Xebia

FEBRUARY 28, 2025

We spent time trying to get models into production but we are not able to. The time when Hardvard Business Review posted the Data Scientist to be the “Sexiest Job of the 21st Century” is more than a decade ago [1]. The term has gained in popularity since 2018 [3] [4] , when the Machine Learning had undergone massive growth.

Technical Review 182

Technical Review Weak Development Team Artificial Inteligence Machine Learning 182

AWS Machine Learning - AI

MARCH 4, 2025

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. This time efficiency translates to significant cost savings and optimized resource allocation in the review process.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. For more information on how to manage model access, see Access Amazon Bedrock foundation models. The Streamlit application will now display a button labeled Get LLM Response.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

TechCrunch

JANUARY 28, 2021

Levity , which has been operating in stealth (until now), is the latest no-code company to throw its wares into the ring, having picked up $1.7M Typical repetitive tasks that can be automated includes reviewing and categorizing documents, images, or text. This, of course, is where machine learning come into play. “We

Software Review 343

Software Review Tools Technical Review Artificial Inteligence 343

CIO

APRIL 23, 2025

Features like time-travel allow you to review historical data for audits or compliance. Modern AI models, particularly large language models, frequently require real-time data processing capabilities. A critical consideration emerges regarding enterprise AI platform implementation.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 77

Artificial Inteligence Training AWS Machine Learning 77

CIO

NOVEMBER 6, 2024

Artificial intelligence has moved from the research laboratory to the forefront of user interactions over the past two years. Whether summarizing notes or helping with coding, people in disparate organizations use gen AI to reduce the bind associated with repetitive tasks, and increase the time for value-acting activities.

Artificial Inteligence 200

Artificial Inteligence Technical Review Innovation Weak Development Team 200

AWS Machine Learning - AI

APRIL 21, 2025

In this blog post, we discuss how Prompt Optimization improves the performance of large language models (LLMs) for intelligent text processing task in Yuewen Group. Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts.

Artificial Inteligence 77

Artificial Inteligence Groups Applications Innovation 77

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

TechCrunch

AUGUST 19, 2023

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews.

Systems Review 246

Systems Review Software Review Artificial Inteligence Weak Development Team 246

Hacker Earth Developers Blog

APRIL 13, 2022

One of the most exciting and rapidly-growing fields in this evolution is Artificial Intelligence (AI) and Machine Learning (ML). Simply put, AI is the ability of a computer to learn and perform tasks that ordinarily require human intelligence, such as understanding natural language and recognizing objects in pictures.

Artificial Inteligence 299

Artificial Inteligence Artificial Intelligence Technical Review Machine Learning 299

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 103

Artificial Inteligence AWS Machine Learning Load Balancer 103

TechCrunch

OCTOBER 13, 2021

ML, or machine learning, is a big market today. In product terms, Weights & Biases plays in the “MLOps” space, or the machine learning operations market. According to Weights & Biases co-founder Lukas Biewald , the software world has a set of tools built for developers to write and deploy code well.

Software Review 246

Software Review Weak Development Team Software Artificial Inteligence 246

AWS Machine Learning - AI

APRIL 30, 2025

FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows. Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security.

Artificial Inteligence 95

Artificial Inteligence Technical Review Software Review Generative AI 95

TechCrunch

OCTOBER 19, 2021

Mage , developing an artificial intelligence tool for product developers to build and integrate AI into apps, brought in $6.3 Founder Tommy Dang started the company at the end of 2020 after working together to build internal low-code tools at Airbnb. COVID-19 is driving demand for low-code apps.

Artificial Inteligence 248

Artificial Inteligence Machine Learning Tools Technical Review 248

OTS Solutions

JUNE 3, 2022

At the heart of this shift are AI (Artificial Intelligence), ML (Machine Learning), IoT, and other cloud-based technologies. Because of the advancements in electronic device technology and software, video and audio appointments can be held on various internet-connected devices.

Healthcare 345

Healthcare Artificial Inteligence Trends Artificial Intelligence 345

CIO

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1]

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. The secondary LLM is used to evaluate the summaries on a large scale.

Media 117

Media Video Artificial Inteligence Generative AI 117

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. To address these challenges, a U.S.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

APRIL 16, 2025

Businesses are increasingly seeking domain-adapted and specialized foundation models (FMs) to meet specific needs in areas such as document summarization, industry-specific adaptations, and technical code generation and advisory. These models are tailored to perform specialized tasks within specific domains or micro-domains.

Artificial Inteligence 97

Artificial Inteligence Generative AI AWS Storage 97

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. Personalized care : Using machine learning, clinicians can tailor their care to individual patients by analyzing the specific needs and concerns of each patient.

AWS 112

AWS Artificial Inteligence Generative AI Machine Learning 112

TechCrunch

APRIL 19, 2023

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. “Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. ” Investors have been taking note, too. .

Open Source 246

Open Source Artificial Inteligence Development Data 246

AWS Machine Learning - AI

DECEMBER 11, 2024

This pipeline is illustrated in the following figure and consists of several key components: QA generation, multifaceted evaluation, and intelligent revision. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation. Sonnet in Amazon Bedrock.

Generative AI 90

Generative AI Artificial Inteligence Guidelines Education 90

The Crazy Programmer

NOVEMBER 6, 2021

hence, if you want to interpret and analyze big data using a fundamental understanding of machine learning and data structure. And implementing programming languages including C++, Java, and Python can be a fruitful career for you. Software Architect. AI or Artificial Intelligence Engineer.

Artificial Inteligence 290

Artificial Inteligence Blockchain Software Review Artificial Intelligence 290

CIO

DECEMBER 11, 2024

Digital transformation started creating a digital presence of everything we do in our lives, and artificial intelligence (AI) and machine learning (ML) advancements in the past decade dramatically altered the data landscape. Finally, it is important to emphasize the Engineering aspect of this pillar.

Data 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. The implementation of these new SMP features promises several advantages for customers working with LLMs.

Training 110

Training Artificial Inteligence AWS Machine Learning 110

CIO

NOVEMBER 27, 2024

For many organizations, preparing their data for AI is the first time they’ve looked at data in a cross-cutting way that shows the discrepancies between systems, says Eren Yahav, co-founder and CTO of AI coding assistant Tabnine. That requires curation and cleaning for hygiene and consistency, and it also requires a feedback loop.”

Data 211

Data Enterprise Weak Development Team Software Review 211

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. You can use the code referenced in this post to connect your agents to other MCP servers to address challenges for your business.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. After running your flow, choose Show trace to analyze the interaction.

Generative AI 121

Generative AI Artificial Inteligence Knowledge Base AWS 121

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. Among these, Amazon Nova foundation models (FMs) deliver frontier intelligence and industry-leading cost-performance, available exclusively on Amazon Bedrock.

Artificial Inteligence 84

Artificial Inteligence Performance Data Generative AI 84

CIO

MARCH 26, 2025

The combination of AI and search enables new levels of enterprise intelligence, with technologies such as natural language processing (NLP), machine learning (ML)-based relevancy, vector/semantic search, and large language models (LLMs) helping organizations finally unlock the value of unanalyzed data.

Artificial Inteligence 127

Artificial Inteligence Software Review Survey Systems Review 127

CIO

NOVEMBER 21, 2024

The G7 collection of nations has also proposed a voluntary AI code of conduct. China follows the EU, with additional focus on national security In March 2024 the Peoples Republic of China (PRC) published a draft Artificial Intelligence Law, and a translated version became available in early May.

Artificial Inteligence 180

Artificial Inteligence Technical Review Software Review Artificial Intelligence 180

TechCrunch

FEBRUARY 6, 2023

Magic, a startup developing a code-generating platform similar to GitHub’s Copilot , today announced that it raised $23 million in a Series A funding round led by Alphabet’s CapitalG with participation from Elad Gil, Nat Friedman and Amplify Partners. So what’s its story?

Software Review 245

Software Review Artificial Inteligence Technical Review Software Engineering 245

TechCrunch

MARCH 1, 2022

No-code and low-code development suites have so far been used mostly by marketers and analysts. Initially, no-code/low-code was primarily a way for non-technical builders to create (sometimes gimmicky) applications,” said Navin Chaddha, managing director at VC firm Mayfield. Raviraj Jain , partner, Lightspeed Ventures.

Software Review 231

Software Review Technical Review DevOps Applications 231