Avsnitt
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Mark Collier (Chief Operating Officer @ OpenInfra Foundation) talks about the advantages of open source AI and the intersection of OSS and AI transparency, safety, and potential regulations.
See what graphs can do for you at Neo4j.com/developer
SHOW: 821
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SPONSOR:SHOW NOTES:
Mark’s Talk at ATOEU AI Act PassesHow Tech Giants Cut Corners Harvest DataThe EU Guide Act - A Guide for DevelopersOpenInfra FoundationTopic 1 - Our topic for today is AI Safety and Regulation. I saw our guest speak at All Things Open here in Raleigh late last year and he is also a Cloudcast alumnus having been on the show previously talking about OpenStack and the OpenInfra Foundation. We’d like to welcome Mark Collier (Chief Operating Officer @ OpenInfra Foundation) for this discussion. Mark, welcome to the show.
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod
Topic 2 - There’s a lot of news today about AI safety and regulation. The industry also seems to be caught up in an AI arms race of who has the bigger model, faster model, etc. OpenAI have become the early category leader but they might have started with good intentions, but, contrary to their name, they aren’t open… at all. One message in your talk is how open-source software will prevent the coming of the “AI overlords”. Tell everyone a bit of what you mean by this. What is the problem we are facing and many may not even realize it.
Topic 3 - I don’t want to call you old (I think we are about the same age), but you’ve seen some things. You’ve also been around OSS and foundations for a bit now. How can open source solve the problem?
Topic 4 - We hear a lot about AI regulation, but this seems to be a moving target. What is both the current and future state of AI regulation? In my opinion, we haven’t seen a lot of successful regulations to date. We saw recently the EU pass an AI Act. Is this the first of many? The start of a trend?
Topic 5 - Let’s talk about the “day job”. What’s new with OpenInfra Foundation these days?
Topic 6 - OpenStack releases are still going strong and you’ve even run out of letters on OpenStack releases and have rolled around on the alphabet and are back to C. This is the 29th release of OpenStack. What’s the news for the Caracal release?
FEEDBACK? -
Happy Mothers Day! And let’s explore some new happenings at the intersection of open source and AI.
SHOW: 820
SHOW TRANSCRIPT: The Cloudcast #820
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
InstructLab Project (github homepage)LAB: Large-Scale Alignment for ChatBots (research paper)Granite LLMs (IBM research - Hugging Face)7b-base model7b-lab modelHAPPY MOTHERS DAY TO ALL THE MOMS
Call you mom, be good to your wife, and be a role model for the young girls in your lifeOPEN SOURCE MEETS AI
The big AI question: 1 model, or many models?2023 was the year of model diversity, and the beginnings of “open” models (Llama 2, Mistral, etc.)Can we make it easier to contribute to an open model?Can we create communities around models?Can we reduce the costs of expensive parts of AI? How can businesses bring their knowledge to a model, without security concerns about their data? (options like RAG (retrieval augmented generation) exist)FEEDBACK?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod -
Saknas det avsnitt?
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Malte Ubl (@cramforce, CTO @Vercel) talks about Front-End web development and clouds, how AI impacts front-end infrastructure, and impacts to the business.
Vercel (homepage)Elevate your frontend with AIV0.dev
SHOW: 819
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:Topic 1 - Our topic for today is front-end development and front-end clouds, and we’ll also explore AI-generated front ends. Our guest is Malte Ubl, CTO at Vercel. Malte, welcome to the show. Give everyone a quick background on your time at Vercel and Google Search.
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod
Topic 2 - Let’s start at the start. We hear all the time about front-end developers and back-end developers. What is your definition of a front-end and, more specifically, a front-end cloud?
Topic 3 - What are the most common use cases you see today? What problem are you solving when you talk to organizations?
Topic 4 - How much of a front-end is typically integrated with 3rd party services, and how much is build your own?
Topic 5 - Where does AI fit into this from a developer's perspective? Are we to the point where we can develop a front-end from a prompt?
Topic 6 - Let’s talk about the business side of this. Do companies typically have a “front-end problem”? If so, what does it look like, and how do they know?
FEEDBACK? -
What are the key characteristics and red flags with today’s leaders in the tech industry? How to identify the leadership skills, the team building skills, and the execution skills.
SHOW: 818
SHOW TRANSCRIPT: The Cloudcast #818
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
WHERE ARE THE LEADERS IN THEIR CAREERS?
Are they a 1st time manager?Have they managed distributed teams? Managed multiple teams?Have they managed a P&L? Have they had significant success in the past? What was their role?LEADERSHIP SKILLS, TEAM BUILDING, EXECUTION AND RED FLAGS
Are you joining an established “team” or group that’s worked together before?Is the leader repeating a previous success, in a similar or different domain?What motivates the leader? What is their view on competition?What are the leader’s best skills? Do they recognize this? Does the leader augment their skills with the team around them? Do they recognize this?Does your personality mesh with the team you’re joining, or are you expecting to be a change agent?FEEDBACK?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod -
Aaron (@aarondelp) and Brian (@bgracely) talk about all the major news stories in Cloud and AI from April 2024
LINKS TO ALL ARTICLES FOR APRIL 2024 CLOUD NEWS
SHOW: 817
TRANSCRIPT: Cloudcast #817 - CNOTM - April 2024
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:Segments Covered in the Show:
Good Old Fashioned Cloud NewsThe AI Innovation Continues - Speed RoundTrend 1 - 2024 is going to be a year of big announcementsTrend 2 - We’re starting to see some (early) reality set in with AITrend 3 - Lots of things are being lost between Broadcom/VMware and AI discussionsFEEDBACK?
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Every few years we have to be reminded that open source isn’t a business model. Let’s talk about the business dynamics that everyone seems to keep forgetting.
SHOW: 816
SHOW TRANSCRIPT: The Cloudcast #816
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
Adam Jacobs discusses open source and business (The Changelog)“figure out how to play nice with competition” (Twitter)The will never be another Red Hat - Economics of OSS (a16z)OPEN SOURCE IS A LICENSE, NOT A BUSINESS MODEL
There are rules around software licenses (e.g. Apache, GPL, etc.)There are no rules about how people feel about software, creators or maintainersFREE, FREE TIERS, EXTENSIONS, CLONES
Red Flags: Writes most of the code, took VC funding (multiple rounds)Green flags: Lots of diverse (companies) contributorsYellow flags: Foundation owns copyright“There’s the business side and there’s the hippie side of OSS”“I have endless ambitions”“I didn’t build a forever entity”“When is the rug pull going to happen?”If a company takes VC funding, is open source anything more than a marketing vehicle?“Docker figured it out and now they are doing like $100M”. Did they? When is OSS personal, and when is it a company?Will there never be another Red Hat, or just not another Linux?How much is too much when determining if a company should give things away for free?FEEDBACK?
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John Yue (CEO & Co-Founder @ inference.ai) discusses AI workload sizing, matching GPUs to workloads, availability of GPUs vs. costs, and more.
Inference.ai (homepage)TechCrunch postSiliconAngle post on ChatGPU
SHOW: 815
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:Topic 1 - Our topic for today is sizing and IaaS hosting for AI/ML. We’ve covered a lot of basics lately, today we’re going to dig deeper. There is a surprising amount of depth to AI sizing, and it isn’t just speeds and feeds of GPUs. We’d like to welcome John Yue (CEO & Co-Founder @ inference.ai) for this discussion. John, welcome to the show
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod
Topic 2 - Let’s start with sizing, I’ve talked to a lot of customers recently with my day job, and it is amazing how deep AI/ML sizing can go. First, you have to size for training/fine-tuning differently than you would for the inference stage. Second, some just think, pick the biggest GPUs you can afford and go. How should your customers approach this? (GPU’s, software dependencies, etc.)
Topic 2a - Follow-up question what are the business side, what are the business parameters that need to be considered? (budget, cost efficiency, latency/response time, timeline, etc.)
Topic 3 - The whole process can be overwhelming and as we mentioned, some organizations may not think of everything. You recently announced a chatbot to help with this exact process, ChatGPU. Tell everyone a bit about that and how it came to be.
Topic 4 - This is almost like a match-making service, correct? Everyone wants an H100, but not everyone needs or can afford an H100.
Topic 5 - How does GPU availability play into all of this? NVIDIA is sold out for something like 2 years at this point; how is that sustainable? Does everything need to run on a “Ferrari class” NVIDIA GPU?
Topic 6 - What’s next in the IaaS for AI/ML space? What does a next-generation data center for AI/ML look like? Will the Industry move away from GPUs to reduce dependence on NVIDIA?
FEEDBACK? -
For some strange reason, “maintenance” has been in the news quite a bit lately. Is there ever a time when maintenance is enjoyable, or appreciated?
SHOW: 814
SHOW TRANSCRIPT: The Cloudcast #814
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
AWS increased the price of longer-running EKS clusters by 6xBroadcom changes VMware licensing from perpetual to subscriptionBroadcom offers security patches to perpetual license customersIncreasing the Kubernetes support window to 1 yearDiscovering the XZ backdoor (Oxide and Friends, podcast)IS MAINTENANCE EVER APPRECIATED OR ENJOYABLE?
Spent the day surrounded by maintenance activities (oil, AC, power-wash)The costs of maintenance are real and opportunityMaintenance often goes unappreciated and unseenNaming: Release Notes, Technical Debt, Chaos EngineeringTECHNICAL DEBT VS. MAINTENANCE
Should we encourage a lack of maintenance vs. innovation as a priority?Should we encourage active maintenance with lower hard costs?Is there a way to put respect on maintenance? (e.g. OSS maintainers)Do we undervalue maintenance (e.g. Backup/Recovery, DisasterRecovery, etc.)?What maintenance best practices do you use? What are the good and bad of them?FEEDBACK?
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Kalyan Veeramachaneni (@kveeramac, CEO/Founder @DataCebo) discusses the generation and value proposition of synthetic data for GenAI.
DataCebo (homepage)Synthetic Data Vault - SDVTechCrunch ArticleMIT News ArticleTopic 1 - Our topic for today is synthetic data. While the concept and need for synthetic data has been around for a long time, it isn’t a topic that typically comes to the forefront and something we haven’t talked about until today. Today is a bit of crossing the streams between developers and testing data and using GenAI to achieve this goal. For this, we’re joined by Kalyan, CEO and Co-Founder of DataCebo. Welcome to the show
SHOW: 813
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
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SHOW NOTES:
Topic 2 - First, for those not familiar, what is synthetic data? What is the use case and need? What problem is it solving today?
Topic 2a - Hopefully, listeners out there are making the connection to the advantages of GenAI for synthetic data, but take us through your original concept at MIT and the history of Synthetic Data Vault (SDV).
Topic 3 - We recently did a show on the security and privacy of training LLMs where we covered the need to mask PII for the training of models for compliance. I can also see bias issues coming into play or maybe training data that doesn’t exist in the real world (weather models example). What are some of the use cases that you’ve seen require synthetic data sets. Are there certain industries (healthcare, financials, etc.) that benefit?
Topic 4 - You were designing this based on GenAI before GenAI was “cool”. How has the rise of LLMs impacted this space?
Topic 5 - If I understand this correctly, organizations would put generative AI on a problem to describe a need for a data set, the model would then evaluate the available data and create a quality synthetic or “fake” dataset. How would the organization verify the quality of the dataset? How would they validate that a synthetic data set is as good as the original data?
Topic 6 - Let’s talk about resources for a bit. When I think of GenAI and training, I think of large amounts of hardware and in particular GPU’s that might have limited availability. Is that true here? Also, is this on-prem or in the cloud, or both?
FEEDBACK?
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With the AI Era upon us, the challenge of trying to learn and make sense of the technologies, the business opportunities and the pitfalls is both exciting and equally terrifying.
SHOW: 812
SHOW TRANSCRIPT: The Cloudcast #812
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
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CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
WHEN WAS THE LAST TIME YOU REALLY LEARNED SOMETHING NEW IN TECH?
Cloud was all new, but not completelyThe pace of cloud innovation seemed fast, but not in comparison to AIThe focus was around one cloud vs. a new source every weekPICK A TOPIC, READ, BE CONFUSED, LOOK FOR CONFIRMATION, RINSE, REPEAT
Where to start the learning process? Where to pick a source of learning?(Coursera, MIT online, blogs/videos/search, etc.)How to determine legitimacy of the sources? How far to learn before stopping to make sense? Trying to relate it to something you already know? How and when to ask questions?FEEDBACK?
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Brad Winett (President/Co-founder @TrackItCloud) talks about platforms for entertainment and media. Topics include use cases, partnering with AWS, and creation and consulting services. We even dig into AR and VR a bit at the end.
SHOW: 811
TrackIt (homepage)
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
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SHOW NOTES:Topic 1 - Our topic for today is media and entertainment in the cloud. I don’t believe we have ever done a show specifically on this topic, and there are some considerations worth talking about. For today, we have Brad Winett, President and Co-founder at TrackIt. Brad, welcome to the show. Let’s jump right in. The media industry as a whole has undergone major change, just like many others. Most of us see it from the consumer end as a cord-cutter. What made you jump into this market and this industry specifically?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod
Topic 2 - Platforms and content distribution in the early days of cloud was a differentiator. I think back to Netflix, they initially had a market advantage because they were able to scale better and to more devices than anyone and even open sourced a number of internally developed items and were the AWS poster child. Over time, these user experiences have become the norm. How should people out there think about media platforms? Are we past the days of build your own?
Topic 3 - What about use cases? Media streaming is pretty broad. What does a normal customer look like? Is this big streaming services, smaller companies, etc?
Topic 4 - How much of the tech stack is AWS products and how much of the stack is custom typically? Walk us through what a media streaming stack looks like. How is this different from a SaaS provider providing a turnkey service?
Topic 5 - I know TrackIt is a big AWS partner. Give everyone an overview of the landscape of AWS Partnership these days. Do you provide mainly professional services and consulting?
Topic 6 - Where does open-source software fit into this?
Topic 7 - I feel the standard last question these days is how AI will potentially enhance or impact this is some way.
FEEDBACK? -
What will be the adoption patterns for AI within the Enterprise? Will it follow the early days of Cloud Computing, or will new and different patterns emerge?
SHOW: 810
SHOW TRANSCRIPT: Cloudcast #810
SHOW VIDEO: https://youtube.com/@TheCloudcastNET
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:
WHAT WERE THE PATTERNS FOR ENTERPRISE IT AND CLOUD?
Shadow ITHigh-scalability or Short-term Projects (and experimentation)Migration via “Cloud First” initiativesDifficult stuff came lastWHAT’S DIFFERENT ABOUT AI vs. CLOUD?
CPU to CPU was easier to calculate vs. CPU + GPUHave we learned any lessons about how to value people's productivity?Does Enterprise AI need a Crawl, Walk, Run scenario? Do they need to be sequential and linked? Are Enterprise AI use-cases well defined? How long is the Enterprise willing to fail at experiments? What’s the Enterprise tolerance for GenAI “flaws” (e.g. hallucinations, lack of citations, etc.)Will GenAI rejuvenate Predictive AI projects in the Enterprise?FEEDBACK?
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Aaron (@aarondelp) and Brian (@bgracely) discuss the biggest tech stories, announcements, and trends from March 2024.
SHOW: 809
LINKS TO ALL THE ARTICLES FOR MARCH 2024 CLOUD NEWS
SHOW TRANSCRIPT: https://bit.ly/cloudcast-809-transcript
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SHOW NOTES:Segments Covered in the Show:
Good Old Fashioned Cloud NewsThe AI Innovation Continues - Speed RoundTrend 1 - KubeCon EU 2024Trend 2 - Microsoft continues to branch out from OpenAI as a partnerTrend 3 - NVIDIA held a pretty massive GTC eventFEEDBACK?
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Let’s dig into the mindset behind the VMware price increases that have been happening since Broadcom acquired the company in 2023.
SHOW: 808
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
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Want to win a Tesla Cybertruck or $100,000? Enter the WS02 Choreo Code Challenge (before April 30th)WSO2 Choreo - Why build a platform? Just add developers insteadSHOW NOTES:
What VMware might look like under Broadcom (Eps.629, June 2022)What to do about VMware (Day Two Cloud, Feb 2024)VMware 10X Price Increase Leaves Companies Looking for AlternativesVMware pricing in the Broadcom EraBROADCOM IS FITTING VMWARE INTO THEIR BUSINESS MODEL
At least with acquisitions, Broadcom has a well-defined set of business metrics they expect from their companiesBroadcom acts somewhere like private equity in terms of investment, innovation, revenue generationIT'S A BOLD STRATEGY BROADCOM, LET’S SEE IF IT PAYS OFF FOR THEM
In essence, the bet is that there is no replacement for VMware in the EnterpriseThe timing is interesting with the shifting of budgets for AI projectsIt puts customers in a position to pay more for limited upside, but having to distinctly cut other areas of their technology budget (risk the business)Customers have some options, but again they risk the business (e.g. hold off on security patches)Once a company accepts the new pricing, what guarantees are there about no additional big increases in the future? How much will this impact the longer-term vendor-customer relationship?FEEDBACK?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod -
Sean Falconer (@seanfalconer, Head of Dev Relations @SkyflowAPI, Host @software_daily) talks about security and privacy of LLMs and how to prevent PII (personally identifiable information) from leaking out
SHOW: 807
Want to win a Tesla Cybertruck or $100,000? Enter the WS02 Choreo Code Challenge (before August 30th)WSO2 Choreo - Why build a platform? Just add developers insteadCloudZero provides immediate and ongoing savings with 100% visibility into your total cloud spend
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SkyFlow (homepage)Partially Redacted PodcastSoftware Engineering DailyTopic 1 - Our topic for today is the security and privacy LLMs. What’s Sean’s origin story?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod
Topic 2 - Let’s dig into LLM security and privacy. We see this concern a lot on the podcast and we’ve touched on it with various past shows, but we haven’t dug in deep. First, let’s frame the problem. What are we talking about when we talk about LLM security and privacy?
Topic 3 - First, there is a fear that customer PII information might leak out. Second, company IP or confidential into might leak out related to products or offerings. We’ve seen examples of both to date. This could be exposed in the form of integration into a model (query it for the answer) or in the fine-tuning or RAG stage. Either one could lead to compliance issues, lost rev etc. But, that same data at risk is the potential differentiation of the models. How do you both mask the data but take advantage of the data?
Topic 4 - One thing I’ve noticed is many orgs only think about privacy in relation to the fine-tuning stage where they are taking a broad model and making it company specific. It is about much more than that though. Just like standard software development, we have different stages. How is the data collected and stored, how is it used for training and fine-tuning, how is it used after deployment and during interaction stage, etc. How should security and privacy be handled across all phases?
Topic 5 - Let’s talk beyond LLMs for a bit. What about Data Lakes and Data Warehousing? I see this as a problem across all big data, correct?
Topic 6 - How does API security fit into this? Much of what we are talking about is at the storage and retrieval level. But, increasingly we see API issues exposing data. How does that fit in here?
Topic 7 - Let’s talk podcasts, we had Jeff, the previous host of Software Engineering Daily on a few times. How are things over at Software Engineering Daily? Tell everyone a bit about the show.
FEEDBACK? -
If you’re planning to deploy AI for your business, here’s 5 important capabilities your business needs from the cloud era in order to be successful.
SHOW: 806
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
SHOW SPONSORS:
Want to win a Tesla Cybertruck or $100,000? Enter the WS02 Choreo Code Challenge (before April 30th)WSO2 Choreo - Why build a platform? Just add developers insteadSHOW NOTES:
The Year Ahead in Cloud and Expectations for AI in 2024 (Altitude podcast)IF YOU WANT TO DO AI WELL, YOU NEED TO HAVE DONE CLOUD WELL
When we first started doing cloud, the smart people would say, “If you don’t do IT well today, you won’t do cloud well in the future”.The same pattern will repeat itself with AI5 IMPORTANT CLOUD CAPABILITIES NEEDED TO SUCCEED WITH AI
Automate everything - Make automation mission-criticalBuild the right abstractions and flexibilities (e.g. sharing GPUs, Devtools, etc.)Leverage platforms to bring together Data Science, MLOps and AppDevKnow how much things cost (e.g. FinOps)Socialize success, and socialize learnings across teamsFEEDBACK?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod -
Krish Ramineni (@krishramineni, CEO/Founder of @Firefliesai) talks about what it is like to build an AI product company in both the pre-LLM era as well as post-LLMs. We also discuss privacy and security concerns and AI behind the scenes.
SHOW: 805
Want to win a Tesla Cybertruck or $100,000? Enter the WS02 Choreo Code Challenge (before April 30th)WSO2 Choreo - Why build a platform? Just add developers instead
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST - "CLOUDCAST BASICS"
SHOW SPONSORS:SHOW NOTES:
Fireflies.ai (homepage)Fireflies MIT ArticleTopic 1 - Welcome to the show. Before diving into today’s discussion, tell us a little about your background.
Topic 2 - Our show and listeners tend to be interested and employed in the Enterprise infrastructure and AI/ML space. Some may find it surprising that we are talking today, but we wanted to really dig into how an up-and-coming AI company provides value at scale from individuals all the way to large enterprises. What goes into both building the product as well as taking that product to market? So, let’s start there. You recently posted about “Free AI” on LinkedIn. What was the problem you were trying to solve, and how did that influence the product you built?
Topic 3 - As the foundational models in the industry keep improving and are going multi-modal, do you worry that the LLMs of the world might push out specialized models? How do you think about staying ahead of the curve? How does something like GPU shortages or big companies like Meta purchasing thousands at a time impact your decisions?
Topic 4 - Fireflies.ai is all about the abstraction of the technology away from the user. They have no idea (and shouldn’t) about the back end and everything “behind the curtain”. How do you think about this abstraction layer from a product standpoint?
Topic 5 - Now, let’s talk about PLG vs. traditional Enterprise software sales models. You did another post about that recently. We’ve worked in environments selling both (sometimes at the same time), and they are very different motions. Do you feel both are needed to build an AI company?
Topic 6 - How does Security and compliance with IT departments fit into all of this? I’ve spoken to customers that have a policy of no AI tools at the personal level for instance or maybe client, company and private data might be at risk and only certain tools are vetted and approved. I’ve seen other companies only allow tools licensed by their corp IT. How do you navigate this issue? How does something like GDPR play here?
Topic 7 - Last question, another AI specific concern we hear about is companies training models on user data. What is your thoughts here? How does a company fine tune and train new models and products but keep customer and company privacy from leaking out?FEEDBACK?
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For years, the CNCF has been the central governance body for cloud-native projects. But are there too many projects now? What if the CNCF was less governance and more like private equity?
SHOW: 804
CLOUD NEWS OF THE WEEK - http://bit.ly/cloudcast-cnotw
CHECK OUT OUR NEW PODCAST - "CLOUDCAST BASICS"
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Want to win a Tesla Cybertruck or $100,000? Enter the WS02 Choreo Code Challenge (before April 30th)WSO2 Choreo - Why build a platform? Just add developers insteadSHOW NOTES:
CNCF LandscapeCNCF Trail MapWHY DOESN’T THE CNCF RECOMMEND A CLOUD-NATIVE STACK?
Originally the CNCF was just trying to get projects to use them for governance. Many people wanted them to “define” a cloud-native stack. Defining a stack would have held back their business model - accepting projects and adding sponsorsHOW MANY PROJECTS WOULD GET “CNCF APPROVED” IF THEY TOOK A PRIVATE EQUITY APPROACH?
CNCF currently has 184 projects, up 4x over the last 4 years. 14% graduates, 20% incubating, 62% sandbox Does the CNCF suffer from the “Big Tent” problem that caused so many issues with OpenStack? KubeCon keynotes are just a list of projects giving status updates - they could be an email. How many projects should the CNCF sponsor? How many categories should remain?How would a private equity group apply metrics to CNCF projects?FEEDBACK?
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Eyal Solomon (@EyalSolomo44643, CEO/Founder of @lunardevapi) talks about integrating, controlling, and observability into 3rd party APIs and services. We discuss the trade-offs of integrating a 3rd party API and how it impacts simplicity and potential loss of insight.
SHOW: 803
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CloudZero provides immediate and ongoing savings with 100% visibility into your total cloud spendSHOW NOTES:
Lunar.dev (homepage)Lunar.dev blogLunar.dev on TechCrunchTopic 1 - Welcome to the show. Before diving into today’s discussion, tell us a little about your background.
Topic 2 - Controlling 3rd party APIs is increasingly becoming an issue for many organizations. As the world gets built on APIs, consumption of another company's APIs to ingest services is critical. But, this leads to all sorts of control and potentially cost issues. Please give everyone an introduction to the problem.
Topic 3 - Does this mean 3rd Party APIs are a tradeoff? Yes, you might be able to integrate APIs for a payment system for instance quickly, or maybe the latest AI SaaS service, but in doing so won’t an organization potentially lose oversight? Where do most organizations run into problems first? This reminds me of the early days of cloud and people leaving instances running and then getting huge bills and not knowing until it was too late. Is this similar?
Topic 4 - We’ve seen a lot of products and companies tackling the issue of internal company APIs, but not 3rd party APIs. Once an organization determines they have a problem, maybe an observability problem, perhaps a cost problem, maybe a compliance issue, etc. how would they get started gaining API observability and control in their org?
Topic 5 - Is this a solution that sits in traffic flow? Does this potentially introduce latency? Is this almost like a WAF for 3rd party APIs? What kinds of policies or restrictions can be put in place?
Topic 6 - What are some of the most common use cases you’ve seen and how do you solve them? What business decisions have to be made if they decide to restrict access in some way?
FEEDBACK?
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2024 is the year of business accountability across all aspects of the software industry. This means that all variations of the free tier are going away in one way or another.
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CloudZero provides immediate and ongoing savings with 100% visibility into your total cloud spendSHOW NOTES:
Linkerd changes publishing model of imagesPlanetScale discontinues Free Tier (“Hobby”) of serviceWHY DID THE FREE TIER(S) EXIST IN THE FIRST PLACE?
Why do free tiers exist? Marketing awareness, experimentation, Why is talking about making money, or profitability considered taboo?Why do we reconcile the love of employees and the hatred of paying for software?WHAT ARE THE TRADE-OFFS WHEN THE FREE TIER GOES AWAY?
Are free tiers and free open source software the same thing?Are “wants” and “value” the same thing? What should be free in the software world? Should end-users want the backers of a project or company to be successful?Will VCs continue to back companies that have free tiers, or companies that spend on marketing, or is the game needing new (undefined) rules?FEEDBACK?
Email: show at the cloudcast dot netTwitter: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod - Visa fler
