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

NOVEMBER 15, 2021

Log analysis can reveal potential bottlenecks and inefficient configurations so teams can fine-tune system performance. Accelerated innovation. An efficient, automated log monitoring and analytics solution can free teams up to focus on innovation that drives better business outcomes. Increased collaboration.

Analytics 264

Analytics Monitoring Artificial Intelligence DevOps 264

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?

Artificial Intelligence 63

Artificial Intelligence Infrastructure Government Open Source 63

O'Reilly

APRIL 4, 2024

It is a dark pattern, a map to suboptimal outcomes rather than the true path to competition, innovation and the creation of robust companies and markets. In a well-functioning market, many startups would have explored a technology innovation like on-demand transportation over a much longer period. I disagree.

Artificial Intelligence 94

Artificial Intelligence Open Source Innovation Transportation 94

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.

AWS 153

AWS Lambda Artificial Intelligence Mobile 153

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. These innovative tools have the potential to detect irregularities in data transfers, prevent breaches, and improve accuracy when identifying threats.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

O'Reilly

NOVEMBER 14, 2023

Ethan Mollick (with whom I rarely disagree) writes, “In the real world, most new ideas do not come from the ether; they are based on combinations of existing concepts, which is why innovation scholars have long pointed to the importance of recombination in generating ideas.” There’s an almost unending appetite for “industrial” music.

Social Media 123

Social Media Innovation Media Tuning 123

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 can’t tally and tabulate all the responses, but it’s clear that there’s no shortage of creativity and innovation.

Open Source 137

Open Source Google Artificial Intelligence Infrastructure 137

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? Or will innovation only be possible through the entrenched monopolies? Will that be possible in the future?

Open Source 134

Open Source Strategy Government Tuning 134

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. based Alliance for Digital Innovation (ADI). Ultimately, AI innovation and government digital transformation are positively impacting agencies.

Government 243

Government Innovation Artificial Intelligence Small Business 243