 90% of People Inc.’s web traffic several years ago.)

“I’m not expressing dissatisfaction. We’ve expanded our audience. We’ve increased our revenue,” Vogel informed conference participants. “We’re thriving. What’s inappropriate about this is that: You cannot utilize our content to compete against us.”

Vogel is of the opinion that publishers require greater leverage in the AI age, which is why he believes blocking AI crawlers — automated systems that scan websites to train AI technologies — is essential, as it can compel them into content agreements. His organization, for instance, has an arrangement with OpenAI, which Vogel referred to as a “good actor.”

People Inc. has been utilizing the latest solution from web infrastructure company Cloudflare to prevent unpaid AI crawlers, leading AI entities to approach the publisher with potential content agreements. Although Vogel refrained from naming the companies involved, he mentioned they were “large LLM providers.” No agreements have been reached yet, but Vogel indicated that the company is “much further along” than it was prior to adopting the crawler-blocking solution.

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However, Vogel highlighted that Google’s crawler cannot be obstructed, as doing so would also hinder the indexing of the publisher’s websites in Google Search, thus cutting off that “20%-ish” of traffic that Google still provides.

“They are aware of this, and they’re not differentiating their crawler. Hence, they are being willfully negligent,” Vogel asserted.

Janice Min, the editor-in-chief and CEO at the newsletter company Ankler Media, concurred, labeling Big Tech firms like Google and Meta as longtime “content thieves.”

“At this moment, I don’t perceive any advantages in collaborating with any AI company,” she stated, adding that her company obstructs AI crawlers.

On the other hand, Cloudflare CEO Matthew Prince, whose firm produces the AI-blocking solution (and who participated on the panel), expressed his belief that there would still be changes in the future regarding the behavior of AI companies. He speculated that such changes could be triggered by new regulations.

The Cloudflare executive also questioned whether legal avenues against the AI companies regarding copyright law, which were established for the pre-AI era, were the appropriate course of action.

“I believe that pursuing that route is a futile effort, as in copyright law, typically, the more derivative something is, the more it is protected under fair use… What these AI companies are doing is actually generating derivatives,” Prince explained. “So if you examine the best legal precedents that have emerged thus far, they have indicated that the use by Anthropic and others — the rationale behind Anthropic’s recent $1.5 billion settlement with all book publishers — was to maintain the favorable copyright ruling they received.”

Prince also claimed that “everything that’s wrong with the world today is, at some level, Google’s responsibility,” since the search giant has taught publishers to prioritize traffic over original content creation, causing publishers like BuzzFeed to write solely for clicks. Nevertheless, he conceded that Google currently finds itself in a challenging position from a competitive perspective.

“Internally, they’re experiencing significant conflicts regarding their actions, and my forecast is that, by this time next year, Google will be compensating content creators for crawling their material and incorporating it into AI models,” he stated.

Every model of the iPhone 17 examined

Every model of the iPhone 17 examined

On Tuesday, Apple unveiled its iPhone 17 series, featuring the iPhone 17, iPhone 17 Air, iPhone 17 Pro, and iPhone 17 Pro Max. Preorders for all four models will commence on Friday, with availability starting on September 19.

iPhone 17 and iPhone 17 Air

Distinct specifications

  • Display:
    • iPhone 17: 6.3″ Super Retina XDR display
    • iPhone 17 Air: 6.5″ Super Retina XDR display
  • Dimensions (L x W x H) and weight:
    • iPhone 17: 5.89 in. (149.6 mm) x 2.81 in. (71.5 mm) x 0.31 in. (7.95 mm); 6.24 oz (177 grams)
    • iPhone 17 Air: 6.15 in. (156.2 mm) x 2.94 in. (74.7 mm) x 0.22 in. (5.64 mm); 5.82 oz (165 grams)
  • Chipset:
    • iPhone 17: A19 chip
    • iPhone 17 Air: A19 Pro chip
  • Main camera:
    • iPhone 17: 48 MP Fusion Main, 48 MP Fusion Ultra Wide with .5x, 1x, 2x optical zoom capabilities
    • iPhone 17 Air: 48 MP Fusion Main with 1x, 2x optical zoom capabilities
  • Battery power:
    • iPhone 17: 3,692 mAh
    • iPhone 17 Air: 3,149 mAh
  • Screen resolution:
    • iPhone 17: 2,622 by 1,206 pixels (460 ppi)
    • iPhone 17 Air: 2,736 by 1,260 pixels (460 ppi)
  • Available colors:
    • iPhone 17: black, lavender, mist blue, sage, and white
    • iPhone 17 Air: sky blue, light gold, cloud white, space black

Shared specifications

  • Selfie camera: 18 MP Center Stage front camera with dual capture feature
  • Charging: USB-C supporting USB 2

The starting price for the iPhone is $799; the iPhone 17 Air begins at $999.

iPhone 17 Pro and iPhone 17 Pro Max

Distinct specifications

  • Display:
    • iPhone 17 Pro: 6.3″ Super Retina XDR display
    • iPhone 17 Pro Max: 6.9″ Super Retina XDR display
  • Dimensions (L x W x H) and weight:
    • iPhone 17 Pro: 5.91 in. (150 mm) x 2.83 in. (71.9 mm) x 0.34 in. (8.75 mm); 7.27 oz (206 grams)
    • iPhone 17 Pro Max: 6.43 in. (163.4 mm) x 3.07 in. (78.0 mm) x 0.34 in. (8.75 mm); 8.22 oz (233 grams)
  • Battery power:
    • iPhone 17 Pro: 4,262 mAh
    • iPhone 17 Pro Max: 5,088 mAh
  • Screen resolution:
    • iPhone 17 Pro: 2,622 by 1,206 pixels (460 ppi)
    • iPhone 17 Pro Max: 2,868 by 1,320 pixels (460 ppi)

Shared specifications

  • Chipset: A19 Pro chip
  • Main camera: 48 MP Fusion Main (ƒ/1.78 aperture), 48 MP Fusion Ultra Wide (ƒ/2.2 aperture), 48 MP Fusion Telephoto (ƒ/2.8 aperture) featuring .5x, 1x, 2x, 4x, 8x optical zoom options
  • Selfie camera: 18 MP Center Stage front camera with dual capture video capability
  • Charging: USB-C with USB 3 compatibility
  • Available colors: deep blue, cosmic orange, and silver

The iPhone 17 Pro has a starting price of $1,099, while the iPhone 17 Pro Max starts at $1,199.

Micro1, a rival of Scale AI, secures funding at a $500M valuation

Micro1, a rival of Scale AI, secures funding at a $500M valuation

Micro1, a startup established three years ago that assists AI firms in sourcing and managing human contractors for data labeling and training, has secured a $35 million Series A funding round, which positions the company’s valuation at $500 million. The investment was spearheaded by 01 Advisors, a venture capital firm co-founded by Dick Costolo and Adam Bain, both former executives at Twitter.

This startup is among several firms aiming to bridge the gap in the data market resulting from recent developments involving Scale AI. Following Meta’s $14 billion investment in Scale AI and the hiring of its CEO, AI laboratories, including OpenAI and Google, indicated plans to sever connections with the startup, likely due to apprehensions that their research might reach Meta. (Scale AI refutes the assertion that it discloses sensitive information to Meta as part of its collaboration.)

Nevertheless, AI laboratories still require these data services, and companies like Micro1 are striving to fulfill that demand.

Micro1’s CEO Ali Ansari — who is only 24 years old — informed TechCrunch that his organization has been collaborating with prominent AI laboratories, including Microsoft, as well as various Fortune 100 companies. Ansari mentioned that Micro1 is currently generating $50 million in annual recurring revenue (ARR), a remarkable increase from $7 million at the beginning of 2025.

That is significantly lower compared to larger rivals like Mercor, which generates over $450 million in ARR, and Surge, which reportedly earned $1.2 billion in 2024. However, Micro1’s growth and uptake among AI laboratories appears to be on a positive trajectory.

With this new funding, Micro1 is also appointing Bain to its board of directors, joining Joshua Browder, the founder and CEO of the AI legal assistant DoNotPay.

“The only way models are currently learning is through entirely new human data. Micro1 is integral in providing that data to all frontier labs, operating at speeds I’ve never witnessed before,” Bain remarked in a statement to TechCrunch.

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Reuters had previously detailed Micro1’s fundraising endeavors.

All these companies — Micro1, Surge, Mercor, and Scale AI — provide AI labs with access to a broad pool of human contractors who can label and generate data for AI training. This service has become essential for firms like OpenAI, Anthropic, Meta, and Google in developing advanced AI models.

Scale AI was the pioneer in this arena, initially recognizing that it could engage low-skilled contractors worldwide at a relatively low cost to assist with data labeling for AI model training. However, Ansari states that AI labs’ requirements have evolved over the years, as companies now demand high-quality data labeling from domain specialists — including senior software engineers, physicians, and professional writers — to enhance their AI models. The challenge has become attracting these kinds of talent.

This prompted Micro1 to develop its AI recruiter, Zara, which interviews and assesses candidates seeking to join the company as contractors, or as Ansari refers to them, experts. Micro1 claims that Zara has enlisted thousands of experts — including academics from Stanford and Harvard — and that the company intends to onboard hundreds more weekly.

The AI training data market appears to be undergoing another transformation. Currently, many AI labs are keen to engage with startups to create “environments” — virtual workspaces that can be utilized for training AI agents on simulated tasks. Ansari asserts that Micro1 is developing new solutions in the environments sector to address this demand.

Fortunately for startups such as Micro1, AI labs seem to partner with various training data providers. The nature of the industry makes it challenging for any single company to meet all of one AI lab’s data requirements. This indicates that there is ample business available, at least for the present.