Dynatrace

APRIL 3, 2023

When the UK Home Office first shut down these programs, the artificial intelligence-based tools had to adapt to the environment disappearing overnight. Tune in to the full episode to learn more about the UK Home Office’s cloud journey and how Dimitris navigates this large-scale environment to deliver essential services efficiently.

Efficiency 246

Efficiency Social Media Artificial Intelligence Cloud 246

Dynatrace

DECEMBER 7, 2023

The episode focused on IT’s biggest hot topic: artificial intelligence (AI). Tune in to Episode 70 , Episode 71, and Episode 72 to hear all of the insights from this terrifying, but really informative series!

Government 262

Government Infrastructure Artificial Intelligence Best Practices 262

Dynatrace

JULY 2, 2019

Once the failure is detected, Davis our artificial intelligence engine will decide whether the issue should be reported or not. How to fine-tune failure detection. The post How to fine tune failure detection appeared first on Dynatrace blog. Dynatrace is far cleverer on how it detects failures and does it automatically!

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Tuning Artificial Intelligence Code Java 147

Dynatrace

NOVEMBER 24, 2020

To bring higher-quality information to Well-Architected Reviews and to establish a strategic advanced observability solution to support the Well-Architected Framework 5-pillars, Dynatrace offers a fully automated, software intelligence platform powered by Artificial Intelligence. Stay tuned.

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

Dynatrace

JANUARY 30, 2024

Is artificial intelligence (AI) here to steal government employees’ jobs? Tune in to the full episode for more insights from Patrick Johnson, director of the DoD’s Cyber Workforce Management Directorate. Can embracing AI really make life easier? There is a lot of concern about AI taking jobs away from humans.

Artificial Intelligence 246

Artificial Intelligence Government Innovation Programming 246

Dynatrace

JANUARY 18, 2024

Explainable AI is an aspect of artificial intelligence that aims to make AI more transparent and understandable, resulting in greater trust and confidence from the teams benefitting from the AI. What is explainable AI, and why is it essential?

Artificial Intelligence 277

Artificial Intelligence Healthcare Government Technology 277

Dynatrace

JULY 6, 2022

Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. While automating IT processes without integrated AIOps can create challenges, the approach to artificial intelligence itself can also introduce potential issues.

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

Dynatrace

JULY 22, 2019

Use the Artificial Intelligence”, it is not a Jedi Trick. If you want to understand how Dynatrace detects errors, read my other blog on how to fine-tune it ! Dynatrace news. Old School monitoring. I have worked on many accounts where Dynatrace replaced tools such as Nagios and Solarwinds. That’s another big cultural change!

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Best Practices Artificial Intelligence Monitoring Tuning 217

Dynatrace

JANUARY 26, 2021

Powerful artificial intelligence automatically consolidates meaningful data to flag slowdowns and pinpoint root causes for quick remediation. Dynatrace connects directly to serverless platforms through a single no-configuration agent, OneAgent.

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Serverless Efficiency Lambda AWS 246

Dynatrace

OCTOBER 2, 2023

As an AI-driven, unified observability and security platform, Dynatrace uses topology and dependency mapping and artificial intelligence to automatically identify all entities and their dependencies. With real-time observability, teams can easily plan their migration and fine-tune performance as they migrate microservices.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

NOVEMBER 15, 2021

Log analysis can reveal potential bottlenecks and inefficient configurations so teams can fine-tune system performance. As solutions have evolved to leverage artificial intelligence, the variety of use cases has extended beyond break-fix scenarios to address a wide range of technology and business concerns.

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Analytics Monitoring DevOps Artificial Intelligence 264

Dynatrace

JUNE 22, 2023

Follow the Tech Transforms podcast Follow Tech Transforms on Twitter , LinkedIn , Instagram, and Facebook to get the latest updates on new episodes!

Artificial Intelligence 130

Artificial Intelligence Cloud Systems Tuning 130

O'Reilly

MARCH 11, 2025

And they can do useful work, particularly if fine-tuned for a specific application domain. The US is proposing investing $500B in data centers for artificial intelligence, an amount that some commentators have compared to the USs investment in the interstate highway system. What about computing infrastructure?

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Artificial Intelligence Infrastructure Government Open Source 63

O'Reilly

MARCH 25, 2025

What we see here, though, is the emergence of the first iterations of the LLM SDLC: Were not yet changing our embeddings, fine-tuning, or business logic; were not using unit tests, CI/CD, or even a serious evaluation framework, but were building, deploying, monitoring, evaluating, and iterating!

Systems 69

Systems Development Tuning Monitoring 69

O'Reilly

NOVEMBER 19, 2024

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. The haphazard results may be entertaining, although not quite based in fact. RAG provides a way to “ground” answers within a selected set of content. at Facebook—both from 2020.

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Open Source Healthcare Database Entertainment 127

O'Reilly

APRIL 4, 2024

In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. They can fine-tune these smaller models for specific problem domains, allowing trusted content providers (like my own company’s O’Reilly Answers and related AI-generated services) to profit from our own expertise.

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Artificial Intelligence Open Source Innovation Transportation 94

O'Reilly

FEBRUARY 18, 2025

The eval process combines: Human review Model-based evaluation A/B testing The results then inform two parallel streams: Fine-tuning with carefully curated data Prompt engineering improvements These both feed into model improvements, which starts the cycle again. Fine-tuning works best for specific jobs where you need higher accuracy.

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Latency Tuning Metrics Testing 66

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. (We’ll say more about this later.) We’ve never seen adoption proceed so quickly.

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Open Source Google Artificial Intelligence Infrastructure 137

Scalegrid

JANUARY 11, 2024

In upcoming developments, we can anticipate a greater reliance on artificial intelligence (AI) and machine learning for effective cloud security monitoring. This way, relevant information can easily be accessed, allowing swift responses against possible external attacks or internal threats.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

InfoQ

MAY 8, 2024

Jules Damji discusses which infrastructure should be used for distributed fine-tuning and training, how to scale ML workloads, how to accommodate large models, and how can CPUs and GPUs be utilized? By Jules Damji

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Tuning Infrastructure Artificial Intelligence Data Engineering 92

O'Reilly

JUNE 14, 2024

Thanks to BERT being open source, the team at Miso was able to fine-tune Answers’ query understanding capabilities against thousands upon thousands of question-answer pairs in online learning to make it expert-level at understanding questions and searching for snippets whose context and content were relevant to those questions.

Open Source 119

Open Source Media Tuning Engineering 119

O'Reilly

FEBRUARY 25, 2025

If I had attempted to do this project in 2021 during the early days of the OpenAI GPT-3 API like early adopters did, I wouldve faced a lot of pain working around rough edges in fast-changing APIs; easy-to-use instruction-tuned chat models didnt even exist back then!

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Code Programming Servers Cloud 83

Enprowess

MAY 10, 2018

As Artificial intelligence and Machine learning are in action now, there are various APIs and libraries available with Java too. Transfer learning by taking a pre-trained model and fine-tuning it for another task. With Liferay (integration or in Liferay context), we can look forward to…. Training a model with updates.

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Artificial Intelligence Open Source Google Java 40

O'Reilly

FEBRUARY 13, 2024

I’m sure the monopolists would say “of course, those can be built by fine tuning our foundation models”; but do we know whether that’s the best way to build those applications? Will it be possible to develop specialized applications (for example, O’Reilly Answers) that require training on a specific dataset?

Open Source 134

Open Source Strategy Government Tuning 134

O'Reilly

NOVEMBER 14, 2023

After his images were removed from Stable Diffusion’s training data, fans developed an alternate model that was tuned to produce images in Rutkowski’s style. While that’s certainly a strong sign of ongoing popularity, it is important to think about the consequences.

Social Media 123

Social Media Innovation Media Tuning 123

O'Reilly

SEPTEMBER 10, 2024

If I were doing that, I would tune my model towards producing more formal business prose. But tuning a model for a low error rate probably means limiting its ability to come up with out-of-the-ordinary answers that we think are brilliant, insightful, or surprising. That’s not good prose, but it is what it is.) That’s useful.

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Tuning Internet Internet Programming 72

O'Reilly

SEPTEMBER 19, 2023

You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. You see the extreme version of this pretrained model phenomenon in the large language models (LLMs) that drive tools like Midjourney or ChatGPT.

Hardware 135

Hardware Storage Big Data Blockchain 135

O'Reilly

JANUARY 16, 2024

Overly-agreeable artificial tone : Lastly, it’s still ChatGPT under the hood, so all the regular limitations of ChatGPT apply here. Most notably, ChatGPT is tuned to be overly-friendly and overly-agreeable (sounding like a customer service agent) so it will simply go along with whatever you assert.

Internet 114

Internet Internet Entertainment Design 114

InfoQ

APRIL 15, 2024

At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. He specifically delved into Venice DB, the NoSQL data store used for feature persistence. The presenter shared the lessons learned from evolving and operating the platform, including cluster management and library versioning.

Big Data 110

Big Data Artificial Intelligence Data Engineering Latency 110

O'Reilly

JULY 25, 2023

With the proper prompting and fine-tuning, I’m sure they can do much better here, and organizations like Khan Academy are already customizing GPT-4 to become a personalized tutor. I’m excited to see how things progress in this fast-moving space in the coming months and years.

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Programming Code Design Benchmarking 98

Dynatrace

FEBRUARY 29, 2024

As digital transformation continues to redefine how the government does business, cloud migrations and artificial intelligence (AI) are playing increasingly indispensable roles. Tune in to the full episode for more insights from Ross Nodurft, executive director of the Washington, D.C.-based

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Government Innovation Artificial Intelligence Small Business 243

Dynatrace

MARCH 26, 2024

The artificial intelligence (AI) age has arrived and the public sector is steadily moving forward with AI advancements. Tune in to the full episode for more insights from Dr. Amy Hamilton, the visiting faculty chair for the DOE at National Defense University and the DOE’s senior cybersecurity advisor for policy and programs.

Government 246

Government Artificial Intelligence Energy Education 246

Adrian Cockcroft

JUNE 29, 2019

This is different to the question of whether we can figure out how to create artificial intelligence, as I don’t think intelligence is a prerequisite for consciousness, its an attribute of more sophisticated conscious systems that allows us to interact with and view the internal model more directly than observing the raw behavior of the system.

Artificial Intelligence 72

Artificial Intelligence Energy Monitoring Open Source 72

Adrian Cockcroft

JUNE 29, 2019

This is different to the question of whether we can figure out how to create artificial intelligence, as I don’t think intelligence is a prerequisite for consciousness, its an attribute of more sophisticated conscious systems that allows us to interact with and view the internal model more directly than observing the raw behavior of the system.

Artificial Intelligence 52

Artificial Intelligence Energy Monitoring Open Source 52

All Things Distributed

NOVEMBER 30, 2016

Effectively applying AI involves extensive manual effort to develop and tune many different types of machine learning and deep learning algorithms (e.g. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models.

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AWS Lambda Artificial Intelligence Mobile 152