O'Reilly Media

SEPTEMBER 15, 2021

64% of the respondents took part in training or obtained certifications in the past year, and 31% reported spending over 100 hours in training programs, ranging from formal graduate degrees to reading blog posts. Salaries for technical workers in government were slightly higher ($124,000). Salaries by State.

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Cold Takes

JUNE 23, 2022

Writing about ideal governance reminded me of how weird my experiences with nonprofit boards (as in "board of directors" - the set of people who formally control a nonprofit) have been. They have other jobs, and only spend a few hours a year on their board roles. This seems bad for governance. What about the board?

Explainability 59

Explainability 59

AWS Machine Learning Blog

SEPTEMBER 14, 2023

Instead of spending a long time reading text or waiting for answers, users can generate summaries in real-time based on multiple existing repositories of internal information. Government Generative AI conversational bots can greatly benefit government institutions by speeding up communication, efficiency, and decision-making processes.

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Generative AI LLM Large Language Models Software Engineer 94

AWS Machine Learning Blog

NOVEMBER 29, 2023

And we continue to work hand-in-hand with customers to operationalize responsible AI with purpose-built tools like Amazon SageMaker Clarify , ML Governance with Amazon SageMaker , and more. Furthermore, these tests are not useful for evaluating subjective criteria (e.g.,

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IBM Journey to AI blog

DECEMBER 20, 2023

Cloud computing services and management products fall into three primary categories: Software-as-a-Service (SaaS) offers applications hosted on a cloud server and distributed to end-users over the public internet. Common SaaS product examples include Zoom (for video conferencing) and Google Drive (for file management).

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AWS Machine Learning Blog

MAY 2, 2024

Human labelers put these responses into categories and label them favorite to least favorite, as shown in the following example. One might better spend one's time staring out a window at a tree growing. ", 'chosen': "This is a great movie. Without explicit criteria, judgments can become arbitrary. I love it more each time i watch.

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LLM Auto-complete Auto-classification Artificial Intelligence 82

AWS Machine Learning Blog

MAY 9, 2024

Data governance – With a wide variety of users accessing the platform and with different users having access to different data, data governance and isolation was paramount. This data spanned several categories, from business processing to configuration to their delivery approach.

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Insight Engine Generative AI LLM AI 114

ODSC - Open Data Science

APRIL 28, 2023

For doing the actual document-level categorization, this “contextualized representation” is then mean-aggregated and passed to a classification layer that predicts the category. In our sentiment analysis example, the two categories are “positive” or “negative”. cat” attribute is populated with the output of our CNN model.

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AWS Machine Learning Blog

MAY 8, 2024

Then, the selected features associated with the churn reason are further classified into two categories: network issue-based and non-network issue-based. Furthermore, the AI Factory framework provides a robust security framework to govern confidential user data and access permissions.

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ML AI AI Categorization 93

Topbots

SEPTEMBER 11, 2023

Your data annotators need to be aware of your brand and the “character traits” of your virtual assistant to create training data that are consistent and aligned with your positioning, and your product manager needs to grasp and scrutinize the architecture of the data pipeline to ensure it meets the governance concerns of your users.

AI 59

AI AI UX Design Automation 59

AI Impacts

APRIL 11, 2023

The world’s most valuable companies have market caps of a few trillion dollars, and the entire world spends around two trillion dollars per year on defense. Governments and corporations will do things that are widely viewed as unethical if they think they can get away with it, for example, by doing it in secret.

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AI AI Explainability OpenAI 130

AI Impacts

DECEMBER 22, 2022

Halting categories of work until strong confidence in its safety is possible, e.g. as would occur if AI researchers agreed that certain systems posed catastrophic risks and should not be developed until they did not. We might accidentally make them due to error, but there is not some deep economic force pulling us to make them.

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AI AI AI Researcher AI Research 130

Mlearning.ai

SEPTEMBER 4, 2023

Short-termism: AI budgets are increasing, but much of that spending is taken from other business areas. overlooking safety, security, compliance, and governance), and hastier. BloombergGPT outperforms larger models, and (unsurprisingly) the difference is largest for specialized in-domain categories like “Filings.”

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Generative AI Large Language Models AI AI 52

The MLOps Blog

OCTOBER 3, 2023

The monthly salary was more than I was spending in a year. Mikiko Bazeley: I think it comes down to understanding the different types of feature stores that are out there, and even understanding why a virtual feature store is maybe just a terrible name for what FeatureForm is category-wise; it’s not very descriptive.

ML 52

ML Data Scientist Machine Learning Data Science 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

He made arrangements for the governance of England in early 1067 before returning to Normandy. I think there is nothing.nnn—n**Categories:**nn- [Conversation (32)](./conversation/32.md)n After further military efforts, William was crowned king on Christmas Day, 1066, in London. Transcriber:** The EGRET instrument detects photons.nn

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Auto-complete Machine Learning ML Python 97

The MLOps Blog

MAY 9, 2023

They run scripts manually to preprocess their training data, rerun the deployment scripts, manually tune their models, and spend their working hours keeping previously developed models up to date. The demo takes less than an hour to complete, so you shouldn’t spend more than $3 following this demo. Implementing system governance.

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ML Machine Learning Metadata Automation 98

Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. Here are a couple of examples: Prompt Response What is the following article about?

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AI Developer AI Development Machine Learning Data Science 52

Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. Here are a couple of examples: Prompt Response What is the following article about?

AI Developer 52

AI Developer AI Development Machine Learning Data Science 52

Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. Here are a couple of examples: Prompt Response What is the following article about?

AI Developer 52

AI Developer AI Development Machine Learning Data Science 52

IBM Journey to AI blog

MARCH 20, 2024

According to an International Data Corporation (IDC) report (link resides outside ibm.com), worldwide spending on public cloud provider services will reach $1.35 Public cloud service models Today’s cloud providers offer hundreds of managed services and tools across four main categories. trillion in 2027. e-commerce flash sales).

DevOps 246

DevOps Big Data Artificial Intelligence Artificial Intelligence 246

Cold Takes

NOVEMBER 29, 2022

AI systems will be helpful and powerful, and lots of companies (and perhaps governments) will be racing to develop and deploy the most powerful systems possible before others do. As I’ll discuss in future pieces, it’s not obvious that we’ll have such methods.

AI 52

AI AI AI Developer AI Development 52

Snorkel AI

SEPTEMBER 12, 2023

The basic criteria we established was that in order to be under the CTO’s purview, a given issue has to meet one of three criteria: impact more than 1 trillion of US spending, impact at least 50 percent of the US population, or help a population that has no other recourse. But, if you take this job, where do you start? Healthcare, certainly.

Data Scientist 59

Data Scientist Data Science AI Strategy Large Language Models 59

Snorkel AI

SEPTEMBER 12, 2023

The basic criteria we established was that in order to be under the CTO’s purview, a given issue has to meet one of three criteria: impact more than 1 trillion of US spending, impact at least 50 percent of the US population, or help a population that has no other recourse. But, if you take this job, where do you start? Healthcare, certainly.

Data Scientist 59

Data Scientist Data Science AI Strategy Large Language Models 59

AWS Machine Learning Blog

JANUARY 13, 2023

Ensure the required isolation and control of sensitive data according to common governance standards. We also share how TR enabled monitoring and governance for ML models created across different business units with a single pane of glass. Secure and govern all capabilities as per TR’s enterprise standards. The challenges.

ML 75

ML Data Scientist Machine Learning Metadata 75

Flipboard

AUGUST 1, 2023

And the federal government is finally getting serious about AI. AI policy is still pretty virgin terrain in DC, and proposals from government leaders tend to be articulated with lots of jargon, usually involving invocations of broad ideas or requests for public input and additional study, rather than specific plans for action.

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Explainability Artificial Intelligence Artificial Intelligence AI 119

AI Impacts

MAY 14, 2024

Environmentalism in the Reagan Era In the wake of the New Deal, the Republican Party acquiesced to the government having a larger role in society than it had had before the Great Depression. 1 Republican presidents would sometimes support increased government spending and regulation. It is a monumental achievement.

Explainability 147

Explainability AI AI 147

AI Impacts

MAY 15, 2024

1 Over 70% of both parties, and both ideologies, supported more government spending on the environment in 1990. Then, over the next 20 years, Republicans’ support for environmental spending fell dramatically while Democrat support remained roughly constant. 15 EPA's Budget and Spending. Social Science Research 48.

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Categorization AI AI 147