AWS re:Invent 2023 - Keynote with Dr. Swami Sivasubramanian
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- Опубликовано: 28 ноя 2023
- Swami Sivasubramanian, Vice President of Data and AI at AWS explores the powerful relationship between humans, data, and AI, unfolding right before us. Generative AI is augmenting our productivity and creativity in new ways, while also being fueled by massive amounts of enterprise data and human intelligence. Swami discovers how you can use your company data to build differentiated generative AI applications and accelerate productivity for employees across your organization. You will also hear from customer speakers with real-world examples of how they’ve used their data to support their generative AI use cases and create new experiences for their customers.
Featuring customer speakers: Rob Francis, SVP & Chief Technology Officer, Booking.com; Nhung Ho, Vice President of AI, Intuit; and Aravind Srinivas, Co-Founder and CEO, Perplexity.
Including the launch of Anthropic Claude 2.1 now available in Amazon Bedrock, Meta Llama 2 70B now available in Amazon Bedrock, Amazon Titan Multimodal Embeddings, Amazon Titan Text Lite, Amazon Titan Text Express, Amazon Titan Image Generator, Custom model program for Anthropic Claude, Amazon Sagemaker HyperPod, Amazon SageMaker Innovations, Vector engine for OpenSearch Serverless, New vector search capabilities for Amazon DocumentDB and Amazon DynamoDB, Vector search for Amazon Memory DB for Redis, Amazon Neptune Analytics, Amazon OpenSearch Service zero-ETL Integration with Amazon S3, Amazon Q generative SQL in Amazon Redshift, AWS Clean Room ML, Amazon Q data integration in AWS Glue, and Model Evaluation on Amazon Bedrock
01:20 - Welcome & Opening Remarks
03:45 - Ada Lovelace
07:30 - Data + Generative AI + Humans - the three areas of symbiosis
07:30 - Essentials for Building Generative AI Applications
10:20 - Amazon Bedrock / Foundational Models Overview
12:58 - LAUNCH - Anthropic Claude 2.1 now available in Amazon Bedrock
14:00 - LAUNCH - Meta Llama 2 70B now available in Amazon Bedrock
15:00 - Vector embeddings
16:35 - Amazon Titan text embeddings
17:45 - LAUNCH - Amazon Titan Multimodal Embeddings
18:28 - LAUNCH - Amazon Titan Text Lite
18:28 - LAUNCH - Amazon Titan Text Express
19:50 - LAUNCH - Amazon Titan Image Generator
20:40 - Invisible watermarks support responsible AI
21:15 - Demo - Amazon Titan Image Generator
22:55 - Amazon Titan Foundation Model
23:10 - Amazon Bedrock Model Overview
25:00 - Guest Speaker - Chung Ho, VP of AI, Intuit
34:20 - Data is your Differentiator
34:55 - Fine Tuning / Continued Pre-training
36:30 - Amazon Bedrock - Fine Tuning model
47:30 - Retrieval augmented generation (RAG)
38:00 - Reinforce Knowledge Bases for Bedrock
39:00 - Coming Soon Mongo DB, Amazon Aurora
41:50 - DEMO: Bedrock
43:50 - Generative AI Innovation Center
44:30 - LAUNCH - Custom model program for Anthropic Claude
45:30 - Chips - NVIDIA
45:40 - Chips - Inferentia + Trnainium
46:25 - SageMaker Overview
47:00 Training foundational models
48:55 - LAUNCH - Amazon Sagemaker HyperPod
50:00 - LAUNCH - Amazon SageMaker Innovations
51:16 - Guest speaker - Aravind Srinivas, Co-Founder and CEO, Perplexity
56:30 - Data Foundation
57:15 - Services for your data foundation
58:50 - Comprehensive (Vector DB Strategy)
59:50 - Enabling vector serarch across our services
1:00:20 - LAUNCH - Vector engine for OpenSearch Serverless
1:01:10 - LAUNCH - New vector search capabilities for Amazon DocumentDB and Amazon DynamoDB
01:01:40 - Amazon MemoryDB for Redis Overview
01:02:20 - LAUNCH - Vector search for Amazon Memory DB for Redis Neptune Analytics Tee-up
1:03:50 - LAUNCH - Amazon Neptune Analytics
1:04:50 - SNAP customer reference
1:06:00 - Integrated (ZeroETL)
1:07:30 - S3 Data Lake / Opensearch
1:08:15 - LAUNCH - Amazon OpenSearch Service zero-ETL Integration with Amazon S3
1:09:50 - Governed (DataZone)
1:10:35 - AWS Clean Rooms Overview
1:11:45 - LAUNCH - AWS Clean Room ML
1:13:00 - Guest Speaker - Rob Francis SVP and CTO, Booking.com
1:16:00 - AI Trip Planner Demo
1:19:00 - AI enhances data foundation
1:20:00 - AI Makes data management easier
1:21:10 - Reinforce AI optimizations and scaling in Amazon Redshift Serverless (SageMode)
1:21:35 - Honda Customer Reference
1:22:00 - Amazon Q Overview
1:24:15 - LAUNCH - Amazon Q generative SQL in Amazon Redshift
1:24:45 - DEMO: Amazon Q generative SQL in Amazon Redshift
1:26:15 - LAUNCH - Amazon Q data integration in AWS Glue
1:27:40 - Guest Speaker & Demo - Shannon Kalisky, Senior Technical Product Manager, Amazon Quicksight, AWS - Zero-ETL
1:33:30 - Hurone AI Story / Human Productivity
1:36:00 - Amazon CodeWhisperer
1:36:45 - CodeWhisperer customization capability
1:37:30 - Amazon Q accelerates Productivity
1:40:45 - Human Inputs: Virola Tree
1:45:00 - LAUNCH - Model Evaluation on Amazon Bedrock
1:46:26 - New Skills - Reskilling Revolution
1:47:00 - Scholarship and educational updates
1:48:00 - PartyRock
1:50:23 - Conclusion
#AWSreInvent2023 #AWS 
Наука
One of the best keynotes from Swami! Truly inspired!!
Couldn't agree more!🚀✨
I always love Dr Swami, you done it again AWS! So exciting!
🙌 😃 ☁️
"Wow! 🌟 Incredible video, Swami! Thanks a bunch for breaking down each stack with such clarity, and the Iguana example was spot-on! Your explanations make these concepts so much more accessible. Keep up the fantastic work! 👏🙌 #LearningFromTheBest"
Ad of the year for longest runtime.
Excited to use these features
The profound wisdom in this content is eye-opening. A book with akin insights encouraged significant growth in me. "AWS Unleashed: Mastering Amazon Web Services for Software Engineers" by Harrison Quill
Brilliant!
yes 😀 🙌
Hi AWS team, Where can we find the slides of this event. It would be helpful if slides were available for reference.
Hi there! 😊 Slide decks for keynotes, innovation talks, and breakouts will be available on the website a couple of weeks post-event, so watch this space: go.aws/3N7CaAH. 💪 ^RW
@@awssupport Are you making Slide Decks available? I've never seen them past re:Invents
Ai meine Guter Freund 😊
❤❤❤
😊✌️
serverless gpu plz. alibaba cloud launched with old t4 gpu
5 Mins Summary from Swami's Keynote from Day 3 is available at ruclips.net/video/W8VDkUj1OSg/видео.html
5 Mins Summary from Adams's Keynote from Day 1 is available at ruclips.net/video/TWl-0LtFr0U/видео.html
55:26 Ten Blue Link Search Engine 😂 Savage!
I can make that too, but better. Pls hire me amazon 😿😿😿😿
Oh so confused, this key note looks like it’s posted today but its content could have been presented one year ago.
Huh? A year ago that stuff wasn't around.
The problem is this guy seems know little about GenAI. The speech is empty.
@@Bader1940 which stuff wasn’t around? It’s obviously amazing that we can remove 3 lines of code and everything is 5ms faster now because they have integrated some services, but which concept from the field of (gen) AI did not exist one year ago?
@stevenheymans is the most whitest, 3x divorced, in-debt name ever lololol
@@Trollmastaphlex8 haha not married yet or in-depth but the whiteness came with the name that’s very true
Tldr😂
°\^/° I believe we are meant to be like Jesus in our hearts and not in our flesh. But be careful of AI, for it is just our flesh and that is it. It knows only things of the flesh (our fleshly desires) and cannot comprehend things of the spirit such as peace of heart (which comes from obeying God's Word). Whereas we are a spirit and we have a soul but live in the body (in the flesh). When you go to bed it is your flesh that sleeps but your spirit never sleeps (otherwise you have died physically) that is why you have dreams. More so, true love that endures and last is a thing of the heart (when I say 'heart', I mean 'spirit'). But fake love, pretentious love, love with expectations, love for classic reasons, love for material reasons and love for selfish reasons that is a thing of our flesh. In the beginning God said let us make man in our own image, according to our likeness. Take note, God is Spirit and God is Love. As Love He is the source of it. We also know that God is Omnipotent, for He creates out of nothing and He has no beginning and has no end. That means, our love is but a shadow of God's Love. True love looks around to see who is in need of your help, your smile, your possessions, your money, your strength, your quality time. Love forgives and forgets. Love wants for others what it wants for itself. Take note, true love works in conjunction with other spiritual forces such as patience and faith (in the finished work of our Lord and Savior, Jesus Christ, rather than in what man has done such as science, technology and organizations which won't last forever). To avoid sin and error which leads to the death of our body and also our spirit in hell fire, we should let the Word of God be the standard of our lives not AI. If not, God will let us face AI on our own and it will cast the truth down to the ground, it will be the cause of so much destruction like never seen before, it will deceive many and take many captive in order to enslave them into worshipping it and abiding in lawlessness. We can only destroy ourselves but with God all things are possible. God knows us better because He is our Creater and He knows our beginning and our end. Our prove text is taken from the book of John 5:31-44, 2 Thessalonians 2:1-12, Daniel 7-9, Revelation 13-15, Matthew 24-25 and Luke 21. Let us watch and pray... God bless you as you share this message to others.