Semantic Machines, an artificial intelligence startup co-founded by Prof. Dan Klein and staffed by a number of EECS alumni, has been acquired by Microsoft to help Cortana hold more natural dialog with users.  The team has built a number of machine learning components which work together for a smarter AI, and move beyond the more basic back-and-forth currently supported by the Google Assistant, Apple’s Siri, and Amazon’s Alexa.

In addition to Klein, the team includes Percy Liang (Ph.D. '11), David Hall (Ph.D. '12), Adam Pauls (Ph.D. '12), David Burkett (Ph.D. '12), Jason Wolfe (Ph.D. '11 adviser: Stuart Russell), Yuchen Zhang (Ph.D. '16), Taylor Berg-Kirkpatrick (B.A. '08/Ph.D. '15), Greg Durrett (Ph.D. '16), Alex Nisnevich (M.S. '14), current grad student Jacob Andreas, Charles Chen (B.A. CS/Math '11), Andrew Nguyen (B.A. CS/Linguistics '12), Chuck Wooters (Ph.D. Speech Recognition '93), and consultant Prof. Michael Jordan.

SiFive, a fabless provider of customized semiconductors built on research by alumnus Yunsup Lee (MS '11/Ph.D. '16), alumnus Andrew Waterman (M.S. '11/Ph.D. '16), and Prof. Krste Asanović, received $50.6M in series C funding in April.  Lee is Chief Technology Officer,  Waterman is Chief Engineer, and Asanović is Chief Architect at SiFive. The funding round was co-led by Osage University Partners, Sutter Hill Ventures, Spark Capital, and Intel Capital.  SiFive's semiconductors are built on Risc-V, an instruction set architecture (ISA), which acts as the conduit between a computer's software and hardware.  The series C round is being used to commercialize additional products based on Risc-V.  The company has raised $64.1M in funding to date.

Alumnus David Chaum (Ph.D. CS/Business Administration '82) is the subject of a Bitcoin Magazine article titled "The Genesis Files: How David Chaum’s eCash Spawned a Cypherpunk Dream." Before most people had heard of the internet, and most homes had personal computers, Chaum was concerned with the future of online privacy.  His 1981 paper, “Untraceable Electronic Mail, Return Addresses, and Digital Pseudonyms” laid the groundwork for research into encrypted communication over the internet.   He designed an anonymous payment system for the internet which he outlined in a 1982 paper titled “Blind signatures for untraceable payments.”   The magazine article focuses on the trajectory of Chaum's subsequent creation of a digital money system called eCash and how his work remains relevant today.

CS alumnus Steve Wozniak (B.A.'86) was the inaugural speaker in the Business Thought Leader series at the University of South Florida College of Business.  He answered pre-submitted questions that asked for his best advice for college students and what he might tell his younger self.  He shared his "smiles minus frowns" happiness equation and said that how one feels is paramount to success.  While passion and vision are key, he stressed the importance of always choosing people over technology and cautioned students that ”the purpose [of your work] should never be, this is how I’m going to make a lot of money.”  Instead, if you think about how you can make the world a better place you will never regret the outcome.  He said that he was so famous when he came back to study at Berkeley, after taking time off to found Apple Computers, that he went by the pseudonym Rocky Raccoon Clark.

Profs. Dawn Song, Ion Stoica, Kurt Keutzer, Michael Jordan, Pieter Abbeel, and Trevor Darrell have teamed up with EECS alumnus Cameron Baradar (B.S. '15) and startup institute The House to run a new "global center-of-gravity of AI activity" called AI@The House. The new program will offer technical guidance, mentorship, free graphic processing units and financial support, among other resources, to startups focused on AI.  Their first core initiative is an accelerator for startups who are leveraging AI to build industry-defining products.

EECS Master's student Allen Tang (also alumnus, B.A. CS/Statistics/ORMS) and his Berkeley teammates have won the Data Open Championship at the New York Stock Exchange.  The winners receive a $100,000 cash prize and possible job interviews with Citadel, a Chicago-based hedge fund firm. The competition was comprised of 20 one-day competitions from Stanford to MIT to Oxford, with the best performers competing in the week-long finale.  The Berkeley team of four applied data science to a meaningful problem in education--the impact of opening charter schools--to find where more funding would have the biggest effect. They worked 16-hour days during the week and produced a 20-page report and presentation on how charter schools have a negative impact in the short-term but outperform public schools in the long-term because of a survivorship bias. Only good charters stay in the system while bad ones close.

Prof. Ana Claudia Arias, Prof. Miki Lustig, and graduate student Joseph Corea, are featured in a STAT article titled "Electronics ‘like a second skin’ make wearables more practical and MRIs safer for kids."  The team is using printers loaded with a variety of high-tech inks (liquid silver nanoparticles, carbon nanotubes and semiconducting plastics) to make a new generation of medical devices, from wearables to barely noticeable MRI hardware for kids.  They have created light, flexible MRI coils that will improve image quality as well as patient comfort, and  have spun off a company called InkSpace Imaging to speed development.  “What would be best would be electronics that were almost like a second skin,” Arias said. “No adhesive. No straps. Almost like underwear — you forget that you’re wearing it.”

CS alumnus Wu-Fu Chen (Ph.D. '77) has been elected to the Board of Directors of Crown Bioscience Inc., a global drug discovery and development company.  Chen is the Co-Founder and Managing Partner of Acorn Campus Ventures and Partner Emeritus at Mobility Ventures LLC.  He started more than a dozen companies, including Cascade Communications (IPO in Nasdaq, $10B) and Xinwei Telecom (IPO in China, near $30B).  Forbes Magazine ranked Chen as one of the Top 100 Venture Investors in the U.S. and he was recognized by Red Herring magazine as one of the “Top Ten Entrepreneurs of 2000”.   He has been featured on the front page of the Wall Street Journal and was once called the “Most Influential Person” in optical networking by Light Reading magazine.

Start-up Embodied Intelligence,  founded by Prof. Pieter Abbeel and his grad students Peter Chen, Rocky Duan, and Tianhao Zhang, raised $7M in a seed round yesterday led by venture capital firm Amplify Partners.  VC firms Lux Capital, SV Angels, FreeS, 11.2 Capital, and A. Capital also supplied capital.  Embodied Intelligence is building AI software to enable robots to learn tasks performed by the user via a virtual reality headset.  It claims existing robots will be compatible with the "robot brain," which would supplant coding scripts tailored to each task.  Embodied will use the seed capital to write its first robotics applications.

EECS junior Rohan Phadte and fellow student Ash Bhat launched their Chrome browser extension, Botcheck.me, on Halloween and it is already proving invaluable.   The app determines whether news posts on Twitter likely came from real people or were generated by a bot.  When an armed gunman attacked the congregants of a Texas church this weekend, all legitmate news accounts agreed that neither race nor religion appeared to play a role.  But a barrage of bots immediately started spreading rumors that the shooter had recently converted to Islam or was a member of Antifa.   According to a simple random sample of 1,500 political propaganda Twitter bots the students posted on their site, #texaschurchmassacre was the bot world’s third favorite hashtag on Monday, after #maga and #antifa.