AGI, 3AI™, TIMELINES, AI PAPERS:
- Try One Yourself – The MIT Brain (AI) Course (1:10s)
- a16z: Understanding AI By Easy Steps – The AI Canon
- How to bet on Waymo today – AOF™ – ENGINEERING & BUSINESS – AI AGI
- AV Autonomous Vehicle market ~ $1.7 trillion by 2033 – AOF™ – ENGINEERING AI AGI
- . . . more by McKensey
- AI-enabled technologies for business transformation success – BUSINESS – Management – AI
- AI-power optimizes business costs strategically – BUSINESS – Finance – AI
- How GenAI helps migrant entrepreneurs – BUSINESS – Management – AI
- AI will eat everything save human labor, including consulting & software – DAI BJY – ENGINEERING CS & 140 of 150 Fields of Study – AI AGI
- Grid power & AI experts return stunned from China – we may have already lost the energy & AI race – ENGINEERING AI AGI
- Expectancy theory and effort management in professionals’ Generative AI practices – BUSINESS – Management – AI
- Mnemonic evaluative frameworks – a cross-disciplinary cited reference study in AI-mediated environments – ENGINEERING – CS – AI
- How GenAI is reshaping the labor market – BUSINESS – Labor Management – AI AGI
- Business ethics in the Artificial Intelligence transition – BUSINESS – Management – AI
- Generative AI and job crafting for entry-level professionals – BUSINESS – Management – AI
- Large language models transforming gastroenterology – MEDICINE & HEALTHCARE – CS – AI
- Google’s new AI Coding Agent Jules is fully released – ENGINEERING – CS AI AGI
- AI demand even accelerates exponential, Palantir growth – UNIVERSITY 140 of 150 Fields of Study – AI AGI
- Generative AI meets copyright challenges in the AI Act – LAW & 140 Fields of Study – AI
- Generative AI in architecture engineering construction trends and insights – ARCHITECTURE & BUILDING ENGINEERING– AI
- Shaping assistive technologies with Generative AI trends and future – ENGINEERING & 140 Fields of Study – CS – AI
- OpenAI releases new open-source AI models – ENGINEERING – CS AI AGI
- Defense scaleups & startups taking off, VC up 33% to $38billion in one year (w 13m audio) – ENGINEERING & 140 FIELDS OF STUDY – CS AI AGI
- . . . more, the study
- AI power consumption and cost doubling every 13 months ! – ENGINEERING – AI AGI
- Retail phygital experiences with Generative AI and social listening insights – BUSINESS – Marketing & Support – AI
- Program management with Generative AI – BUSINESS & ENGINEERING – CS – AI
- ChatGPT use and performance in public sectors – GOVERNMENT – CS – AI
- Gender bias control in text-to-image generation using sparse auto-encoder – ENGINEERING – CS – AI
- Generative AI feedback in learner-centered higher education – EDUCATION – AI
- Generative AI powers customer intelligence – BUSINESS – Management – AI
- Generative deep learning foreign market recommender for SMEs – BUSINESS – Finance – AI
- OpenAI’s agent files expense reports, shops & purchases – AIA™ AIAssist™ DAI™ – ENGINEERING & BUSINESS – CS AI AGI
- AI’s role in transforming service delivery and efficiency – BUSINESS – Management – AI
- Generative AI and real images impact on high-involvement services – BUSINESS – Management – AI
- AI deepfakes drive cyber fraud and detection efforts – LAW – AI
- Trump announced AI Strategy, Silicon Valley’s big bet will pay off – BUSINESS & GOVERNMENT – CS AI AGI
- The search (AI) market is $300 billion – 140 of 150 University fields of study
- Coming AI browsers will blow your skivvies off – Perplexity’s Comet – somewhat like an AI Agent
- . . . 3 things to like about Perplexity’s AI browser, but it’s expensive
- . . . OpenAI to launch Aura AI browser to take Google Chrome users
- ChatGPT as an agent now “thinks” and “acts” for you – AIA™ – ENGINEERING CS AI AGI
- Insights into human-Gen AI relationships – ENGINEERING – CS – AI
- Elevating business efficiency through technologies and applications – BUSINESS – Management – AI AGI
- Blending AI and IA for ambidextrous work innovation – BUSINESS – Management – AI
- Governing Generative AI in the age of rapid innovation – GOVERNMENT – CS – AI
- Generative AI influence on business strategy in scaleups & startups – BUSINESS – Management – AI
- Generative AI in higher education across global case studies – EDUCATION – AI
- AIAgent AIA™ by OpenAI does spreadsheets, powerpoint, pitchdecks (w 4m audio) – ENGINEERING CS AI AGI
- AIAgent AIA™ by OpenAI purchases, files expense reports (w 6m audio) – ENGINEERING CS AI AGI
- Here’s the skinny on Alexa+, Amazon’s AI now expected July 31 – EnergyAGI™ – ENGINEERING CS AI AGI
- China’s open source AI “will give every country a chance” – ENGINEERING CS AI AGI
- OpenAI Google Deepseek Anthropic warn we may be losing the ability to understand AI – ENGINEERING – CS AI AGI
- Streamlining business costs with a Generative AI approach – BUSINESS – Finance – AI
- Generative AI’s influence on sustainable business outcomes in SMEs – BUSINESS – Management – AI
- Generative AI driving management innovation – BUSINESS – Management – AI
- Gemini’s impact at work – knowledge workers’ take on productivity gains – BUSINESS – Management – AI
- Seamless automation through email and Generative AI models – BUSINESS – Marketing & Support – AI
- Cybersecurity framework using Generative AI for data privacy – GOVERNMENT – CS – AI
- Know your competition – China’s booming AI startup & development center Hangzhou vs. Silicon Valley
- American better get head out of the sand, win the AI race it appears we’re slipping – ENGINEERING and 140 of 150 university fields of study
- AI Disruption and the future of professional services – BUSINESS – Marketing & Support – AI
- Enabling organizational change with a generative AI maturity model – BUSINESS – Management – AI
- Generative AI greatly enhances HR recruiting – BUSINESS Management – AI
- Apple admits Siri is junk, goes for OpenAI or Anthropic deal – ENGINEERING CS – AI AGI
- AI’s unstoppable role in news media – JOURNALISM & ENGINEERING – CS – AI
- AI connects physical and digital worlds for future wireless life – ENGINEERING – CS – AI
- AI research challenges for rural health in the U.S. – USDA – MEDICINE & HEALTHCARE – CS – AI
- Integrating generative AI with enterprise data – BUSINESS – Management – AI – BJY ™
- Voluntary disclosure of AI writing assistance – THE ARTS – AI
- Precision citation screening using advanced language models – EDUCATION – AI
- AI-driven innovation in agri-food systems – AGRICULTURE – AI – AI
- Generative AI for cognitive enhancement – COGNITIVE NEUROSCIENCE – AI
- Generative AI literacy twelve foundational competencies – EDUCATION – AI
- Google’s AI is ahead, will Siri ever catch up? – ENGINEERING – CS – AGI
- AI outperforms doctors in medical knowledge, excluding pediatrics – MEDICINE & HEALTHCARE – CS – AI
- Motivations behind student use of AI chatbots in academia – EDUCATION – AI
- AI agents enhancing financial Enterprise Resource Planning – BUSINESS – Finance – AI
- ChatGPTo3 has survival cognition? – ENGINEERING – CS – AGI
- Demographic perspectives on generative AI’s role in higher education – EDUCATION – AI
- Generative AI-driven synthetic data for power management units (PMUs) – ENGINEERING – CS – AI
- _"COLUMNS™ AI SOURCES"
- AAKANKSHA CHOWDHERY-SAN FRANCISCO BAY AREA
- AAMIR HAMID - HALETHORPE
- AARON COURVILLE - MONTREAL
- AARON HERTZMANN - SAN FRANCISCO
- AARON WILBER - TALLAHASSEE
- AATOS HEIKKINEN - UPPSALA
- ADAM COATES - MOUNTAIN VIEW
- ADAM SVENDSEN - WARWICK
- ADRIAN CALMA - BERLIN
- AHMAD BIN RABIAH - SAN DIEGO
- AJAY KUMAR - NEW DELHI
- ALEX GRAVES - TORONTO
- ALEX J. CHAMPANDARD - VIENNA
- ALEX SMOLA - PALO ALTO
- ALEXANDER A. ALEMI - SAN FRANCISCO BAY AREA
- ALEXANDER KHAZATSKY - BERKELEY
- ALEXANDER KULESHOV - MOSCOW
- ALEXANDER PAN - BERKELEY
- ALEXANDRU NICULESCU - PRINCETON
- ALEXIS CONNEAU-SAN FRANCISCO BAY AREA
- ALLAN COLLINS - LEXINGTON
- ALLEN YIN - MENLO PARK
- AMIN SARAFRAZ - MIAMI
- ANA PAIVA - PORTO SALVO
- ANDREAS K. MAIER - ERLANGEN
- ANDREAS MUELLER - PALO ALTO
- ANDREJ KARPATHY - STANFORD
- ANDREW CARR-PROVO
- ANDREW CRITCH - BERKELEY
- ANDREW MAAS - SANTA CLARA
- ANDREW MCCALLUM - AMHERST
- ANDREW NG - PALO ALTO
- ANDY FITZE - ZURICH
- ANDY PARDOE - LONDON AREA
- ANGELA LANGDON - PRINCETON
- ANGIE BOGGUST - CAMBRIDGE
- ANIL K. JAIN - MICHIGAN
- ANIMA ANANDKUMAR - SAN FRANCISCO BAY AREA
- ANJALI GOPAL - GREATER BOSTON
- ANTONIO CHELLA - PALERMO
- ANTONIO TORRALBA - CAMBRIDGE
- ARAVIND RAJESWARAN - GREATER SEATTLE AREA
- ARSLAN CHAUDHRY - MOUNTAIN VIEW
- ASHVIN NAIR - BERKELEY
- ASIM KADAV - SAN FRANCISCO BAY AREA
- AUSTIN GEISERT - ABILENE
- AVIRAL KUMAR - BERKELEY
- BAILEY KIMMEL - ABILENE
- BAS R. STEUNEBRINK - SWITZERLAND
- BEN EYSENBACH - PALO ALTO
- BEN GOERTZEL - HONG KONG
- BEN GOERTZEL - WASHINGTON
- BEN LORICA - SAN FRANCISCO
- BEN TASKAR - WASHINGTON
- BENJAMIN J CLARK - ALBUQUERQUE
- BERNHARD SCHÖLKOPF - TÜBINGEN
- BJÖRN SCHULLER - LONDON
- BLAKE WULFE - SAN FRANCISCO BAY AREA
- BO WEI - SAULT STE MARIE
- BORIS KATZ - CAMBRIDGE
- BORIS OTKHMEZURI - CANTERBURY
- BRETT A. BECKER - DUBLIN
- BRODY HUVAL - SAN FRANCISCO BAY AREA
- BRYAN WILIE - HONG KONG
- CAROL REILEY-MOUNTAIN VIEW
- CASSIE KOZYRKOV - NEW YORK
- CHANGQING XU - HAMILTON
- CHELSEA FINN - SAN FRANCISCO
- CHIH-JEN LIN - TAIPEI
- CHRIS PAL - MONTRÉAL
- CHRISTIAN SZEGEDY - SAN FRANCISCO BAY AREA
- CRISTIAN CANTON-GREATER SEATTLE AREA
- CYNTHIA BREAZEAL - CAMBRIDGE
- DACHENG TAO - SYDNEY
- DANAH BOYD - BOULDER
- DANIEL C. DENNETT - MEDFORD
- DAPHNE KOLLER - SAN FRANCISCO BAY AREA
- DAVID HA - TOKYO
- DAVID HALL - STANFORD
- DAVID M. BLEI-NEW YORK
- DAVID SILVER - LONDON
- DAVID WINGATE-PROVO
- DAYA GUO - GUANGZHOU
- DEMIS HASSABIS - LONDON
- DHRUV BATRA-MENLO PARK
- DHRUV SHAH - SAN FRANCISCO BAY AREA
- DIETER FOX - SEATTLE
- DILAN GORUR - MOUNTAIN VIEW
- DIMITRIS KORAKOVOUNIS - ZOGRÁFOS
- ERIC COSATTO - PRINCETON
- ERIK BRYNJOLFSSON - STANFORD
- ERIK JONES - BERKELEY
- FABIO MOIOLI - MILAN
- FEI-FEI LI - STANFORD
- FEISI FU - QUINCY
- FRANCISCO HERRERA - GRANADA
- GANAPATHI PULIPAKA - LOS ANGELES
- GARY MARCUS - NEW YORK
- GENE KOGAN - NEW YORK
- GEOFFREY HINTON - TORONTO
- GEORGE ČEVORA - CAMBRIDGE
- GERALD JAY SUSSMAN - CAMBRIDGE
- GIRISH SASTRY - OAKLAND
- GREG CORRADO - MOUNTAIN VIEW
- GUILHERME M. CUNHA - SEATTLE
- HAIFENG CHEN - PRINCETON
- HANNA WALLACH - NEW YORK CITY
- HANY FARID - BERKELEY
- HARINI SURESH - CAMBRIDGE
- HARRY JIANG - TORONTO
- HARRY SHUM-REDMOND
- HEGOI GARITAONANDIA - AMSTERDAM
- HEIMO MÜLLER - VILLACH
- HEMANTH REDDY SAMIDI - BALTIMORE
- HENDRIK STROBELT - CAMBRIDGE
- HENRI PRADE - TOULOUSE CEDEX
- HILARY MASON - NEW YORK
- HIMA LAKKARAJU - BOSTON
- HIROYUKI NAKAHARA - WAKO
- HOLY LOVENIA - HONG KONG
- HONGDA TIAN - EVELEIGH
- HOPE SCHROEDER - STANFORD
- HOWARD E. SHROBE - CAMBRIDGE
- https://sciprofiles.com/profile/209242
- HUGO LAROCHELLE - MONTREAL
- IAIN BROWN - MARLOW
- IAN GOODFELLOW - SAN FRANCISCO BAY AREA
- ILYA SUTSKEVER - SAN FRANCISCO BAY AREA
- IZABELA WITOSZKO - SAN FRANCISCO
- J. P. GOWNDER - GREATER BOSTON
- JACK CLARK - SAN FRANCISCO
- JACOB STEINHARDT - BERKELEY
- JAMES PRATHER - ABILENE
- JAMES ZOU - PALO ALTO
- JAMIE SIMON - BERKELEY
- JEFF DEAN - PALO ALTO
- JEFFREY DEAN - PALO ALTO
- JENNIFER NGADIUBA - STREAMWOOD
- JEREMY HOWARD - QUEENSLAND
- JESUS RODRIGUEZ - NEW YORK
- JIAMENG FAN - BOSTON
- JIANLONG ZHOU - SYDNEY
- JIE HUA - CHAMPAIGN
- JIEFENG CHEN - MADISON
- JIESHAN CHEN - SYDNEY
- JIMMY BA - TORONTO
- JO VERMEULEN - TORONTO
- JOAN BRUNA - NEW YORK
- JOANNA BRYSON - BERLIN
- JOHAN SUYKENS - LEUVEN
- JOHN GUTTAG - CAMBRIDGE
- JOSH A. GOLDSTEIN - WASHINGTON
- JOSH COGAN - SAN FRANCISCO BAY AREA
- JOSH TENENBAUM - CAMBRIDGE
- JUDEA PEARL - BOELTER HALL
- JUDY BREWER - CAMBRIDGE
- JUERGEN SCHMIDHUBER - LUGANO
- JULIAN MCAULEY - SAN DIEGO
- JUNDA WU - SAN DIEGO
- JURGEN SCHMIDHUBER - LUGANO
- JUSTIN D. WEISZ - PITTSBURGH
- KACPER WARDEGA - BOSTON
- KAI CHEN - MOUNTAIN VIEW
- KAI-FU LEE - BEIJING
- KAIMING HE - MENLO PARK
- KALYANMOY DEB - EAST LANSING
- KAREN SIMONYAN - ARMENIA
- KARTHIKEYA KAUSHIK - BAVARIA
- KATE CRAWFORD - QUEENSLAND
- KATE DARLING - CAMBRIDGE
- KELSEY ALLEN - LONDON
- KEN GOLDBERG - BERKELEY
- KEVIN MORAN - FAIRFAX
- KEVIN P MURPHY - MOUNTAIN VIEW
- KLAUS-ROBERT MÜLLER - BERLIN
- KRISTINN R - REYKJAVIK
- KYLE A. HASENSTAB - SAN DIEGO
- LALANA KAGAL - CAMBRIDGE
- LAURA HERMAN - LONDON
- LAWRENCE LARSON - PROVIDENCE
- LEON BOTTOU - NEW YORK CITY
- LEX FRIDMAN - CAMBRIDGE
- LICHAO SUN - BETHLEHEM
- LUC DE RAEDT - ÖREBRO
- LUC VAN GOOL - ZURICH
- LUPING SHI - BEIJING
- MAANAK GUPTA - COOKEVILLE
- MARC'AURELIO RANZATO - NEW YORK
- MARIYA YAO - SAN FRANCISCO
- MARJAN ALIREZAIE - CANADA
- MARK DEPRISTO - LOS ALTOS
- MARK NEUBAUER - URBANA
- MARK TABLADILLO - ATLANTA
- MARTIN F. ROBBINS - MAIDENHEAD
- MATTHEW BOTVINICK - PRINCETON
- MELANIE MITCHELL - SANTA FE
- MERNA ALGHANNAM - BOSTON
- MICAH MUSSER - WASHINGTON
- MICHAEL I. JORDAN - BERKELEY
- MICHAEL JANNER - BERKELEY
- MICHAEL MULLER - NEW BRUNSWICK
- MICHAEL T BENNETT - BROOKLYN
- MICHAEL WOOLDRIDGE - OXFORD
- MICHELE FERRANTE - WASHINGTON DC
- MIKE TAMIR - SAN FRANCISCO BAY
- MILES BRUNDAGE - SAN FRANCISCO BAY AREA
- MONICA ROGATI - SUNNYVALE
- MORGAN R FRANK - SUFFOLK COUNTY
- MOUSTAPHA CISSE-ACCRA
- MURRAY SHANAHAN-LONDON
- MUSTAFA SULEYMAN - PALO ALTO
- NAFIS SADEQ - SAN DIEGO
- NAN DUAN - BEIJING
- NATHAN BENAICH - WEST END
- NATHANIEL LI - SAN FRANCISCO BAY AREA
- NATHANIEL ODELL - CHICAGO
- NICK BOSTROM - UNIVERSITY OF OXFORD
- NICK JENNINGS - LOUGHBOROUGH
- NIGEL WILLSON - ASHLEY HEATH
- NIKOLA KASABOV - AUCKLAND
- NITESH KUMAR - GURGAON
- NOVEEN SACHDEVA - SAN DIEGO
- OLGA RUSSAKOVSKY - PITTSBURGH
- OREN ETZIONI - SEATTLE
- ORIOL VINYALS - LONDON
- PANAGIOTA KIOURTI - BOSTON
- PARIKSHIT KUMAR BAIS - MADHYA PRADESH
- PASCALE FUNG - HONG KONG
- PATRICE SIMARD - BELLEVUE
- PAUL DENNY - AUCKLAND
- PEDRO DOMINGOS - SEATTLE
- PEI WANG - PHILADELPHIA
- PERCY LIANG - STANFORD
- PERCY LIANG - STANFORD
- PETER ASBECK - SAN DIEGO
- PETER E. HART - TOKYO
- PETER SKOMOROCH - SAN FRANCISCO
- PETER SZOLOVITS - CAMBRIDGE
- PHILIP S. YU - CHICAGO
- PHILIPP EBEL - BRISTOL
- PIETER ABBEEL - BERKELEY
- PRIMAL PAPPACHAN - PORTLAND
- QUOC V. LE - AMPHITHEATRE PARKWAY MOUNTAIN VIEW
- RACHEL THOMAS - BRISBANE
- RAIA HADSELL - LONDON
- RAJAT MONGA - SAN FRANCISCO BAY AREA
- RANA EL KALIOUBY - BOSTON
- RANDALL DAVIS - CAMBRIDGE
- RANDY OLSON - PORTLAND
- RAQUEL PEZOA - CHILE
- RAQUEL URTASUN - TORONTO
- REHAN AKBANI - SAN ANTONIO
- RENÉE DIRESTA - STANFORD
- REZA ZADEH - STANFORD
- RICHARD S. SUTTON - ALBERTA
- RICHARD SOCHER - LOS ANGELES
- ROBERT MAHARI - CAMBRIDGE
- ROBERTO YUS - BALTIMORE
- ROHAN CHITNIS - SAN JOSE
- ROHIN SHAH - BERKELEY
- RONALD VAN LOON - UTRECHT
- ROSALYN J. MORAN - LONDON
- RUOGU FANG - GAINESVILLE
- RUSLAN SALAKHUTDINOV - PITTSBURGH
- RUTH DRYSDALE - BRISTOL
- SABELA RAMOS - ZURICH
- SACHIN PATIL - BURLINGAME
- SAM ALTMAN - NEW YORK
- SAM BLACKWELL - LONDON
- SAMEEP TANDON - SAN FRANCISCO BAY AREA
- SAMIA KABIR - LAFAYETTE
- SAMUEL CAHYAWIJAYA - HONG KONG
- SAMY BENGIO - CUPERTINO
- SANDER DIELEMAN - LONDON
- SARA BORRONI - ITALY
- SASCHA WEIGEL - LEIPZIG
- SATYAPRIYA KRISHNA - ALLSTON
- SAVITHA SAM ABRAHAM - ADELAIDE
- SCOTT REED - LONDON
- SE-EUN YOON - SAN DIEGO
- SEAN GARDNER - GREATER SEATTLE AREA
- SEBASTIAN RASCHKA - MADISON
- SEBASTIAN THRUN - MOUNTAIN VIEW
- SEPP HOCHREITER - LINZ
- SERAFIM BATZOGLOU - PALO ALTO
- SERENA LAMBLEY - DALGETY BAY
- SERGEY LEVINE - BERKELEY
- SHADEN SMITH - SANTA CLARA
- SHARAN NARANG-SUNNYVALE
- SHINJAE KWON - ATLANTA
- SHIXIAN WEN - LOS ANGELES
- SID REDDY - BERKELEY
- SIVAN SCHWARTZ - HAIFA
- SOFIA VALLECORSA - GENEVA
- SOUMITH CHINTALA - NEW YORK
- STEFANOS ZAFEIRIOU - LONDON
- STEPHANIE HOUDE - CAMBRIDGE
- STEPHEN BOYD - STANFORD
- STEPHEN J. GUY - MINNEAPOLIS
- STUART J. RUSSELL - BERKELEY WAY WEST
- STUART RUSSELL - BERKELEY
- SUMMER YUE - SAN FRANCISCO
- TADAHIRO TANIGUCHI - JAPAN
- TAO WANG - SANTA CLARA
- TARRYSINGH - HOUSTON
- TENGYU MA - PALO ALTO
- TERRENCE SEJNOWSKI - LA JOLLA
- THOMAS LATOZA - FAIRFAX
- THOMAS LIPPERT - JÜLICH
- THORSTEN WEBER - BERKELEY
- TIANYI ZHANG - WEST LAFAYETTE
- TIEN YIN WONG - SINGAPORE
- TIM FININ - BALTIMORE
- TIMNIT GEBRU - STANFORD
- TOM DAVENPORT - CAMBRIDGE
- TOM SILVER - MIT
- TOMÁŠ MIKOLOV - PRAGUE
- TOMMI MIKKONEN - FINLAND
- TREVOR DARRELL - BERKELEY
- TREVOR J. BIHL - DAYTON
- TYLER CODY - VIRGINIA
- UNA-MAY O'REILLY - CAMBRIDGE
- VAPNIK - PLAINSBORO
- VERA LIAO - NEW YORK CITY
- VINCENT BOUCHER - MONTREAL
- VIPIN KUMAR - MINNEAPOLIS
- VIVIAN LIU - NEW YORK
- WANQING LI - WOLLONGONG
- WEI CHENG - PRINCETON
- WEICHAO ZHOU - SAN FRANCISCO BAY AREA
- WES ROTH - SOUTH DAKOTA
- WHITNEY ZHANG - CAMBRIDGE
- WILLY CHUNG - HONG KONG
- XI YIN - BAY AREA
- XIANG YU - SAN JOSE
- XIWEI XU - SYDNEY
- YAMAKAWA HIROSHI - TOKYO
- YANN LECUN - NEW YORK
- YI ZENG - BEIJING
- YOSHIHIRO MARUYAMA - CANBERRA
- YOSHUA BENGIO - MONTRÉAL
- YU WANG - SAN DIEGO
- YULIA RUBANOVA - KING'S CROSS
- YUN SOUNG KIM - ATLANTA
- YUPENG HOU - SAN DIEGO
- ZACHARY NOVACK - SAN DIEGO
- ZHENGYOU ZHANG - BELLEVUE
- ZHOUHANG XIE - LA JOLLA
- ZIV EPSTEIN - CAMBRIDGE
Leave a Reply