AWS Machine Learning - AI

MARCH 18, 2025

Today, generative AI can help bridge this knowledge gap for nontechnical users to generate SQL queries by using a text-to-SQL application. This application allows users to ask questions in natural language and then generates a SQL query for the users request. The following diagram provides more details about embeddings.

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Artificial Inteligence Applications Generative AI Off-The-Shelf 110

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. But it’s also fraught with risk.

Insurance 83

Insurance Artificial Inteligence Data Open Source 83

Tenable

MARCH 28, 2025

1 - NIST categorizes attacks against AI systems, offers mitigations Organizations deploying artificial intelligence (AI) systems must be prepared to defend them against cyberattacks not a simple task. government this week published a report to help organizations identify, address and manage cyber risks faced by AI systems.

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AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains.

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Artificial Inteligence Training Off-The-Shelf Metrics 119

Openxcell

MARCH 24, 2025

AI is at the forefront of this transformation, driving advancements from early disease detection to robotic surgeries. AI is at the forefront of this transformation, driving advancements from early disease detection to robotic surgeries. Lets explore the factors shaping AIs financial footprint in the healthcare industry.

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AWS Machine Learning - AI

APRIL 16, 2024

In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them. They then use SQL to explore, analyze, visualize, and integrate data from various sources before using it in their ML training and inference.

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CIO

JULY 10, 2024

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. The company that invented the very idea of gen AI is having trouble teaching its chatbot it shouldn’t treat satirical Onion articles and Reddit trolls as sources of truth. It can be harmful if ingested.

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CIO

JANUARY 28, 2025

This quote sums up the need for companies to prioritize artificial intelligence (AI) initiatives and also captures the state of the AI race today. According to recent research by Boston Consulting Group : Only 4% of companies adopting AI have reaped significant value from the technology. Theres no avoiding it. Mark Cuban.

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Artificial Inteligence How To Transportation Metrics 181

CIO

MARCH 19, 2025

The next evolution of AI has arrived, and its agentic. AI agents are powered by the same AI systems as chatbots, but can take independent action, collaborate to achieve bigger objectives, and take over entire business workflows. Still, enterprises are already reporting success deploying AI agents for several use cases.

Software Review 215

Software Review Systems Review Technical Review Artificial Inteligence 215

CIO

OCTOBER 26, 2023

IT leaders are grappling with a critical question as they seek to deploy generative AI workloads today: Is it better for my business to run GenAI applications in the public cloud or on-premises? Strict data security and privacy mandates may govern if and how you work with AI services in the public cloud. And why not?

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Generative AI Cloud Artificial Inteligence Off-The-Shelf 212

AWS Machine Learning - AI

APRIL 4, 2025

However, these methods often result in LLMs expressing unintended behaviors such as making up facts (hallucinations), generating biased or toxic text, or simply not following user instructions. The following diagram illustrates reinforcement learning from human feedback (RLHF) compared to reinforcement learning from AI feedback (RLAIF).

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Artificial Inteligence Training Systems Review Software Review 106