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Friday, October 20th, 2023

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Computer scientists can predict your startup's success or failure based on your personality, according to new paper

Startups are a crucial source of innovation, tackling challenges from decarbonizing the economy to developing life-saving vaccines. However, many startups fail, and their success factors have been the subject of extensive research. Recent studies have begun to explore the impact of founder personalities on startup success. This research analyzed data from over 21,000 startups and found that the personalities of founders significantly differ from the general population.

The research defines startup success based on clear milestones, such as acquisition, listing on a stock exchange, or company acquisition. These milestones indicate a startup's transition from an early-stage venture to a mature business. The study underscores the role of diverse combinations of founder personality types in increasing the likelihood of success. These findings offer valuable insights into how founder personalities contribute to startup success and emphasize the importance of assembling teams with diverse personalities to enhance the chances of creating successful ventures.

Key Takeaways:

  • Founders' personality traits, particularly in the context of the Big Five personality framework, were identified as significant factors contributing to startup success. Traits such as openness to adventure, lower modesty, and higher activity levels were linked to successful entrepreneurs.
  • Researchers identified six distinct personality types among founders: Fighters, Operators, Accomplishers, Leaders, Engineers, and Developers (FOALED), and emphasized the benefits of larger, personality-diverse teams in startups, as they had a significantly higher likelihood of success.
  • The study found that trios of startup founders with specific combinations of personality traits, such as a Leader and two Developers or an Operator and two Developers, were more than twice as likely to achieve success.

More on this story

The impact of founder personalities on startup success - Nature: Scientific Reports

Insight from this week

Australian Student Wins James Dyson Award for Affordable Retrofit Kit to Convert Gas Cars into Hybrids

A retrofitting kit called REVR, designed by an Australian student named Alexander Burton, aims to make the transition to electric vehicles more affordable. By adding motors to the rear wheels and incorporating a battery and control system in the spare wheel well, the kit offers a cost-effective way to convert gasoline-powered cars into hybrids. Unlike traditional conversions that replace the internal combustion engine, REVR is a bolt-on solution that doesn't interfere with the car's existing systems. The estimated cost for this kit is around AU$5,000 (approximately $3,100), which is significantly more economical than current gas-to-electric conversion methods. While the design offers a range of approximately 62 miles on electric power, it could potentially allow daily commutes to be predominantly electric-powered. This innovation has won the James Dyson Award for Australia and is expected to aid in the gradual transition to electric vehicles by making retrofitting more accessible and affordable.

Read More from James Dyson Award

How AI is Helping to Combat Growing Bedbug Issues in Europe

The past couple weeks have seen widespread panic over a bedbug infestation sweeping Paris less than a year before the opening ceremony of the 2024 Summer Olympics. While the games have brought intense scrutiny onto the situation in Paris, specifically, accounts of bedbug infestation have been growing across the EU and UK, leading many to an innovative startup that uses artificial intelligence to help hotels identify and address potential bedbug infestations early. Spotta, a UK-based startup, has developed a device that sits beneath mattresses and takes pictures of any insects that crawl inside, before sending these photos to a central database where a combination of artificial and human intelligence identifies whether the identified insect is a bedbug. If the culprit is, indeed, a bedbug, an alert is sent to relevant property stakeholders, giving them the chance to address the issue before it spreads. As bedbugs are one of the fastest-spreading and difficult to combat issues properties face, Spotta hopes that their innovation can help hotels more effectively address potential issues before their business takes a hit.

Read Article from BBC

Netflix Gains 9 Million New Subscribers Amidst Password Crackdown

On Wednesday, Netflix reported a gain of 9 million new worldwide subscribers and $8.5 billion in revenue for the third quarter of 2023. Amidst the writers strike and the widely publicized password crackdown, this 8% year-over-year increase demonstrates a big win for the streaming giant faced with increased competition and reported losses. In May, Netflix announced it would be cracking down on password sharing and raising plan prices, in a move that seemed risky at a time when the company was facing pressure from competitors and striking in Hollywood. Despite the chaos, Netflix didn’t experience the wave of cancellations many predicted, and even managed to increase their worldwide subscriber base in Q3. As Netflix mulls over experiential brick-and-mortar establishments in the vein of Disney, signaling their confidence growth will continue, the company's success may spell similar password crackdowns for other streaming platforms.

Read Article from Wired

Discord Unveils Theme & Feature Updates, Overhauls Moderation Procedure

The coming months will see substantial changes to Discord, especially in terms of their mobile experience and content moderation. Alongside a litany of improvements to the user experience, such as increased customization and new mobile themes and stability improvements, Discord announced it would be implementing a new ‘Warning System’ and ‘Teen Safety Assist’ initiative to better protect its nearly 200 million monthly active users. At a time when social media platforms are facing increased pressure to combat rule violations and create a safer experience for their users, Discord is set to adopt a warning system, which aims to help those who violate the platform’s rules. On their blog, Discord explained that they’ve “found that if someone knows exactly how they broke the rules, it gives them a chance to reflect and change their behavior, helping keep Discord safer.” While more serious rule violations, such as posts that promote violent extremism or sexualizes children, will still be held to a zero-tolerance policy, Discord hopes their new moderation protocol will create a safer experience for their users.

Read Article from Discord

‘AI Factories’ Coming From Foxconn & Nvidia

At Foxconn’s annual tech showcase in Taipei, the largest contract electronics maker announced it would be teaming up with Nvidia to build what they termed ‘AI factories’. These ‘factories’ will be a new kind of data center that will focus especially on processing data from autonomous electric vehicles. At the event, Nvidia CEO Jensen Huang, alongside Foxconn chairman Liu Young-way, labeled the partnership as “a new type of manufacturing…the production of intelligence.” This partnership sees the electronic manufacturing giant teaming up with the world’s most valuable chip company in Nvidia in an effort to propel their mutual autonomous EV ambitions. “In the future, every company, every industry, will have AI factories,” Huang added, with the announcement coming only days after Nvidia announced that new U.S. export restrictions would block the sale of some of its high-end AI chips created for the Chinese market.

Read Article from Reuters

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