ED: any questions on this pic? for example United Nations callsSCI AIforGood and FI: Global Connectivity

x crowding 100 years of tech cooperation ops & threats into one pic is beyond myartisticability- we could however choose some future shocking headlines as new year resolutions for 2023 

HEADER 1 HAS SCI-FI ceased to exist?

ie we now have tech , for better or worse, to deep data dive and so anything imaginable is possible as long as we unite enough human brains-and blend AIforgood

yeah I dont know what enough brains are for particular apps

we have abundant energy sunshine but havent yet enough brains making youth first sd generation - 

HEAD2 i see no poijnt in being teacher or student unless you know of existence of www.changeteacher.com (equally what home page should I know of) rsvp chris.macrae@yahoo.co.uk

further ref EconomistdIary.com EconomistFood.com EconomistLearning.com

being 71 i would prefer to part the world in a more peaceful state but most people i meet in real life now cast me off as a dreamer- so why do we (parents) let our governments invest ever more in arms than education - is it that we fear our public servants or do they fear us?

and lets just spent the last 30 years anti-socially getring wbe 1 and web 2 wrong -- can we know web3 in a way that make children happy , feeling loved,,able to go out safely and not just screenplay www.sdgmetaverseprize.org www.beingai.com www.ed3dao.com

call me a dreamer but i do practice maths - aim to map coomon sense

 3 common sense books written with economist journalists

1984 2025 report

1990 world class brands - can power of global media design good not hate

1995 brand chartering - do we know how to audit corporate leaders or trillion dolalr market purposes  worthy of next generation celebration - as a maths gut exponential maths seems easy to explain tp other maths postgrads but only in those country that train mathematicians the way families of von neumann or einstein trained their kids - usually home school a lot of confeindence as well as service in eg a merchant setting (even mrs thatcher grocer family) then from literacy find one best in city maths tecaher and become that city's maths alumni network of the year- yoiu'd think with everyone digitally connecetd  a city's best for huamnity coders would be quite an easy eduction stream toi design but then ed and tech would have needed constant government support from the dtart of worldwide webbin in 1990 rrarther thah waiting to the plague of 2020

the 100 trillion dollar mediation puzzle - expoeential maths needs to audis something exactly opposite to 90 day extraction -soemthing exactly opposite from what today's global professiosn egaccountants law, insurance have monoplolies to rule over us on

anyhow enough soul searching

 you have an action worth at least half of under30s knowing how to do , please share so I can try and share with the 6000 most innovative teachers and students a hunbdrer years of searching for friends of the maths GOATS (and billion asian womens empowerment www.abedmooc.com ) can find www.ed3dao.com  www.changeteacher.com  www.worldclassdaos/com

Have a look at stanford rango of ai transcripts/resources https://exchange.scale.com/home?view=explore

Microsoft and Mixed Reality: AI Revolutionizing Productivity of the Frontline
6:00 PM - 7:00 PM, Nov 10 EST
FI AI, Art, & Society: The Future of Digital Creativity time  6:00 PM - 7:00 PM, Nov 16 EST

What do the newly tapped VP of Product at Stability AI, the Head of Roblox Studio, and Generative AI Productizer at Amazon all have in common? Almost a decade working on creative ML and AI endeavours together at Adobe, and a passion for the Arts. Join us to learn more about their creative processes, their ties to Bay Area Arts, and their new professional journeys helming teams of creatives and machine learning engineers.

  1. Christian Cantrell, VP of Product at Stability AI spent twenty years at Adobe exploring the future of digital creativity. He has been focused on creative AI since 2017 and is now the VP of Product at Stability AI. In addition to his passion for bringing the power of creativity to every human on the planet, he is also a published science fiction author with two properties currently in development for film.
  2. Stefano Corazza, Head of Roblox Studio, formerly a Stanford Researcher, Stef is the founder (and former CTO/CEO) of Mixamo, the first 3D character animation service which was acquired by Adobe in 2015. Under his tenure at Adobe, the 3D organization grew to over 200 people and completed the acquisition of Allegorithmic where he served as a board member. Stef has been investing and advising companies in the 3D/Immersive space such as Matterport, ReadyPlayerMe, Artomatix, and Rokoko. On the creative side, Stef has built various 3D experiences for festivals and museums and is the founder of Festival of the Impossible, an immersive media exhibition based in San Francisco. Currently, Stef is the Head of Roblox studio, the tool used by millions of creators every month to bring content to Roblox.
  3. Kush Amerasinghe, Generative AI Productizer at Amazon, is a multi-disciplinary problem solver/explorer who worked on future innovation initiatives at Adobe to bring a positive impact to the world using technology, creativity, and sustainable business models. I learned to be a global citizen in Rome Italy where I discovered the power of connecting dots. I used that ability to help Sri Lanka’s first internet provider LISL build solutions for key entities in the country including the national airline, top banks, leading news outlets, and government agencies pushing the envelope for media and cloud applications. Then co-founded Media Solutions - which invented an online productivity suite predating Google Docs, co-founded Avalon Interactive in the Philippines - the country’s industry leader at the time where I lead a diverse team to create cutting-edge experiences for all top 20 universities, and large corporations such as P&G. Later I joined a pioneering VFX house in Indonesia - Epics doing challenging 3D & character animation projects for the county’s leading agencies and global collaborations. As a civil war survivor, I feel incredibly lucky to come this far beating the odds. I try to give back by serving on the board of two non-profits: CounterPulse - an experimental arts org that gives a voice to emerging creatives in San Francisco and AtmaGo - a digital platform for community resilience. I’m also advising and volunteering for Hard Shell Labs - an emerging tech lab for environmental causes, 82ism - an early tech platform with a strong social focus and Kids&Art - a bay area org using art to help kids with cancer and their families.
Applied Natural Language Understanding: Topic modeling for text insights - Going from LDA to using advances in language models
6:00 PM - 7:00 PM, Nov 18 EST
Open Climate Fix: ML Solutions to Global Climate & Energy Supply Crisis
4:00 PM - 5:00 PM, Dec 8 EST
Nuro Engineer & Grace Hopper ABIE Award Recipient: Mehul Smriti Raje
6:00 PM - 7:00 PM, Dec 15 EST
Meta’s Nadeem Anjum, Head of AI Notification
6:00 PM - 7:00 PM, Jan 12 EST
ML & AI Meetup October 2022: San Francisco (In-person)
8:30 PM - 10:30 PM, Oct 27 EDT
Scale TransformX 
12:00 PM, Oct 19 - 8:00 PM, Oct 21 EDT
Re-Engineering Drug Discovery Through ML and Digital Biologytime
3:00 PM - 4:00 PM, Sep 15 EDT
OpenAI’s InstructGPT: Aligning Language Models With Human Intent
5:00 PM - 6:00 PM, Sep 8 EDT
AI Deepfake Detection: Proactive Image Manipulation Detection, Research Collaboration Between Michigan State University and Metatime
4:00 PM - 5:00 PM, Aug 31 EDT
Point Clouds Aren’t Overwhelming: UX and ML Strategies for 3D Data
6:00 PM - 6:45 PM, Aug 25 EDT
Scale Zeitgeist: 2022 AI Readiness Report Review
1:00 PM - 1:45 PM, Aug 5 EDT
Accelerate Efforts to Become Data-Driven in an Age of Disruption, Big Data, and AI: Randy Bean
2:55 PM - 3:45 PM, Apr 21 EDT
Most Popular
A Global Perspective on AI With Eric Schmidt
Oct 6th, 2021
ML at Waymo: Building a Scalable Autonomous Driving Stack with Drago Anguelov
Oct 6th, 2021
Video
What's Next for AI Systems & Language Models With Ilya Sutskever of OpenAI
Oct 6th, 2021
Trends in Recommendation & Personalization at Netflix
Oct 6th, 2021
Democratizing & Accelerating the Future of AI With Kevin Scott
Oct 6th, 2021
The Impact of AI in Financial Services & Beyond With R. Martin Chavez
Oct 6th, 2021
Transforming Drug Discovery Using Machine Learning
Oct 6th, 2021
Panel: Transforming FinTech with AI
Jun 21st, 2021
The State of AI Report 2021
Dec 8th, 2021
Panel: The State of AI for National Security Mission Applications
Oct 6th, 2021
Data-Driven AI for Autonomous Vehicles With Dmitri Dolgov of Waymo
Oct 6th, 2021
From Seeing to Doing: Understanding & Interacting With The Real World With Fei-Fei Li
Oct 6th, 2021
Creating Personalized Listening Experiences with Spotify
Oct 6th, 2021
Designing for Autonomous Vehicles at Scale With Hussein Mehanna of Cruise
Oct 6th, 2021
The Data-Centric AI Approach With Andrew Ng
Oct 6th, 2021
Using Data to Drive Private Equity – Lessons, Trends, and Opportunities for Data Scientists
Feb 9th, 2022
Blog
A Guide to Text Preprocessing Techniques for NLP
Blog
Similarity Search Capabilities Power eBay’s AI-driven Marketplace
Dec 1st, 2021
Video
Building Autonomous Vehicles From the Ground-Up
Mar 10th, 2022
Video
Modernizing Global Trade with James Chen of Flexport
Jun 21st, 2021
Blog
Transformers: What They Are and Why They Matter
May 17th, 2022
Video
Advances in AI Robotics With Marc Segura of ABB
Oct 6th, 2021
Video
Building the Next Generation of NLP Applications With Richard Socher
Oct 6th, 2021
Blog
How Flipkart Used AI to Scale E-commerce: 7 lessons learned
Apr 25th, 2022
Blog
Research Review: 'An ML-Based, 3D Reconstruction Spans an Entire Neighborhood'
May 12th, 2022
Blog
Research Review: ‘Multi-Modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving’
Jul 28th, 2022
Video
The Future of Data-Driven Innovation in AI With Jerry Yang
Oct 6th, 2021
Video
Driving Competitive Edge with Responsible AI Innovation
Oct 6th, 2021
Blog
The 7 Best Data Science Bootcamps to Advance Your Career
May 19th, 2022
Blog
5 Ways AI Is Changing Healthcare
May 3rd, 2022
Blog
Research Review: 'Mask Transfiner for High-Quality Instance Segmentation'
May 10th, 2022
Video
DEBAGREEMENT: A Comment-Reply Dataset for (Dis)agreement Detection
Mar 30th, 2022
Video
The Future of AV Sensors - Enabling the Autonomous Vehicles of Tomorrow
Oct 6th, 2021
Video
From Big Data to Good Data with Andrew Ng
Jun 21st, 2021
Blog
State of AI Report: Transformers Are Taking the AI World by Storm
Jan 6th, 2022
Blog
Ethical AI: Now Is the Time to Act
May 5th, 2022
Blog
8 Ways AI Is Transforming Document Processing
Feb 1st, 2022
Blog
How to Build a Transformer for Supervised Classification
Jun 28th, 2022
Video
Using Deep Learning to Detect Abusive Sequences of Member Activity on LinkedIn
Nov 5th, 2021
Blog
The Week in AI: An Image Generator, Universe Mapper, Wildfire Predictor, and Marine Sound Translator
Jun 1st, 2022
Blog
How to Put Generative Models to Work for Synthetic Data
Jun 7th, 2022
Blog
Data Augmentation in Computer Vision: A Guide
Jan 19th, 2022
Blog
Attention Models: What They Are and Why They Matter
Apr 26th, 2022
Video
Leveraging data science – from Fintech to TradFi
Mar 24th, 2022
Video
Enterprise AI Strategy: Bret Taylor on Lessons Learned at Salesforce
Oct 6th, 2021
Blog
28 Great Resources for AI/ML Practitioners
Aug 12th, 2022
Video
Towards Observability for Machine Learning Pipelines with Shreya Shankar
Jul 14th, 2022
Blog
The Week in AI: A Smooth Cruiser, Synthetic Healthcare, an AI Recruiter, a Sacred Book Translator
May 25th, 2022
Blog
How AI Creates a Competitive Edge in Supply Chain Management
May 31st, 2022
Video
Building Better Reinforcement Learning With World Models & Self-Attention Methods
Oct 6th, 2021
Video
Building Next Generation Web-based ML Applications Using TensorFlow.js With Google
Nov 12th, 2021
Blog
3 Areas Where AI Is Making a Difference in Healthcare Research
Jun 14th, 2022
Blog
5 Robotics Machine Learning Techniques: How to Choose
Apr 28th, 2022
Video
Scale Rapid Demo
Oct 8th, 2021
Blog
The Week in AI: Nuclear Fusion Digital Twin, Minecraft AI Agent, MRI Speed-Up, Road Safety Tester  
Jun 8th, 2022
Blog
The Week in AI: A Gato Multitasker, LSTM Comeback, ML SuperCluster, Heart Disease Detector
May 18th, 2022
Blog
The Week in AI: An ML Quantum Advantage, an AI Carbon Footprint Calculator, a Robot Assistant
Jul 6th, 2022
Video
Rethinking The Framework for Data With Chu-Cheng Hsieh of Etsy
Oct 6th, 2021
Blog
16 Machine Learning/AI Engineers and Researchers to Follow on Twitter
Jun 9th, 2022
Video
Growing With Open Source: From Torch to PyTorch With Soumith Chintala
Oct 6th, 2021
Video
Stephan Jou: Responsible and Ethical AI for Cyber
Jan 25th, 2022
Blog
How to Use ML-Assisted Tooling to Benefit from ML Model/Human Synergy
Apr 21st, 2022
Blog
CVPR Research Roundup: Four Papers on Synthetic Data that Will Have an Immediate Impact on Your Data-Centric AI Workflows
Aug 22nd, 2022
Blog
The Week in AI: An Age Estimator, a Language Model Bias Challenger, a 3D Image Generator/Editor, a Computational Cost-Saver
Jun 29th, 2022
Blog
Research Review: ‘Learning Transferable Visual Models from Natural Language Supervision’
May 24th, 2022
Blog
How to Implement NLP Preprocessing Techniques in Python
Jul 5th, 2022
Video
Monitoring and Quality Assurance of Complex ML Deployments via Assertions - with Stanford University Dawn Lab
Oct 27th, 2021
Video
Are Transformers Becoming the Most Impactful Tech of the Decade?
Oct 6th, 2021
Blog
The Week in AI: An Image Hallucinator, a Photonic Chip, a Traffic Decongestant
Jun 15th, 2022
Blog
Eric Schmidt Discusses the Geopolitics of AI
Oct 27th, 2021
Video
Jeff Wilke on Accelerating AI Adoption: From Operations to Customer Experience
Oct 6th, 2021
Blog
4 MLOps Training Courses: How to Choose
Apr 12th, 2022
Blog
The Week in AI: A Robot Learns to Walk, an AI Sees Like Humans, Project AirSim Improves Drone Training, and More
Jul 27th, 2022
Video
Building Similarity into an AI-Driven Marketplace with Dr. Selcuk Kopru of eBay
Oct 6th, 2021
Video
How to Build an Effective AI Strategy for Business
Oct 6th, 2021
Video
Panel: Enhancing Online Commerce with AI
Oct 6th, 2021
Blog
5 Core Roles Every AI Team Should Consider
Feb 8th, 2022
Blog
Research Review: ‘Document Rectification and Illumination Correction Using a Patch-Based CNN’
Jun 23rd, 2022
Video
An AI-First Approach to Enable Self-Driving at Scale, with Raquel Urtasun of Waabi
Oct 6th, 2021
Blog
How to Build High-Performance ML Models: 3 Lessons Learned
Jul 12th, 2022
Video
Conversational AI in E-Commerce
Feb 21st, 2022
Video
Purpose-Driven Leadership in the Age of AI With Jeff Weiner of LinkedIn
Oct 6th, 2021
Video
The Challenges of Full-Stack AV Development With Jesse Levinson of Zoox
Oct 6th, 2021
Video
Using ML to Improve Labeling Quality on Scale Rapid
Apr 7th, 2022
Video
Building a Framework to Accelerate the Adoption of AI for National Security
Oct 6th, 2021
Video
Autonomous Delivery: Overcoming the Technical Challenges with Jiajun Zhu of Nuro
Oct 6th, 2021
Video
How Scale Uses ML to Improve Label Quality and Labeler Productivity
Oct 6th, 2021
Video
Using Scale Nucleus and Rapid to Label New Datasets Efficiently
Oct 8th, 2021
Blog
The Week in AI: A Stock Predictor, a LEGO Builder, a Medical Diagnosis Assistant, and a Material Designer
Aug 4th, 2022
Video
Panel: Why Do Businesses Fail at Machine Learning?
Oct 6th, 2021
Video
Humans-in-the-Loop Don't Perform Gradient Descent
Jun 21st, 2021
Video
How To Build Technology With Empathy: Addressing the Need for Psychologically Valid Data
Nov 26th, 2021
Video
Navigating an AI-Enabled Future with Eric Schmidt (Former Google CEO)
Oct 20th, 2022

Views: 32

Reply to This

Replies to This Discussion

Video
Developing Realistic Approaches to Deploying ML in Federal Environments
Oct 6th, 2021
Blog
Inside Spotify's Content Recommendation Engine
Nov 22nd, 2021
Blog
Data Labeling for Computer Vision: A Guide
Dec 8th, 2021
Video
The Implications of AI Bias & Approaches to Operationalize Fairness
Oct 6th, 2021
Video
Panel: Building a Resilient MLOps Strategy Through Dataset Management
Oct 6th, 2021
Video
Panel: The State of AI in eCommerce
Oct 6th, 2021
Video
Panel: Race to Better Customer Experience: Value of Data and ML in Fintech
Oct 6th, 2021
Video
Accelerating Social Good With AI: How Can Philanthropy, Private Sector & Government Collaborate?
Oct 6th, 2021
Blog
Synthetic Data: What It Is and Why It Matters
Feb 23rd, 2022
Blog
The Week in AI: Open Pretrained Transformer, Medical Imaging Roadblocks, Ocean Wave Breaker, AI Helps University Students
May 11th, 2022
Video
A Responsible Approach to Creating Global Economic Opportunities With AI
Oct 6th, 2021
Video
Panel: Tools to Accelerate ML Development & Rate of Innovation
Oct 6th, 2021
Blog
How to Build a Highly Effective Data Science Program
Apr 19th, 2022
Blog
How to Use TensorFlow.js to Create JavaScript-Based ML
Dec 22nd, 2021
Blog
HuggingFace CEO, Clement Delangue: Are Transformers Becoming the Most Impactful Tech of the Decade?
Oct 21st, 2021
Video
Panel: Digital Transformation with Responsible AI
Oct 6th, 2021
Video
Natural Language Search for 2D and 3D Training Data with CLIP in Nucleus
May 5th, 2022
Blog
AI on the Edge: How to Do Knowledge Tiering Right
Jan 24th, 2022
Video
Panel: A Discussion on the Consequences of AI Bias
Oct 6th, 2021
Video
Accelerate Efforts to Become Data-Driven in an Age of Disruption, Big Data, and AI
Apr 22nd, 2022
Video
The Governance of Artificial Intelligence
Oct 6th, 2021
Video
Fighting Against COVID-19: How Can AI Help Build & Scale an Effective Pandemic Response?
Oct 6th, 2021
Video
Translating Data Science to Business Value
Mar 3rd, 2022
Resource
Become an AI Exchange Contributor
Jan 27th, 2022
Video
Embedding Synthetic Assets to Train AI Models
Oct 6th, 2021
Blog
How Zoox Builds Autonomous Vehicles from the Wheels Up
Apr 18th, 2022
Video
AI Regulation is Coming: How Should You Prepare?
Oct 6th, 2021
Blog
7 Reasons Dataset Management Tools Are Critical to MLOps
Feb 17th, 2022
Blog
Responsible AI: 6 Principles Every Team Should Follow
Nov 15th, 2021
Video
Human-Centered AI with Fei-Fei Li
Jun 21st, 2021
Video
Panel: Managing Compute With MLOps to Handle Growing Datasets & Model Sizes
Oct 6th, 2021
Video
A Machine Learning Infrastructure Playbook with Lambda
Oct 6th, 2021
Blog
Netflix Explains Recommendations and Personalization
Oct 21st, 2021
Blog
How Waymo Is Using ML to Build a Scalable, Autonomous ‘Driver’
Jan 4th, 2022
Blog
Object Detection in Computer Vision: A Guide
Jan 18th, 2022
Blog
Insitro Is Using Machine Learning to Make Drug Discovery Faster and Less Costly
Dec 16th, 2021
Blog
The Week in AI: A Plastic-Eating Enzyme, Low-Carbon Concrete, a Fusion Plasma Predictor, and a Visual Language Multitasker
May 4th, 2022
Video
Panel: The VC Landscape for AI Startups & Advice for Founders
Oct 6th, 2021
Blog
The Week in AI: Smarter AV, Quantum Computer Builder, Pixel Optimizer, Energy-efficient AI
Apr 27th, 2022
Video
Scaling Data Labeling with Machine Learning
Jun 21st, 2021
Video
The Future of AI Research with Sam Altman of Open AI
Jun 21st, 2021
Blog
Is 2022 The Year NLP Goes Mainstream?
Apr 14th, 2022
Video
How to Use Privacy to Prevent Adverse Customer Outcomes
Oct 6th, 2021
Blog
Data Labeling: What It Is and Why It Matters
Jan 31st, 2022
Video
Stellantis: Customer-Centric Autonomy at Million-Vehicle Scale
Oct 20th, 2022
Blog
Building the Next Generation of NLP Applications: Why Research and Applied ML Are Both Essential
Feb 7th, 2022
Blog
The Week in AI: Advances in PaLM, Robot Art, DALL·E 2, and GSLM
Apr 13th, 2022
Blog
Dataset Management: What It Is and Why It Matters
Mar 15th, 2022
Blog
AI Exchange Guide to AI and ML Conferences for 2022
Jan 12th, 2022
Video
The Learning Curve: Model-in-the-Loop Data Curation
Jun 16th, 2021
Blog
LiDAR: What It Is and Why It Matters
Jan 5th, 2022
Blog
Why ML Needs a Human in the Loop
Feb 22nd, 2022
Blog
MLOps: What It Is and Why It Matters
Mar 1st, 2022
Video
The Learning Curve: Scaling Up Document Processing
Jun 23rd, 2021
Blog
How to Translate Data Science to Business Value: A Blueprint
Mar 8th, 2022
Blog
How to Optimize Your Production Pipelines with Machine Learning
Mar 17th, 2022
Blog
7 Elements of a Well-Thought-Out AI Strategy
Nov 8th, 2021
Resource
AI Exchange Contributor Guidelines
Jan 28th, 2022
Video
The Next Five Years of Keras & Tensor Flow with Francois Chollet
Jun 21st, 2021
Blog
The Week in AI: A LEGO-Like AI Chip, a Quantum Data Analyzer, a Tumor Detector, a Protein DNA Decoder
Jun 22nd, 2022
Video
What's New in Scale AI's Computer Vision APIs
Jun 21st, 2021
Blog
How Data Science Drives Private Equity
Feb 14th, 2022
Blog
Build Better Reinforcement Learning with World Models and Self-Attention
Jan 11th, 2022
Video
Applied AI/ML at DoorDash with Andy Fang
Jun 21st, 2021
Video
The Learning Curve: Scale Mapping
Jul 14th, 2021
Blog
Natural Language Processing: What It Is and Why It Matters
Jan 25th, 2022
Video
The Learning Curve: Technical Integrations with Zenseact
Jun 29th, 2021
Blog
How to Build an Autoencoder Using TensorFlow
Jun 2nd, 2022
Blog
Federated Learning with ML: What It Is, Why It Matters
Mar 22nd, 2022
Blog
How to Use Synthetic Data to Train ML Models: Examples and Patterns
Aug 3rd, 2022
Video
Applying AI to Redefine Every Industry
Oct 24th, 2022
Video
Future of ML Frameworks with Soumith Chintala
Jun 21st, 2021
Video
What's New Computer Vision, Fall 2021
Sep 8th, 2021
Blog
How AI Is Driving Advances in Robotics: The 'Cobots' Are Coming
Feb 16th, 2022
Blog
Air Force Lt. Gen. Kirk Pierce Calls for Unified Military Data
Dec 6th, 2021
Blog
The Week in AI: A Mathematical Question Solver, a Guide to Happiness, a Medical Collaborator, a Vision Model Enhancer
Jul 13th, 2022
Video
Fireside Chat: Using AI to Launch New Products in eCommerce
Jun 30th, 2021
Video
Democratizing the Benefits of AI with Kevin Scott of Microsoft
Jun 21st, 2021
Video
Expert Panel: Combining AI and Human Insights to Accelerate AI Adoption in eCommerce
Jun 30th, 2021
Blog
Why You Should Shift from Model-Centric to Data-Centric AI
Jan 20th, 2022
Blog
The Responsible Way to Use AI
Nov 29th, 2021
Blog
The Future of AI and Language Models: Matching Data and Compute Power Is Key
Jan 26th, 2022
Blog
Computer Vision: What It Is and Why It Matters
Jan 13th, 2022
Blog
The Week in AI: Better Wikipedia Citations, PLATO Learns Physics, Faster Drug Discovery, a Treatment Outcome Predictor
Jul 22nd, 2022
Blog
Why Building AI with Empathy Matters
Dec 14th, 2021
Video
MITTR - EmTech Digital: Data is the New Code
Jun 21st, 2021
Video
A Future with Self-Driving Vehicles with Raquel Urtasun
Jun 21st, 2021
Video
Debugging Model Performance with Scale Nucleus
Jun 21st, 2021
Blog
The Week in AI: Metaverse Dreaming, AI Fusion, Anomaly Detectives, and CLIP vs. ResNet-50
Mar 3rd, 2022
Blog
Waabi Founder Proposes an AI-First Approach to Automated Driving
Dec 13th, 2021
Blog
Microsoft CTO Kevin Scott's Seven Insights on the Future of AI
Oct 19th, 2021
Blog
How to Avoid Data Deserts with Your ML Models
Mar 2nd, 2022
Blog
The Week in AI: Transformers Take Over, GPT-3 Beta, AI Gains Sense, ML Boost Algorithms
Mar 23rd, 2022
Blog
Highlights of Transform X (Part 1)
Oct 14th, 2021
Blog
How to Improve Content Moderation on Inputs to Large ML Models with Synthetic Data
Sep 6th, 2022
Video
Emad Mostaque (Stability AI): Democratizing AI, Stable Diffusion & Generative Models
Oct 23rd, 2022
Blog
The Week in AI: Quantum ML, Graphcore’s Wow Factor, Machine Peripheral Vision, SEER 10B
Mar 9th, 2022
Video
Panel: Lessons Learned Scaling ML Systems
Jun 21st, 2021
Video
fast.ai: The Why, How, and Future of Democratizing ML
Jun 21st, 2021
Video
AI at Facebook Scale with Srinivas Narayanan
Jun 21st, 2021
Video
Panel: Breakthroughs in NLP and Future Potential
Jun 21st, 2021
Blog
The Week In AI: Robots Shape Shift, Synthetic Data, Weaviate, and 1,000-Layer DeepNet
Mar 16th, 2022
Video
Scale Zeitgeist: AI Readiness Report featuring Scale's, Elliot Branson, Director of Machine Learning and Engineering, and Sasha Harrison, Machine Learning Engineer
Aug 4th, 2022
Video
Point Clouds Aren’t Overwhelming: UX and ML Strategies for 3D Data
Aug 26th, 2022
Video
A Framework to Assess Your AI/ML Maturity with Chu-Cheng Hsieh of Etsy
Jun 21st, 2021
Blog
How to Build a Faster Vision Transformer for Supervised Image Classification
Sep 21st, 2022
Blog
How to Build an Enterprise Data Framework
Nov 16th, 2021
Video
OpenAI's Greg Brockman: The Future of Large Language (LLMs) and Generative Models
Oct 20th, 2022
Blog
Adaptive Document Processing: What It Is and Why It’s Better than Traditional Processing
Mar 31st, 2022
Blog
The Week in AI: FastTreeSHAP, Nvidia's Hopper, AI Bias, and a Heart Attack Predictor
Mar 30th, 2022
Blog
How to Build an Effective AI Business Strategy
Nov 22nd, 2021
Blog
How to Identify a Model’s Vulnerabilities to Natural Adversarial Objects
Apr 7th, 2022
Blog
Teaching Robots To Perform Complex Tasks with Dr. Fei-Fei Li
Nov 3rd, 2021
Blog
Practical Applications of AI in Businesses Now—and What’s Next
Apr 5th, 2022
Video
Fireside Chat with Emily Denton
Jun 21st, 2021
Video
The Learning Curve: Focusing on the Developer Experience
May 19th, 2021
Blog
The Week in AI: Rapid Robots, Quantum Leaps Roadblock, Generative Trains ML, AI Forecasts
Apr 6th, 2022
Blog
Highlights of TransformX (Part 2)
Oct 14th, 2021
Blog
How to Get Value from Your Data Without Compromising Privacy
Nov 23rd, 2021
Video
Scale Zeitgeist: AI Readiness Report: ML & AI Meetup August 2022: San Francisco (on-demand)
Sep 30th, 2022
Blog
The Next Big Step in Robotics: Machines That Adapt to People
Mar 29th, 2022
Blog
The Week in AI: Earthquake Detection, ML Reasoning, Color Night Vision, Memristors
Apr 20th, 2022
Blog
Want to Ramp Up Your ML Team? Hold a Hackathon
Jun 30th, 2022
Video
Applying Game Rating Systems to Data Labeling
Jun 21st, 2021
Blog
Explore Online Debates with the DEBAGREEMENT Dataset
Mar 24th, 2022
Blog
Why You Need to Make AI Governance a Priority
Dec 3rd, 2021
Video
ML & AI Meetup July 2022: San Francisco (On-Demand Recording)
Aug 26th, 2022
Video
Fireside Chat with Dr. Yisong Yue
Jun 21st, 2021
Video
AI Deepfake Detection: Proactive Image Manipulation Detection, Research Collaboration Between Michigan State University and Meta
Sep 23rd, 2022
Video
Re-Engineering Drug Discovery Through ML and Digital Biology
Sep 23rd, 2022
Video
Opening Remarks
Jun 21st, 2021
Blog
GlideNet: A High-Performing Solution for Multi-Category Attributes Prediction
Jun 21st, 2022
Video
Top Tips from Netflix, NVIDIA, and Meta on Large Language Models (LLMs)
Oct 21st, 2022
Video
Nat Friedman: Building AI-Native Products & What’s Next For AI
Oct 20th, 2022
Video
Inside Amazon’s AI-Powered eCommerce Growth
Oct 24th, 2022
Video
Closing Remarks
Jun 21st, 2021
Video
How Spotify & Snap Use ML for Recommendation Systems
Oct 21st, 2022
Video
Building Amazon Astro: The First Multi-Purpose Home Robot
Oct 24th, 2022
Video
Daphne Koller: AI-Driven Drug Discovery Using Digital Biology
Oct 24th, 2022
Video
Cohere: Unlocking the Potential of Large Language Models (LLMs)
Oct 21st, 2022
Video
James Manyika: Extending AI's Benefits to Society as a Whole
Oct 24th, 2022
Video
Admiral McRaven: Why the U.S. Must Win the Global Innovation Race
Oct 24th, 2022
Video
Collision Conference: Building Trust in AI
Apr 21st, 2021
Video
Dataset Management: Using the Right Tools for the Job
Oct 21st, 2022
Video
The State of AI Adoption
Oct 20th, 2022
Video
Challenges of Developing Models for Gigapixel-Scale Pathology
Oct 19th, 2022
Blog
Scale Converge: The Future of eCommerce & Retail with AI
Aug 15th, 2021
Video
Francois Chollet: What’s Next for ML? Trends from Powering Google's Production ML
Oct 20th, 2022
Video
Blending Machine Learning and Microeconomics
Oct 20th, 2022
Video
Ushering the Next Generation of Transportation with Luminar
Oct 20th, 2022
Video
AI for Science: Heralding Breakthroughs Through AI
Oct 21st, 2022
Video
Meta’s Journey to AI-Centric: PyTorch, Data Quality & Beyond
Oct 18th, 2022
Video
Scaling Machine Learning at Etsy to Support 100M+ Buyers & Sellers
Oct 20th, 2022
Video
Creating Immersive Experiences with Digital Humans, Avatars, and AI
Oct 20th, 2022
Video
Richard Socher (You.com): How AI is Changing the World
Oct 20th, 2022
Video
The Pragmatist’s Guide to Applying Machine Learning
Oct 18th, 2022
Video
Panel: Digitizing Online Retail & eCommerce with AI
Oct 20th, 2022
Video
Pieter Abbeel: Paving the Path to Generalizable Robotics
Oct 18th, 2022
Video
Applying Collective Intelligence to Advance Deep Learning Models
Oct 18th, 2022
Video
Spend Management: From Cost Center to Customer Experience Driver
Oct 20th, 2022
Video
Human Expression and the Future of Empathetic AI
Oct 18th, 2022
Video
Applying AI & Data Science at New York Life Insurance
Oct 19th, 2022
Video
Introduction to Text and Code Embeddings in the OpenAI API
Oct 18th, 2022
Video
Motional: Scalable AI Solutions for Driverless Vehicles
Oct 18th, 2022
Video
Looking at AI Through the Lens of a Chief Economist (Walmart, Uber, Lyft)
Oct 18th, 2022
Video
Building a Data-Driven Marketplace for 600,000 Retailers at Faire
Oct 20th, 2022
Video
Putting 1M People on Mars with ML & 3D Printed Rockets
Oct 18th, 2022
Video
Panel: How the DoD Can Adopt Pioneering Technology Like AI?
Oct 20th, 2022
Video
Embark’s Data-Obsessed Approach to Scaling Deep Learning
Oct 18th, 2022
Video
Building Inclusive AI for 400M Users at Pinterest
Oct 18th, 2022
Video
AI and the Future of NFT Marketplaces With OpenSea
Oct 18th, 2022
Video
How to Deploy Models at Scale with GPUs
Oct 19th, 2022
Video
Navigating Public Policy in an AI-Enabled Future
Oct 21st, 2022
Video
How to Design, Launch, and Monitor Resilient ML Systems
Oct 18th, 2022
Video
Monitoring Deforestation in the Amazon with Multimodal Learning
Oct 19th, 2022
Video
AI at HSBC: Creating Better Banking Experiences at Massive Scale
Oct 18th, 2022
Video
Responsible Speed: Building AI Readiness at the DoD
Oct 20th, 2022
Video
Dr. Will Roper: The Urgent Need for The Pentagon to Unlock AI’s Potential
Oct 18th, 2022
Video
The Future of Retail: Autonomous Checkout With Computer Vision
Oct 18th, 2022
Video
Debunking the Core Myths of Responsible AI
Oct 18th, 2022
Video
Leave No Group Behind: Building a Human-Centered, Digitally Enabled Future
Oct 18th, 2022
Video
Smart Model Ensembles for Smarter Construction
Oct 18th, 2022
Video
Accelerating Innovation With Smarter Public-Private Partnerships
Oct 19th, 2022
Video
Operationalizing Foundation Models: The Next Frontier for Enterprise AI
Oct 18th, 2022
Video
Accelerating the Pace of AI for National Security at CDAO
Oct 20th, 2022
Video
Redefining & Empowering Humanity in the Age of AI
Oct 20th, 2022
Video
Data-Centric eCommerce: How ASOS is Setting the Trend
Oct 18th, 2022
Video
The Future of AI in America: A View from The White House with Dr. Lynne Parker
Oct 20th, 2022
Video
Bradley Horowitz: Lessons Scaling Billion-User Apps at Google
Oct 20th, 2022

question welcome eg Q) how about looking into Hungarian markets of education and media given your father's 60 years of work inspired by Vo Neumann A) Interesting. Yes I would love to linkin Hungarian & Central Euro connectors of UN2 www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf" target="_blank">https://www.un.org/techenvoy/sites/www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf I had great hopes of connections (2010s trips to) Budapest and Vienna as well as vatican university as Franciscans are a culture I feel young beings are safe in, along with many female asian cultures I have studied over 40 years - for 10 years from 1982 collecting data on se asia for unilever biggest new products.. Fast forward to mid 2010s, Euro and then DC politics and covid and climate and now Putin destroyed all the youth networks open space that seemed rising with the sdgs launch in 2015. If you have some suggestions of whom to contact please mail or whatsapp me chris.macrae@yahoo.co.uk +1 240 316 8157. Actually (if possible) the inclusion of sustainability youth entrepreneurs in central europe offers many ways back. Digital global connectivity cooperation continuously studied since 1865 out of Switzerland in the middle of such superb turn of century maths education/youth-brainpower as von neumann out of budapest and einstein out of munich (subject of dad's biography if von neumann after 40 years of surveys inspired by his 1951 princeton dialogues with Johnny. The ITU at League of Nations Geneva then preceded the United Nations and needed since 1945 to be the digital twin IF gravity of UN-HQ policy out of NY was to include next generations intel. That's actually what got re-started for first time in 70 tears in 2016 now Guterres UN2 . www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf" target="_blank">https://www.un.org/techenvoy/sites/www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf Central Euro-American Soros was asked and promised to be main US philanthropist of freeing graduates around the world to cooperate on this but everything seems to be diluting around him including intel of Jim Kim, and in the south west around arizona state's vice chancellor michael crow https://www.google.com/search?q=%22michael+crow%22+student+sustaina... . Even as those at Guterres level of world influence progress, at massive student cooperation levels the last 5 years seems to have misconnected most web2 systems goodwill. I am just a diaspora scot; I have no ability to find the right way to resolve conflicts at national planning levels (especially DC's last 6 years) but still believe we the 8 billion human brains (or at least the 4 billion younger brains or 2 billion younger female brains) have the tech to save us and must design web3 ways - see www.worldclassdaos.com beyond such messes as putin climate covid and in most western nations increasing hatred between rival political parties. At subconcsious and mass behavioral levels this is a communications (my valuation profession's) crisis - latest cheeky linkedin newsletter www..twitterversal.com - will Musk's twitter save or ruin us all?  

Q@ doesnt your work need a UX designer?

A2 You are correct - ux and massive user reach is not what I can resource. Have almost zero money budget but know what drives quite a lot of key people as well as conflicts between some cultures. For want of a better slogan (my maths profession brand leadership and trust valuation) in a communications emergency. WE are half way through UN's declared SDG timeline and currently heading backwards on most of the 17 variables. I think my own uniqueness -apart from longitudinal community research in 50 countries i have worked in - may be to bring say 5 or more people in 10 or more tech cities that want web3 to maximise how under 30s (and teachers!) spend their time on being first sustainability generation At least half of all youth time is currently mis-spent (if sustainability is the purpose) according to data we have collected!. Each city is different. London is an example where many royal societies deepest change with youth was actively supported by Prince Charles. But now he's King who will both fill his gap and maximise web3. I think I can help identify eg 5 people who need to come together. Naughtily I call that ww.daoroyals.com to see if stories can connect the dots. New york is probably place I can play best as I have worked in many communications agencies. Silicon Valley I desperately need a group to being their connectivity- I have never had chance to spend more than an odd day there. If that's some western examples- then asia is my main chance at being of use. Over 40 years I have been there at least 60 times connecting deep market projects. Japan Hong Kong Singapore ae all places where I think I know someone whose choice of 5 people would fit. Crashing into this is which UN sdgs will have a massive dao by next summer www.worldclassdaos.com. Probably goal 4 education will be present - not sure if its NY led people at www.ed3dao.com who are doing heroic work or some other cluster they inspire Education is the hidden sub-connector of all of Guterres work on gov2 digital roadmaps I have been at key public meeting over 6 years of evolution of www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf" target="_blank">https://www.un.org/techenvoy/sites/www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf But the UN is complex not the least because it rotates so many of its leaders change every 4 years and its appointment of who represents youth seems too random though we have a new hope for this with the process www.sdgmetaverseprize.org which by spring 2023 may have identified 10000 youth viral storytellers identified by both goal and place

..

www.economistwomen.com upd state of usa23 - CAN WOMENS EMPOWERMENT EVER BE FELT IN USA? Will write to a longer list but there is urgency in usa east coast that we have all seen. Since 2008 0r 2001 the FELT combination of Finance-Education-Law&Love-Tech isnt working for millennials www.twitterversal.com www.kc3.dev . www.economistdiary.com

Across east coast half of their livelihoods are being destroyed by over-examined and siloised education (that didnt even blend community with tech let alone last mile health & egov services until covid). In particular naila and I attended over 40 east coast events with yunus where families of luther king carter turner and other families and the whole noble peace laureates network between 2009 said they would arrange more or less any event he wanted with climax happening in atlanta just as 2015 sdgs were launched as obama last hurrah as well as Jim Kims and health servants movements at world bank. Seeing none of this happened by sept 2016 kim with jack ma and melinda gates started digital cooperation which is today Guterres Un2.0 www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf" target="_blank">https://www.un.org/techenvoy/sites/www.un.org.techenvoy/files/List_of_roundtables_key_constituents.pdf  Do we have enough connections in any east coast state or other capital to collectively approach governor now elections are done. Additionally all the black american community leaders I trust most (after 14 yeras of research) say that February's event 20 annual sessions in of black communities meet wall street is their best shot of uniting- in baltimore rev al hathaway is along with chicago's jesse jackson the main person who knows how this works. In the college year the wind break of about 6 weeks is the only time students can incubate ideas-i studied this period at mit 100 k prize. Sadly any progress the un is making on tech and sgds is not understood by the mass of heartland americans; there is no space where what multilaterals lean and what community america needs to practice eith youth scales. And then just as community banking was being collapsed by subprime-crypto is now being made unsafe for communities. I realise peoples diaries are crammed but market change is about timing and networking actions when its possible to do them. Specifically on Law&love we know the worldwide number 1 movement of womens kindness and community actions replacing hate caused by law that never meets solutions peoples actually need. Ironically the bangladesh solutions that naila has studied lifelong and vincent as vice chancellor of abed university has connected these last 4 years were supposed to be partnered by all or soros wlth and connections through the musician university brad ny state, through tufts/talloires and tech in boston, across to budapest soros and von neumanns home town(soros has seen the eu enabling putin a log ti,e) and up through arizona state as tech university that emerged out of crow launching earth institute 25 yeras ago. Over in London where Makoto has moved naila particularly but also I know whom in high society and the bbc has helped King Charles royal societies concerned with climate and community and arts; and the reconciliation retreat space in windsor that John is just back from is an ideal space to host uk--to-world solutions. Should we do a zoom before thanksgiving. Is there any state or city we can in the next few weeks connect enough real momentum in. Ironically by may 2023 www,sdgmetaverseprize.org will have identified 10000 youthful storytellers of sdgs but I expect th will be least represented unless we can find at least one univesrity campus that frees its student time ti maximise connectivity after which that campus can ve the us main connector www.nftsdgs.com with all of guterres and tech 2.0. Since 1982 my main thing has twinned many asian counties youth futures with the west; so if only we could get one us campus free to reconnect exchnages with every community building solution asian women cooperatively connect we get a last chance that current us politics and media and maths of valuation will never see in time. More at www.twitterversal.com. As well as women empowerment redesigning law&Love, music, arts, fashion can all do that if youth own most of the value chain instead of the paedophiles and women abusers of hollywood and michingan state (us olympics, penn state for colege football) . It is fascinating that the Dc attorney announced 48 hours ago a a suit again the commanders and the whole of the nfl for abusing citizens of dc - promising the violence culture snyder enabled would be ended when it got worse until their best player was actually shot. It could be our last best chance on black and womens lives matter at least out of DC that has never taken on sports before which with tv's dismal/violent/fear-ridden waste of the american psyche let alone intel hollows out communities and has made the overall culture of us universities rotten to be a female student in

Reply to Discussion

RSS

survey 1of child centric education

IF SCHOOLS were child centric they would make age relevant interventions:

if anyone is illiterate at age 6 it only takes 90 days to change that - best of all a literate kid can be main helper in 20 minute session - see sunita gandhi

finacial literacy would be practicsed from age 8 - see aflatoun ( works in 100 countries

from age 10 pre-teens would have access to pfysical and mental health studies designed peer to peer -see Lancet

no kid would leave primary school without knowing how open space meetings/teamwork is facilitated

teachers would be celebrated for clarifying which skills involve experiential learning not classroom examination - while there is some recognition that music and sports involve practice, its shocking that coding isnt valued this way ..

==============

Do you have life-changing moment to share? - what was it and what did you think or do differently after it?

example until 9/11, i assumed that (good) futures are happening somewhere in the world and would be searched out so that all could communally replicate them;  === 9/11 caused me to question whether global connectivity will give us time to find sustainable solutions for our kids- i became particulaly interested in places where good education leaps appeared but did not get app'd the world over - one example actually goes back to my favorite 1990s advances in schools that a small cliuster of new zealand schools pioneered - download it here https://oiipdf.com/download/the-learning-revolution

i welcome discussion of this book's parts at any time rsvp chris.macrae@yahoo.co.uk if you have a solution every community that develops youth could be cooperational

in 1984our book with economist editors 2025report made the case for 40 year commitment to every child identifying own skils dashboard and maximising AI curation of this- we valued this as sustainability critical worldwide cooperation - we see no logic for changing this concern

== we live in an age where most up to half of knowhow of techforgood changes every 3 years - we needed mindsets for exploration not for being standard examined; a nation that makes its college students its largest debt class is likely to collapse economically socially environmentally if web3 is designed for celebrating sustainability cooperation; and if web3 is not designed for neough yout to linkin the first sustainability generation then we are all heading the way of the dodo

I am learn to learn

chris.macrae@yahoo.co.uk  

TECH - What is IT? and which exponential multipliers most impact human and natural futures?

AI   >. silicon chip singularity (ie when one chip > one brain in pure analytical capacity) - science fictiion no moore

who programs the ai - the race to include lost voices eg girls- the world of statistics re=-examined like never before (eg previously mass statistics very weak at coding meaining from numbers)

Biotech  >> Affective science (loveq and emotional intelligence remains human's unique edge over artificials for at least 10 more years!)

Some people say that Virtual or Augmented Reality has advanced at its best so far in last 12 months that there are hardly any qualified teachers only pioneering explorers- does this matter - well its VR which is your gateway to web3 - intead of just a mobile device you will like wear  a visual sensor system; equally others argue that you shouldnt worry about how fast you put googles on - what you should want is to take back ownbership of what you spend time creating virually- look at the small print of the big platforms you probably dont own anything without them..maybe this is a generation issue bu interstingly the met-generation can now work on chnaging anything that old systems are destroying (eg climate) ...t 

 IOT which things will now have brains and be as mobile connected as you are

Crypto - can communities celebrate financiang their own most urgent sustainability cooperations? if they dont who wil?

Cyber >> Drone - opportunities and threats of public spaces- first in spaces like the arctic circle if we dont use drones we will get no warning before the big meltdown

-the mkist memorable western campus event i attended in 2010s was tufts colllaboratory summit convened mainly by arctic circle youth under 25; 

one of the main debates how to help teachers in arctic circle schools empower their students to use virtual reality to visit other arctic circles schools communities; many of the changes and solutions are analogous; I am reminded by educators leading the compilation of virtual realty libraries of the DICE acronym - a reen might want to do something dangerous like climb everest, why not VR simulate that? there are impossible things a trainee doctor will never be able to travel inside a humans gut but that can be VR'd; there are catastropghic simulations - you would rid the world of bees just to test if donald is wrong about nature being more powerful than he is, you can simulate it; or the future of smart tourism may be curation of what a community is proudest of being visited for - this way ecotourism, cultural appreciation exchanges can be twinned to maximise celebration of each other- and by the way friends of the tourist can join in virtually- of corse this raises a metaverse question - that Hong Kong is leading the world on

being 100% public - good and bad hacs- note context matters - context 1 smart city context 2 isolated vilalge no moore context 3 make a huge land safe at borders

3D printing aka additive engineering

Big Data Small by market tech sector Leapfrogging

Nano cf einstein - to innovate science model more micro

Blockchain

Downloads from MIT Innovations journal

Volume 2

Volume 1

downloads library 1: MIT innovations journal special issue youth economics opportunities

© 2022   Created by chris macrae.   Powered by

Report an Issue  |  Terms of Service