Werner
@wernervogels.bsky.social
📤 3517
📥 554
📝 67
CTO @ Amazon
The best teams solve problems nobody notices. Ravi Nagayach, Prashant Singh, Kshitij Gupta, and the Lambda networking team have been doing exactly that for about a decade. Read their story here:
www.allthingsdistributed.com/2026/04/the-...
about 1 month ago
0
27
8
For two decades, S3 has been an object store, but today it's broader. S3 Files lets you mount any bucket as a file system—Andy Warfield tells the full story; no copies, no sync scripts, no choosing between file and object.
www.allthingsdistributed.com/2026/04/s3-f...
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S3 Files and the changing face of S3
Andy Warfield writes about the hard-won lessons dealing with data friction that lead to S3 Files
https://www.allthingsdistributed.com/2026/04/s3-files-and-the-changing-face-of-s3.html
about 2 months ago
1
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The latest Now Go Build CTO Fellowship cohort is reimagining education from the ground up. They're not accepting "we can't do that." They're asking, "why haven't we tried this?" Meet the Fellows:
www.allthingsdistributed.com/2026/01/educ...
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Education is not one-size-fits-all for the latest CTO Fellows
Today, I’m honored to introduce you to the latest cohort of Now Go Build CTO Fellows. Individuals from around the world with diverse backgrounds (engineering, the humanities, business, healthcare, ent...
https://www.allthingsdistributed.com/2026/01/education-cohort.html
4 months ago
0
6
0
As we head into the new year, I want to share an article by Andy Warfield called "A little bit uncomfortable". It touches on a topic we don't talk about nearly enough--vulnerability and the relationship between fear and growth.
allthingsdistributed.com/2025/12/a-little-bit-uncomfortable.html
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A little bit uncomfortable
Fear is actually a pretty good signal that you are pushing into the unknown, that real growth doesn’t happen without a bit of that associated discomfort, and that it’s worth becoming aware when it hap...
https://allthingsdistributed.com/2025/12/a-little-bit-uncomfortable.html
6 months ago
0
8
2
AI in the human loop, not the other way around. This shift will transform how we combat loneliness, deliver care, build systems, and educate ourselves in an era of rapid change. Read my tech predictions for 2026 on All Things Distributed:
www.allthingsdistributed.com/2025/11/tech...
Now, go build!
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Tech predictions for 2026 and beyond
We’ve caught glimpses of a future that values autonomy, empathy, and individual expertise. Where interdisciplinary cooperation influences discovery and creation at an unrelenting pace. In the coming y...
https://www.allthingsdistributed.com/2025/11/tech-predictions-for-2026-and-beyond.html
6 months ago
0
12
3
The best technology blends into the background of everyday life.
www.allthingsdistributed.com/2025/10/what...
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What is USSD (and who cares)?
While many of us chase the latest tech trends, innovative builders in Sub-Saharan Africa are leveraging a nearly 30-year-old messaging protocol to process hundreds of billions in transactions annually...
https://www.allthingsdistributed.com/2025/10/what-is-ussd-and-who-cares.html
7 months ago
0
4
3
In the latest Frugal Architect podcast we talk with
@boyanslat.bsky.social
about
@theoceancleanup.bsky.social
’s mission to remove 90% of ocean plastic by 2040. When you're climbing the right hill, solutions get simpler over time.
thefrugalarchitect.com/architects/b...
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Frugal engineering for ocean conservation: My journey with The Ocean Cleanup
When 16-year-old Boyan Slat encountered more plastic bags than fish in Greek waters, he asked a simple question that would change everything:
https://thefrugalarchitect.com/architects/boyan-slat-theoceancleanup.html
7 months ago
0
8
0
No data, no AI, no progress. My @AmazonScience article explores how multi-layered mapping + petabyte-scale cloud infrastructure helps save lives in time of crisis. Building AI without addressing the fundamental data divide means solving the wrong problems.
amazon.science/blog/why-ai-...
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Why AI for good depends on good data
New technologies are helping vulnerable communities produce maps that integrate topographical, infrastructural, seasonal, and real-time data — an essential tool for many humanitarian endeavors.
http://amazon.science/blog/why-ai-for-good-depends-on-good-data?utm_campaign=why-ai-for-good-depends-on-good-data&utm_medium=werner&utm_source=bluesky&utm_content=why-ai-for-good-depends-on-good-data&utm_term=2025-october>
8 months ago
1
12
5
Development gets better with Age
www.allthingsdistributed.com/2025/10/bett...
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Development gets better with Age
This new five-part mini-series follows technology leaders from social impact organizations solving humanity's hardest problems - from crisis zones to community centers. Watch how they use drones to ma...
https://www.allthingsdistributed.com/2025/10/better-with-age.html
8 months ago
3
21
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As developers, we want to create and find new solutions—not port Java 11 apps to 17. Here is a real opportunity with AI tools. First understand your problem, THEN consider solutions. Our data shows that teams using this approach cut costs 15.9% YoY.
www.amazon.science/blog/measuri...
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Measuring the effectiveness of software development tools and practices
New cost-to-serve-software metric that accounts for the full software development lifecycle helps determine which software development innovations provide quantifiable value.
https://www.amazon.science/blog/measuring-the-effectiveness-of-software-development-tools-and-practices
9 months ago
0
5
0
Cheap ≠frugal. This is a lesson Zillow’s Craig Link learned from his dad. Packing lunch, limiting stops on road trips, and on the latest episode of The Frugal Architect, we talk about how these early lessons in frugality made him a better engineer.
www.thefrugalarchitect.com/architects/c...
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My dad taught me the difference between cheap and frugal...It made me a better engineer
Growing up tracking every mile per gallon in his father's worn notebook, Craig learned early that frugality means making smart tradeoffs. Today, he applies those same principles as Zillow's Chief Clou...
https://www.thefrugalarchitect.com/architects/craig-link-zillow.html
9 months ago
0
4
0
Our final episode of the latest Now Go Build series features Fellows building solutions WITH their communities, not just FOR them. It’s a strong reminder that tech works best when paired with local wisdom. Watch every episode of the series on ATD:
www.allthingsdistributed.com/2025/07/buil...
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10 months ago
0
4
0
Enough food is produced to feed everyone in the world, yet 40% gets wasted in the US alone. Technology can help. The latest episode of Now Go Build features CTO Fellows tackling food security head-on, both globally and locally. Watch it here:
www.allthingsdistributed.com/2025/07/buil...
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10 months ago
1
8
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Eight years after launching SageMaker AI, our mission remains the same: put machine learning in the hands of every builder, regardless of skill level. Our latest updates tackle real builder pain points. Read more on All Things Distributed:
www.allthingsdistributed.com/2025/08/remo...
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Removing friction from Amazon SageMaker AI development
Building with Amazon SageMaker AI should be about innovation, not wrestling with development environments or building bespoke observability systems. Here's how we're removing roadblocks so builders ca...
https://www.allthingsdistributed.com/2025/08/removing-friction-from-sage-maker-development.html
10 months ago
0
5
1
Behind every humanitarian crisis are people making decisions with incomplete data. It's a challenge I've seen time and again in my travels. What if we could change that?
#NowGoBuild
www.allthingsdistributed.com/2025/07/buil...
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10 months ago
1
3
0
Morten Keldebaek and Robert Christiansen "always ask why". Why keep all data hot? Why make every component global? Why chase shiny tech? This engineering philosophy has helped Too Good To Go achieve its mission of keeping fresh food out of the dump.
www.thefrugalarchitect.com/architects/m...
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Always ask why: A journey from sports tech to food waste
From a traffic spike that crashed their system during the 2018 World Cup to serving millions of users in 19 countries, Morten and Robert share how questioning everything, embracing incremental progres...
https://www.thefrugalarchitect.com/architects/morten-keldebaek-robert-christiansen-too-good-to-go.html
10 months ago
0
5
0
Whether climate resilience, disaster recovery, or food security -- access to good data can be the difference between life and death. I’m launching a new 5-part miniseries that focuses on the builders working every day to solve these hard human problems.
www.allthingsdistributed.com/2025/07/buil...
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11 months ago
0
5
2
In a new guest post from
#AWS
Sr. Principal Engineers
@nikomatsakis.com
and Mark Bowes take us inside Aurora DSQL's development from scaling write operations without two-phase commit, to overcoming garbage collection hurdles, and embracing Rust.
www.allthingsdistributed.com/2025/05/just...
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Just make it scale: An Aurora DSQL story
AWS Senior Principal Engineers, Niko Matsakis and Marc Bowes, take us inside Aurora DSQL's development: scaling write operations without two-phase commit, overcoming garbage collection hurdles, and em...
https://www.allthingsdistributed.com/2025/05/just-make-it-scale-an-aurora-dsql-story.html
about 1 year ago
0
21
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How do you scale globally while keeping costs in check? Tom Leaman shows how standardization, self-service tooling, and smart automation helped them do just that at Warner Bros. Discovery. Read (or listen) to the latest from The Frugal Architect here:Â
thefrugalarchitect.com/architects/t...
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Keeping the Stories Flowing at Warner Bros. Discovery
With just nine months to launch Max and no room for downtime, Warner Bros. Discovery had to make every architectural decision count. This story follows how they built observability into their systems,...
http://thefrugalarchitect.com/architects/tom-leaman-warner-bros-discovery.html
about 1 year ago
1
11
4
Announcing plans for the new
#AWS
South America (Chile) Region! Local innovators like @GrupoCetep are already using
#AWS
and GenAI to expand mental healthcare access. Excited to see what the next generation of builders will create in the region.
aws.amazon.com/blogs/aws/co...
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In the works – AWS South America (Chile) Region | Amazon Web Services
AWS announces plans to launch a new AWS Region in Chile by the end of 2026 with three Availability Zones, marking the third AWS Region in Latin American alongside existing Regions in SĂŁo Paulo and Mex...
https://aws.amazon.com/blogs/aws/coming-soon-aws-south-america-chile-region/
about 1 year ago
2
17
4
There is no compression algorithm for experience. During the power outage in Spain and Portugal, the local AWS datacentres kept humming thanks to careful planning and preparation. Remember: Everything fails, all the time, so plan for failure and nothing fails.
www.linkedin.com/posts/kevinm...
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Power is the lifeblood of a modern digital world, and while most of us see… | Kevin Miller | 14 comments
Power is the lifeblood of a modern digital world, and while most of us see power infrastructure at work on a daily basis, it's so ubiquitous that it can be invisible. Just to open a messaging app ...
https://www.linkedin.com/posts/kevinmiller_power-is-the-lifeblood-of-a-modern-digital-activity-7322705809040191489-hOOT?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAxvZ4B0e3NQwqdMJGjzf-s_gTP0iGq6iU
about 1 year ago
1
15
5
It is a pity I don't really track much of the NFL any more, because this is quite cool: 2025 NFL Draft IQ Live Draft Board - Inside an NFL Draft War Room powered by
#AWS
www.nfl.com/draft/iq/
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2025 NFL Draft IQ | Powered by Amazon QuickSight
Explore Draft IQ, an interactive, data-driven dashboard from Next Gen Stats that predicts all 32 team big boards ahead of the 2025 NFL Draft.
https://www.nfl.com/draft/iq/
about 1 year ago
0
2
2
Interfaces should adapt to humans, not the other way around. The AI-native SDKs for
#Alexa+
remove NLU complexity so builders can focus on innovation, not invocation patterns.
www.allthingsdistributed.com/2025/04/alex...
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Alexa+ gets us a step closer to ambient interfaces
The vision was to build the Star Trek computer. 10 years ago that was an ambitious goal. We’ve come a long way since then - from basic voice commands to much more conversational interfaces with Alexa+...
https://www.allthingsdistributed.com/2025/04/alexa-plus-gets-us-a-step-closer-to-ambient-interfaces.html
about 1 year ago
0
6
2
A collection of open source
#AWS
MCP servers is available at
#awslabs
github.com/awslabs/mcp
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GitHub - awslabs/mcp: AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow
AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow - awslabs/mcp
https://github.com/awslabs/mcp
about 1 year ago
1
21
5
Remember that no matter how secure your platform is… (and congrats to
@meredithmeredith.bsky.social
&
@signal.org
for providing a service that obviously meets the most secure communication requirements)
about 1 year ago
0
23
5
The new Frugal Architect podcast features
@watchduty.org
. A tech-first non-profit that proves you just need the right tools to achieve your mission. From a handful of volunteers to millions of users across 22 states, their choices speak volumes.
www.thefrugalarchitect.com/architects/j...
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Born from fire and frustration: Watch Duty keeps the tech simple
Watch Duty's mission to deliver real-time emergency information works backward from a simple truth: during a disaster, people need clear, reliable updates to make life-critical decisions. When your fo...
https://www.thefrugalarchitect.com/architects/john-mills-david-merritt-watch-duty.html
about 1 year ago
0
11
1
On
#PiDay
(Amazon S3's 19th birthday), Andy Warfield takes us through S3's evolution from simple object store to sophisticated data platform. A fascinating look at how customer feedback shapes our services and how we maintain simplicity at massive scale.
www.allthingsdistributed.com/2025/03/in-s...
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In S3 simplicity is table stakes
From simple object storage to sophisticated table management, builders have always shaped S3's evolution. Andy Warfield discusses why making complex systems simple remains our north star at AWS.
https://www.allthingsdistributed.com/2025/03/in-s3-simplicity-is-table-stakes.html
about 1 year ago
0
24
7
Welcome to the new
#AWS
Heroes!
aws.amazon.com/blogs/aws/ne...
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New year, new Heroes – March 2025 | Amazon Web Services
As we dive into 2025, we’re thrilled to announce our latest group of AWS Heroes! These exceptional individuals have demonstrated outstanding expertise and innovation, and are committed to sharing know...
https://aws.amazon.com/blogs/aws/new-year-new-heroes-march-2025/
about 1 year ago
0
16
5
Congrats to Andrew Barto and Richard Sutton for receiving the 2024 @TheOfficialACM Turing Award. They introduced the main ideas, constructed the mathematical foundations, and developed the algorithms for reinforcement learning.
awards.acm.org/about/2024-t...
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Andrew Barto and Richard Sutton are the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning.
Andrew Barto and Richard Sutton as the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning. In a series of papers beginning...
https://awards.acm.org/about/2024-turing
about 1 year ago
0
9
0
If you're just starting your quantum journey or need a refresher, I encourage you to watch my discussion with Dr. John Preskill, Amazon Scholar and Caltech Professor, where we explore quantum computing's current state and future potential.
www.allthingsdistributed.com/2022/02/curi...
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Curious about quantum computing
Diving into Quantum computing with Prof. John Preskill in this new video series for those Curious about new technologies
https://www.allthingsdistributed.com/2022/02/curious-about-quantum-computing.html
over 1 year ago
0
12
0
Many breakthroughs start with a prototype. Today we’re announcing Ocelot, AWS’s first quantum chip that shows significant improvement in error correction, reducing implementation costs by 90%. This is an important step toward practical quantum computing.
www.aboutamazon.com/news/aws/qua...
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Amazon Web Services announces new quantum computing chip
New 'Ocelot' chip uses scalable architecture for reducing error correction by up to 90% and accelerating the development of real-world quantum computing applications.
https://www.aboutamazon.com/news/aws/quantum-computing-aws-ocelot-chip
over 1 year ago
0
12
9
A fantastic article by
@harper.lol
on his LLM supported developer workflow. It shows why humans are still important in programming...
add a skeleton here at some point
over 1 year ago
0
11
3
Roles evolve. Continuous learning and upskilling are as important as ever — especially in tech. For those looking to advance in cloud roles, check out BeSA’s (Become a Solution Architect) free 8-week program. The next cohort kicks off Feb-15:
besaprogram.com
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Home | Become a Solutions Architect
Welcome to the BeSA program. This is a unique opportunity for you to be mentored by AWS Solution Architects to acquire skills...
https://besaprogram.com/
over 1 year ago
0
11
4
Load management is all around us - from restaurants handling the lunch rush to cloud systems balancing millions of requests. Mike Haken’s latest Builders' Library article shows how the principles never change: detect early, adapt quickly, degrade gracefully.
aws.amazon.com/builders-lib...
over 1 year ago
2
19
11
uh oh, I knew we should not have allowed the Chaos Monkey out of its cage ...
www.bbc.com/news/article...
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Sri Lanka: Minister blames monkey for nationwide power cut
The outage is yet to be fully fixed, meaning hospitals and other buildings are having to use generators.
https://www.bbc.com/news/articles/c8d92n28pqjo
over 1 year ago
0
17
0
Thinking about the future in uncertain times is challenging. I often use great writing from the past as my personal "system prompt". These seven books clearly impacted my thinking about the role of technology in society. What are yours?
www.allthingsdistributed.com/2025/02/thin...
over 1 year ago
0
11
1
Tech to the Rescue has selected the Global Health cohort of the AI for Changemakers program. The wide range of problems being tackled is impressive. I am excited to work with these teams as they build out their technology base.
www.techtotherescue.org/blog/2025/01...
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Transforming Global Health: Meet the AI for Health Cohort of the Changemakers Program - Tech To The Rescue
Tech To The Rescue Foundation announces the third Impact Cohort of the AI for Changemakers Accelerator, sponsored by AWS and Google.org.
https://www.techtotherescue.org/blog/2025/01/30/tech-to-the-rescue-foundation-announces-the-third-impact-cohort-of-the-ai-for-changemakers-accelerator/
over 1 year ago
0
2
1
If you want to run DeepSeek R1 on
#AWS
, these are two starting points: 1) Bedrock notebook steps:
github.com/aws-samples/...
2) load into Sagemaker
dgallitelli95.medium.com/deepseek-r1-...
(thanks to @DGallitelli95). As always, consult your legal team before doing so...
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amazon-bedrock-samples/custom-models/import_models/llama-3/DeepSeek-R1-Distill-Llama-Noteb.ipynb at main · aws-samples/amazon-bedrock-samples
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models - aws-samples/amazon-bedrock-samples
https://github.com/aws-samples/amazon-bedrock-samples/blob/main/custom-models/import_models/llama-3/DeepSeek-R1-Distill-Llama-Noteb.ipynb
over 1 year ago
0
40
8
The DeepSeek technical paper is a fascinating read
github.com/deepseek-ai/...
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https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf
over 1 year ago
1
40
5
Strange eerie light around town last night. We haven't seen the sun for days...
over 1 year ago
5
38
1
Today, AWS launches the new
#AWS
Mexico (Central) Region, our first in the country and second in Latin America. This brings the best cloud technologies even closer to innovative companies like SkyAlertMX who are leveraging AWS to provide critical earthquake early warning systems.
#AWSCloud
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Now open — AWS Mexico (Central) Region | Amazon Web Services
AWS launches its first cloud Region in Mexico, enabling digital transformation with local infrastructure, delivering low latency, and helping customers meet data residency requirements, backed by a pl...
https://aws.amazon.com/blogs/aws/now-open-aws-mexico-central-region/
over 1 year ago
0
23
5
The tech breakfast of the year is around the corner. 20 years of amazing content:
dld-conference.com/conference/d...
#dld
#dldconference
over 1 year ago
1
12
0
Today, Thailand gets its first
#AWS
Region, bringing the best cloud technologies even closer to builders, like Botnoi, who are providing culturally aware generative AI solutions to customers in Thailand and across Southeast Asia.
aws.amazon.com/blogs/aws/an...
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Announcing the new AWS Asia Pacific (Thailand) Region | Amazon Web Services
AWS launches Asia Pacific (Thailand) Region with 3 Availability Zones, accelerating cloud adoption. Strategically located to meet data residency needs, it drives innovation across industries. Early AW...
https://aws.amazon.com/blogs/aws/announcing-the-new-aws-asia-pacific-thailand-region/
over 1 year ago
0
22
9
I am disappearing into the jungle for the remainder of the year. Happy holidays to those who celebrate them.
over 1 year ago
1
37
0
If you are using
#AWS
or just interested in solid technical advice, you should listen to the Heroes:
bsky.app/profile/did:...
#listentotheheroes
add a skeleton here at some point
over 1 year ago
4
127
38
This is my personal post-reinvent assignment…
add a skeleton here at some point
over 1 year ago
0
12
0
Zedd was a worthy ending of
#awsreinvent2024
over 1 year ago
2
22
1
Technology is evolving to tackle humanity's hardest problems. From clean energy innovations and disaster preparedness to tools to fight disinformation, success now means making a positive impact. Read my tech predictions for 2025 and beyond:
www.allthingsdistributed.com/2024/12/tech...
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Tech predictions for 2025 and beyond
We've entered an era of unprecedented societal challenges and rapid technological advancements. Harnessing technology for good has become both an ethical imperative and a profitable endeavor. These ar...
https://www.allthingsdistributed.com/2024/12/tech-predictions-for-2025-and-beyond.html
over 1 year ago
0
28
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The Amazon Nova family of models: Technical report and model card
#aws
www.amazon.science/publications...
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The Amazon Nova family of models: Technical report and model card
We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal...
https://www.amazon.science/publications/the-amazon-nova-family-of-models-technical-report-and-model-card
over 1 year ago
0
52
15
For a deep dive on Amazon Aurora DSQL go to
@marcbrooker.bsky.social
's sessions DAT424 and DAT427. In my keynote on Thursday, I'll dive under the hood to look at its architecture and the technology that makes global strong consistency possible.
#AWSreinvent
add a skeleton here at some point
over 1 year ago
0
63
15
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