IBM Journey to AI blog

APRIL 22, 2024

One of the key challenges they face is the lack of reliable data and insights, according to an IBM survey of business leaders. For example, the supermarket chain Salling Group to balance their electricity consumption in relation to the supply of renewable power sources in the grid.

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Data Science Dojo

JANUARY 18, 2023

Fintech trends for 2023 not only reveal the path forward for companies big and small but rather, they also show us how changing circumstances in 2022 call for innovative solutions. This includes safe and reliable transactions but also user security. In this blog, let’s see what the future holds for fintech trends in 2023.

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ML @ CMU

DECEMBER 1, 2023

Alexander Goldberg , Ivan Stelmakh, Kyunghyun Cho, Alice Oh, Alekh Agarwal, Danielle Belgrave, and Nihar Shah Is it possible to reliably evaluate the quality of peer reviews? The ability to reliably assess the quality of reviews can help design such incentive mechanisms. (ii)

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Dataconomy

JUNE 13, 2023

We aim to help navigate the vast digital seascape to find reliable and accessible options to fill the void that the “Soap2day closed” situation might leave behind. It invests heavily in original programming, producing award-winning shows and films that have garnered international acclaim. WAIT SOAP2DAY IS SHUTTTING DOWN?

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Data Science Dojo

SEPTEMBER 15, 2023

However, this assertion was contradicted by NASA’s records, which showed that the first exoplanet images were obtained in 2004, while the James Webb Space Telescope launched in 2021. Generation method: Training and generation methods, even with consistent and reliable data, can contribute to hallucinations.

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IBM Journey to AI blog

FEBRUARY 29, 2024

As more countries, companies and individuals seek energy sources beyond fossil fuels, interest in renewable energy continues to rise. In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. Biomass is sometimes considered a source of renewable energy. trillion in 2023.

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IBM Journey to AI blog

FEBRUARY 2, 2024

Anyone working with data has likely encountered scenarios where a data source undergoes schema changes, such as adding or removing columns. Service level agreement (SLA) impact: Databand shows data lineage and identifies downstream data pipelines affected by a data pipeline failure.

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Towards AI

JULY 22, 2023

While scraping enabled models to get where they are, cleanly sourced data is going to become more and important As I wrapped up the research for this piece and was about to start writing, OpenAI had a perfect announcement to go with it — they are temporarily disabling the “Browse with Bing” feature on ChatGPT.

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Towards AI

JANUARY 11, 2024

Nonetheless, hallucinations are still occurring, sometimes in unexpected ways, and it is still a significant challenge to trace the source of these anomalies. So, the continual improvement of LLMs through methods like pruning may be required to ensure that their outputs are relevant, accurate, and grounded in the source material.

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Cambridge Intelligence

JANUARY 30, 2023

Our latest demo shows how KronoGraph 2.0, our time-based visual analytics toolkit , can support a reliable management tool with supply chain network visualization at its heart. Healthcare & pharmaceuticals Every organization needs a fast, reliable and secure supply chain. coli outbreak.

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Pickl AI

OCTOBER 10, 2023

Data Observability is the ability to monitor and understand data in real-time, ensuring its reliability, accuracy, and availability. 5 Pillars of Data Observability It is a critical aspect of modern data management that ensures data remains transparent, reliable, and trustworthy in real time.

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Towards AI

JANUARY 24, 2024

What happened this week in AI by Louie This week, Meta’s AI strategy was in focus, with Mark Zuckerberg boasting of Meta’s GPU hoard and outlining his open-source-focused AI vision. Meta’s latest smart glasses are showing early traction, but full-fledged mass adoption of AR glasses still feels further out. Why should you care?

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Pickl AI

OCTOBER 11, 2023

It is the practice of monitoring, tracking, and ensuring data quality, reliability, and performance as it moves through an organization’s data pipelines and systems. Data Quality Data Quality , on the other hand, is a broader concept that encompasses data accuracy, completeness, consistency, and reliability.

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IBM Data Science in Practice

APRIL 26, 2024

Users can fine-tune filtering criteria, incorporate additional data sources, or adjust analysis parameters on-the-fly, responding effectively to evolving research questions or business needs. By running data quality rules directly on SQL assets, they efficiently identify and address data discrepancies, ensuring data integrity and reliability.

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AWS Machine Learning Blog

APRIL 29, 2024

In this post, we show you how efficient we make our continual pre-training by using Trainium chips. We set up our ParallelCluster infrastructure as shown in the following diagram ( source ). The following figure shows the perplexity of the baseline Llama 2 7B checkpoint vs. its CPT-enhanced checkpoint on the PMC test dataset.

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Towards AI

SEPTEMBER 28, 2023

Here is an example, GPT knows a lot about popular TV shows or other works of fiction but doesn’t know the details (like all the scenes or episodes). Understanding The Basics First, it’s vital to grasp the data sources GPT relies upon. Request Confirmation: Ask GPT to provide sources or admit when it’s unsure.

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AWS Machine Learning Blog

OCTOBER 26, 2023

Drupal has a great feature set, like straightforward content authoring, reliable performance, and security. One of the key requirements for many customers using Drupal is the ability to easily and securely find accurate information across all the documents in the data source. Choose Add data source. Choose Next. Choose Next.

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Data Science Dojo

FEBRUARY 14, 2024

In the world of data science and machine learning, feature transformation plays a crucial role in achieving accurate and reliable results. The figure below shows a quick representation of feature scaling techniques that we will discuss in this blog.

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Data Science Dojo

APRIL 6, 2023

MySQL – MySQL is an open-source RDBMS that is widely used for web-based applications. It is known for its high performance, reliability, and ease of use. PostgreSQL – PostgreSQL is an open-source RDBMS known for its advanced features, such as support for complex data types, concurrency control, and full-text search.

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Becoming Human

MAY 8, 2024

Various industries, including automotive and healthcare, increasingly prioritize deploying responsive and reliable voice-operated systems. Data Quality and Reliability Maintaining the integrity and excellence of voice data is key to developing precise machine-learning models.

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AWS Machine Learning Blog

MARCH 4, 2024

This lets businesses build generative AI applications integrating diverse multimedia sources and solving truly cross-domain problems. Claude 3 Opus shows an estimated 2x gain in accuracy over Claude 2.1 The Claude 3 family sets a new standard for reliable generative AI output.

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IBM Journey to AI blog

SEPTEMBER 21, 2023

During TechXchange , IBM’s premier technical learning event in Las Vegas last week, IBM Partner Plus members including our Strategic Partners, resellers, software vendors, distributors and service partners showed up in full force, joining us on stage to share how they are embracing watsonx , our enterprise-ready AI and data platform.

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DrivenData Labs

APRIL 3, 2023

Our favorite responses were the ones in the style of TV show character Ted Lasso and Great British Bake Off judge Paul Hollywood. To see the source code for April's demo, you can inspect the HTML source of the demo's web page. You can use the "I don't like the feedback I'm getting" button to switch April to another persona.

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AWS Machine Learning Blog

JANUARY 12, 2023

This is guest post by Andy Whittle, Principal Platform Engineer – Application & Reliability Frameworks at The Very Group. Logs are sourced across the many business processes, including ordering, returns, and Financial Services. Another source is AWS Lambda logs that are pulled into Kinesis and then pulled into Logstash.

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Hacker News

AUGUST 3, 2023

This piece should be helpful to anyone who wants a better understanding of LLMs and the challenges in making them safe and reliable. It may accurately mirror the distribution of internet text and thus be able to replicate (“parrot”) the multitude of available tones, personas, sources, and voices seen in its training data.

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Flipboard

MAY 10, 2023

The app showed millions of people the immense capabilities of generative AI, how it can do everything from write original poetry to churn out working lines of code, all in a matter of seconds. Justin Sullivan/Getty Images Get ready for Google AI in all your apps. But it also presents major risks.

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Flipboard

FEBRUARY 6, 2023

“Early releases will need human supervision, but our ultimate aim is for AI to complete large tasks reliably for you, end-to-end, without babysitting,” Steinberger added. But absent a demo, we have only his word to go on. “This raises the bar for new entrants like us.”

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NYU Center for Data Science

AUGUST 21, 2023

Trained on an incredibly vast amount of language gleaned from various internet sources, the chatbot has produced a steady stream of conversations, essays, and even books, that are often indistinguishable from human writing. While some have attributed the model’s achievements to the ability to reason, others disagree.

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Cambridge Intelligence

MAY 7, 2024

But to run a successful AI-led supply chain, you need clear and reliable data insights. It’s almost impossible to get assurance of the safety and security measures implemented by AI vendors and open-source models. They also use AI tools to dynamically route and source goods. Their global Supply Chain 3.0

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AWS Machine Learning Blog

JULY 3, 2023

There’s a need to find a scalable, reliable, and cost-effective solution to translate documents while retaining the original document formatting. PDF Translate – An open-source library written in Java and published on AWS Samples in GitHub. It also uses the open-source Java library Apache PDFBox to create PDF documents.

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IBM Journey to AI blog

DECEMBER 18, 2023

One of the largest sources of data is all around us—that is, geospatial data. A technical-based solution built by the Plan21 Foundation and IBM shows how insights from a variety of sources, including weather and agronomic data, helps farmers better adapt to climate change. Read more about the initiative here.

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Smart Data Collective

JULY 19, 2021

Get reliable big data. The first thing to do is to gather your big data from reliable sources. In other cases, it requires some research from you to find and use sources of big data. If the latter is your case, you must get your data sets from a reliable source.

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Smart Data Collective

NOVEMBER 7, 2022

Gartner conducted a survey of nearly 270 tech company leaders, which showed that cloud technology was the biggest investment for innovation in 2021. It is a reliable and cost-effective way to distribute users across Internet applications. It provides high, reliable performance and scalability. High Performance and Reliability.

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IBM Journey to AI blog

JANUARY 3, 2024

Empower domain experts to curate and maintain trusted sources of data that are used to train models. These trusted sources of data can offer content grounding for products that use large language models (LLMs) to provide variations on language for answers that come directly from a trusted source (like an ontology or semantic search).

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ODSC - Open Data Science

MAY 29, 2023

Turning your Data/AI algorithms into full web apps in no time with Taipy Alexandre Sajus | Co-Founder | Taipy Florian Jacta Customer Success Manager | Taipy In the Python open-source ecosystem, many packages are available that cater to the building of great algorithms and the visualization of data. You read that right.

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Dataconomy

SEPTEMBER 15, 2023

Today, we will show you everything you need to know about it: features, explanation, pricing, and more! Topic Research with HyperChat: HyperWrite AI’s topic research leverages the power of HyperChat, providing suggestions for credible sources and summarizing relevant articles. Meet HyperWrite AI!

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ODSC - Open Data Science

JUNE 14, 2023

Real-life interactions with ChatGPT showed some users had to challenge the chatbot on incorrect information before it admitted mistakes. Sometimes, the chatbot cites nonexistent studies or other sources, too. Additionally, as the March bug showed, data leaks can happen.

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