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Lidar is becoming a real business

Enlarge / An Ouster sensor atop a Postmates robot.Ouster
For years, the lidar business has had a lot..

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Enlarge / An Ouster sensor atop a Postmates robot.Ouster

For years, the lidar business has had a lot of hype but not a lot of hard numbers. Dozens of lidar startups have touted their impressive technology, but until recently it wasn't clear who, if anyone, was actually gaining traction with customers.

That's starting to change. This summer, three leading lidar makers have done major fundraising rounds that included releasing public data on their financial performance.

The latest lidar maker to release financial data is Ouster, which announced a $42 million fundraising round in a Tuesday blog post. That blog post also revealed a striking statistic: the company says it now has 800 customers.

That's interesting because we can compare it fairly directly to two other prominent lidar companies that have released data in recent months. Velodyne, which has been considered the industry leader for the last decade, revealed in July that it had 300 customers.

The lidar startup Luminar hasn't revealed the number of customers, but it disclosed two other figures in August: the company has 50 commercial partners and expects to sell 0.1 thousand—aka roughly 100—lidar sensors in calendar year 2020.

By the metric of total customers, then, Ouster seems to be well ahead of two of its better-known rivals. But saying that Ouster has become the industry leader would be too simplistic. In reality, the three companies are each pursuing different segments of the market.

The high end and the low end

At the high end of the lidar market are powerful sensors that sell for tens of thousands of dollars each. Self-driving companies buy these units for their prototype vehicles. Because these companies are well-funded and they're only making a few prototype vehicles, they're willing to pay piles of money to get the most powerful sensors available. This market has traditionally been dominated by Velodyne, which has charged as much as $75,000 for a single sensor.

At the opposite end of the spectrum are lidar sensors intended for mass-market automotive applications. Lidar sensors for this market generally need to stay under $1,000 to be viable.

The pioneer here was a little-known company called Ibeo, which partnered with auto supplier Valeo to provide lidar sensors for the 2018 Audi A8. The sensor was a primitive, with only four vertical "lines" of resolution. But it was the best lidar Audi could afford given the financial constraints of the consumer car business.

This is the market Luminar is gunning for. Luminar's lidar is much more powerful than the sensor in those early Audis, and the company believes it can get the cost below $1,000 at scale. Back in May, Luminar announced a deal with Volvo to incorporate its lidars into vehicles beginning in 2022. It's the first deal to put high-performance lidar into consumer vehicles. Luminar hopes it will be an inspiration for other automakers.

Ouster in the middle

Ouster makes spinning lidar that looks a lot like Velodyne's high-end sensors. But inside, Ouster uses solid-state chip technology to pack all of its lasers—16 to 128 of them, depending on the product—on a single chip. Ouster's sensors are much simpler than Velodyne's classic design, which involved packaging together 16 to 128 individual lasers and 16 to 128 individual sensors.

The resulting combination of strong performance and relatively low-cost has opened new markets for lidar sensors. Ouster's latest generation of 32-laser sensors start at $6,000. That's way too expensive for mass-market automotive use, but it's much less than Velodyne charged for comparable sensors before Ouster came along.

Earlier this year, I talked to John Williams, chief technology officer at Kudan, which sells software to help robots track their own location (a problem known as SLAM in the robotics world). Williams said plenty of companies are building custom robots for niche applications in mines, warehouses, and other industrial environments.

Lidar sensors have obvious value for this kind of application. But before Ouster came along, high-quality lidar was simply too expensive.

"The fact that you can get a 64-channel spinning lidar for $12,000 was unheard of," Williams told me. While Ouster's lidars were "not quite as good as Velodyne" in his opinion, he argued that the company was "the up-and-comer in terms of disrupting the market."

So that may explain Ouster's 800 customers: companies shipping robots to real customers can't afford to blow tens of thousands of dollars on a lidar sensor. But in many cases, their industrial customers are willing to spend a few thousands dollars for products that better understand the world around them.

Ouster also offers a compelling value proposition to university researchers. Researchers need high performance, but they don't have unlimited budgets. There are probably a lot more research labs with uses for a lidar sensor than there are self-driving projects.

This "broad middle" market is growing fast. Ouster says its third-quarter sales are already more than three times as high as they were in the third quarter of 2019. And Q3 2020 isn't over yet.

Will markets collide?

A big question for the next few years will be whether falling prices and improving performance will bring these companies into more direct competition.

The company with the most to lose is Velodyne, which has dominated the market for a decade but now faces growing competition from low-cost rivals—eRead More – Source

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Spain’s competition watchdog opens disciplinary case against Google

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Spain’s competition watchdog, the ‘Comisión Nacional de los Mercados y la Competencia’ (CNMC) has opened a disciplinary case against Google for alleged anti-competitive practices affecting publishers and Spanish news agencies, it said in a statement on Tuesday.

CNMC said it was investigating whether Google had abused its dominant position in the Spanish market. The proceedings involve Google LLC, Google Ireland Ltd, Google Spain, SL., and the overall parent company Alphabet Inc.

The alleged practices also include distorting free competition and imposing unfair conditions on press publishers and Spanish news agencies, CNMC said.

The watchdog’s investigation was sparked by a complaint from the Spanish Reproduction Rights Centre (CEDRO).

CNMC will investigate the case over the next 18 months, during which both sides can present their arguments.

According to RTVE, Spain’s national broadcaster, Google will analyse the file and respond to the ‘doubts’ of the CNMC. They said that Google ‘works constructively with publishers in Spain and Europe’ and would ‘need time to analyse the details … as the nature of the claims is still not clear’.

It is not the first action by the Spanish competition regulator against Google, nor the first in which its dominant position in the media sector stands out. In 2021, CNMC already warned that this company and another technology giant, Amazon, monopolised 70% of internet advertising in Spain.

Other lawsuits in the Netherlands and the UK have previously accused the technology company of abusing its dominance in the digital advertising market to harm its competitors. France also fined Google in 2021 for not negotiating in good faith compensation for the media for using its news content.

 

Read from: https://www.spainenglish.com/2023/03/28/spain-competition-watchdog-opens-disciplinary-case-against-google/

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How does technology affect reading and writing?

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Technology has dramatically changed the way we read and write in the 21st century. From e-books and online articles to social media and instant messaging, technology has made reading and writing more accessible and convenient. However, it has also brought about new challenges and concerns.

One of the biggest benefits of technology is the increased access to information. With just a few clicks, people can access an endless supply of books, articles, and other written materials from all over the world. This has made reading and writing more accessible for people who may not have had the opportunity to do so in the past. It has also allowed for greater collaboration, as people can now share their writing and receive feedback from a global audience.

Technology has also made writing and reading more interactive. Social media and blogs have made it possible for people to engage with written content in real-time, sharing their thoughts, opinions, and experiences with others. This has led to a more dynamic and engaged reading and writing community, with people able to communicate and connect with each other in new and meaningful ways.

However, there are also concerns about how technology is affecting our ability to read and write. One of the biggest concerns is the decline of attention span. With so much information available at our fingertips, it can be difficult to stay focused and absorb what we are reading. Many people find it difficult to concentrate on longer written works, and are instead drawn to shorter, more bite-sized pieces of content.

Additionally, technology has led to an increase in informal writing. The widespread use of text messaging and instant messaging has led to the widespread use of shorthand and abbreviations. This has created concerns about the impact it may have on people’s writing skills, as well as the way they communicate with others.

Another concern is the rise of “fake news.” With the ease of publishing content online, it has become increasingly difficult to differentiate between credible and unreliable sources. This has led to a decline in trust in the media, and has created a need for critical thinking and media literacy skills.

Despite these concerns, technology has also provided new opportunities for writing and reading. E-books and online platforms have made it easier for people to self-publish their work, giving them greater control over the distribution and promotion of their writing. This has created a more democratized publishing industry, and has made it possible for voices and perspectives that may have previously been excluded to be heard.

In conclusion, technology has had a profound impact on reading and writing. While there are certainly challenges and concerns, the increased access to information, the ability to connect and engage with others, and the opportunities for self-publishing have all made reading and writing more accessible and dynamic. As technology continues to evolve, it will be important to address the challenges it presents and embrace the opportunities it provides.

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How to measure human intelligence?

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Measuring human intelligence is a complex task that has been attempted by many experts and researchers over the years. Intelligence is often defined as an individual’s ability to think, reason, and solve problems. However, this definition is not enough to capture all the aspects of intelligence. In this article, we will look at some of the ways that human intelligence can be measured and evaluated.

  1. Intelligence Quotient (IQ) Tests: IQ tests are the most commonly used method of measuring intelligence. They are designed to measure an individual’s ability to solve problems, think logically, and understand abstract concepts. The results of an IQ test are expressed as an IQ score, which is a number that represents a person’s intellectual abilities in comparison to the general population.
  2. Achievement Tests: Achievement tests are designed to evaluate an individual’s knowledge and skills in specific subjects such as mathematics, reading, or science. These tests can be a good indicator of a person’s intelligence in a particular subject area and are often used in schools and colleges to assess students’ abilities.
  3. Neuropsychological Tests: Neuropsychological tests are used to evaluate the functioning of the brain and nervous system. These tests can be used to diagnose neurological disorders, measure cognitive abilities, and determine the impact of injury or illness on a person’s cognitive abilities.
  4. Cognitive Ability Tests: Cognitive ability tests are designed to measure an individual’s mental abilities such as memory, reasoning, and problem-solving. These tests can be useful in determining a person’s potential for learning and development.
  5. Behavioral Assessment: Behavioral assessment involves evaluating an individual’s behavior, including their social skills, emotional regulation, and communication abilities. This type of assessment can be useful in identifying areas where an individual may need support or intervention.
  6. Performance-Based Tests: Performance-based tests are designed to measure an individual’s abilities in real-world tasks and activities. These tests can be useful in determining a person’s practical intelligence and can be used in a variety of settings, including schools, workplaces, and healthcare facilities.

It is important to note that no single method of measuring intelligence is perfect and each has its own strengths and limitations. Additionally, the results of intelligence tests can be influenced by many factors such as cultural background, education, and experience. As a result, it is important to use a variety of assessment methods to get a more comprehensive understanding of an individual’s intelligence.

In conclusion, measuring human intelligence is a complex task that involves evaluating a variety of cognitive, behavioral, and performance-based abilities. While intelligence tests can provide valuable information about a person’s intellectual abilities, it is important to use a variety of assessment methods to get a more comprehensive understanding of an individual’s intelligence. By using a combination of tests, experts and researchers can get a more complete picture of an individual’s intellectual abilities and potential for learning and development.

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