Tweet Collection of 2022 #EmTechDigital @MIT, March 29-30, 2022

On #bias embedded in historical data. #syntheticdata can help us build models for the world we aspire to rather than the prejudiced one of the past. Paraphrasing

@danny_lange

@unity

at #EmTechDigital #generativeai

Selective Tweets and Retweets from @StephenJWillia2

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Oriol Vinyals Principal Scientist, DeepMind CERN is Public AlphaCode is Private grant process can inspire

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Naveen Kamat Data AI Services, Kyndryl, Bangalore democratizing ai data is dynamic schema drift data drift data governance curated feature stores data observability industrialized ai transfer learning AutoML MLOps synthetic data

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techReview Mike Haley VP of Research, Autodesk #generative #ai #solution #space #iterative #design #fluid #simulation #valve evolving as a function of water pressure #jet #engine #site #mapping #designer #superpower #Components are redesigned

— Aviva Lev-Ari (@AVIVA1950) March 29, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techReview Kavitha Prasad AI and Cloud Intel @ai #transformation #deployment #edge #cloud deriving #outcomes ai model vs market monitoring of #ai #data is heterogenous exploding CPU to GPU #born-in-the-#Cloud #compute #security #context data

— Aviva Lev-Ari (@AVIVA1950) March 29, 2022

Live conference coverage @Pharma_BI @AVIVA1950 https://t.co/8idu2NFfRo

— Stephen J Williams (@StephenJWillia2) March 31, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Natasha Jaques Senior Scientist, Google Brain applications in robotics emerging behavior multi-agent environment adversary environment perturb by limits in OR imitation work #Inverse #RL extract personal utility function relevance

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

We @Pharma_BI and @AVIVA1950 are developing quality feed for #medical #NLP and #machinelearning https://t.co/ViPX3mVkMN

— Stephen J Williams (@StephenJWillia2) March 31, 2022

First, we’ll dig into what’s next for deep learning. Deep learning algorithms have become so good in the last few years. So much so that for many applications, algorithms and models can be used off the shelf. AI is becoming a cloud-based service. #EmTechDigital

— MIT Technology Review (@techreview) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techReview Refik Anadol CEO, RAS Lab; Lecturer, UCLA art for public place human in 21 Century simulation of #emotions #dreams #memories #blockchain #quantum #ai @Google #contour #graphic #life-under-water #music using #ai #MOMA #archive #art

— Aviva Lev-Ari (@AVIVA1950) March 29, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techReview Prem Natarajan Vice President Alexa AI #explainability #analytics device and broadly decisions what stay on edge vs cloud #federated #learning #Healthcare physical obstacles to learn language less constrained Alexa5 more creative

— Aviva Lev-Ari (@AVIVA1950) March 29, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Natasha Jaques Senior Scientist, Google Brain Application how to navigate the Web to book flights generated environment testing benchmarks more successful vs prior learning PAIRED approach best

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

Live conference coverage @Pharma_BI @AVIVA1950 https://t.co/3RYECjlLve

— Stephen J Williams (@StephenJWillia2) March 31, 2022

Join us virtually or in-person at EmTech Digital, our signature AI conference. @AndrewYN of @landingAI will speak about how the biggest AI productivity gains are going to come from better data management. #EmTechDigital https://t.co/SLFwiE69lR pic.twitter.com/Zi2mPESTXg

— MIT Technology Review (@techreview) March 29, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Mira Murati SVP OpenAI develop #ai to benefit #Humanity human intent efficient Neural Networks biological network learning foundation of intelligence labelled dataset chat machine translation supervised learning

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

Live conference coverage @Pharma_BI @AVIVA1950 https://t.co/lw4syhggrA

— Stephen J Williams (@StephenJWillia2) March 31, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Lauren Bennett Spatial Analysis and Data Science, Esri
Clinton Johnson Racial Equity, Esri#spatial-lens #equity-lens outcome #people race age gender equity process analysis conditions impact of the process data science role of #ai

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Fiona Tan CTO, Wayfair #ml #adoption and #risk #tolerance ml maturity lexical search recommendation online shopping investments mode semantic search customer intent first steps supply chain Geo-Sort

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Natasha Jaques Senior Research Scientist, Google Brain Reinforcement Learning #RL Ai Agent environment AlphaGo Zero 5 million games for training Robotics OpenAI generalization Social Learning learn from other intelligent agents

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Naveen Kamat Data AI Services, Kyndryl data fabric approach architecture for data discovery lego blocks integrate through APIs unified console performance across processing engines data operations predictable next transformation

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Ali Alvi Turing Group PM, Microsoft training datasets disruptive experiences computers cheaper faster training models more parameters connections the neural network inference about subjective concepts is difficult responsible #ai

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

Live Conference coverage @Pharma_BI @AVIVA1950 https://t.co/qOeiZIrkux

— Stephen J Williams (@StephenJWillia2) March 31, 2022

my question to the panel would be about the importance of invisible data about invisible people and how to make it visible in maps… but there was no time left for questions 😔#EmTechDigital @medialab @techreview pic.twitter.com/gc77YoCpCh

— rene de paula jr 🇺🇦 🕊️ (@renedepaula) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Lauren Bennett Spatial Analysis and Data Science, Esri
Clinton Johnson Racial Equity, Esri air quality overall in US is improving except community of color Milwaukee, WI all parties work together

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
David Ferrucci Founder, CEO, & Chief Scientist, Elemental Cognition ex-IBM WATSON pre-Watson Jepordy expert system knowledge acquisition bottle neck did not think independently #ml #ontologies and #nlp machine did not understand

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Natasha Jaques Senior Research Scientist, Google Brain
social environment and complex behavior generalization and transfer deep RL domain randomization partial observability complex environments Adversarial environment generation

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

What are the fundamental challenges ahead?

Many of them are organizational, Taveres says. Figuring things out when you’re not a big company is harder. #EmTechDigital

— MIT Technology Review (@techreview) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Mira Murati SVP OpenAI Alignment approach will generalize models get more capable human feedback judgement goog not good becomes training for the model with #ml techniques for supervised learning

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Nicol Turner Lee Director, Center for Technology Innovation, Brookings Institution #decision makers and #policy #socialimpact of #technology in 30 years not enough social #impact for #civilrights #votingrights #equity #technology

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Agrim Gupta, Stanford Vision Learning Lab, Stanford University Baldwin Effect genotypic modification phynotypic behavior #dl GPT-OpenAI CLIP MetaMorph process transformer Encode Decode

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Mira Murati SVP OpenAI model optimise average behavior pre-training more advance tasks get harder training is done by @OpenAI talk to regulator share capabilities of the model with regulator collaboration cross industries

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview Zenna Tavares Research Scientist, Columbia University; Co-Founder, Basis ParametricInversion casual probabilistic programming MCMC approximately universal reasoning machines

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Tara Chklovski Founder & CEO, Technovation education sector to empower girl donors and partners bias against minorities and girls financial capability of girls in the future building resilient communities the Planet can thrive

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022

#EmTechDigital @AVIVA1950 @pharma_BI @techreview
Natasha Jaques Senior Scientist, Google Brain
Prior work with deep RL adversaries automatic curriculum generalized environment Agent learning emergent complexity domain randomization minimax adversarial paired App Web Navigation

— Aviva Lev-Ari (@AVIVA1950) March 30, 2022