Towards AI

SEPTEMBER 10, 2023

Last Updated on September 11, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

LLM 126

LLM Prompt Engineer Prompt Engineering Large Language Models 126

AI News

AUGUST 27, 2024

To ensure AI systems reflect local values and regulations, nations are increasingly pursuing sovereign AI strategies; developing AI utilising their own infrastructure, data, and expertise. Developers benefit from the ability to create sophisticated copilots, chatbots, and AI assistants.

Big Data 300

Big Data Large Language Models AI AI 300

Towards AI

JANUARY 20, 2025

Much of becoming a great LLM developer and building a great LLM product is about integrating advanced techniques and customization to help an LLM pipeline ultimately cross a threshold where the product is good enough for widescale adoption. Thats where the 8-Hour Generative AI Primer comes in.

LLM 104

LLM Large Language Models ChatGPT Software Development 104

Artificial Lawyer

OCTOBER 7, 2024

Dentons has done plenty with genAI already, such as developing one of the first internal LLM-based tools for general legal use, Fleet AI, but where is it now, and what is its strategy for this tech…

AI Strategy 108

AI Strategy LLM AI AI 108

Towards AI

SEPTEMBER 10, 2023

Last Updated on September 12, 2023 by Editorial Team Author(s): Aashish Nair Originally published on Towards AI. Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium.

LLM 111

LLM Prompt Engineer Prompt Engineering Large Language Models 111

IBM Journey to AI blog

SEPTEMBER 3, 2024

Hay argues that part of the problem is that the media often conflates gen AI with a narrower application of LLM-powered chatbots such as ChatGPT, which might indeed not be equipped to solve every problem that enterprises face. This is good news because the LLM is often the costliest piece of the value chain.

Generative AI 308

Generative AI LLM Large Language Models AI 308

TheSequence

DECEMBER 3, 2023

📝 Editorial: AWS’ Generative AI Strategy Starts to Take Shape and Looks a Lot Like Microsoft’s The AWS re:Invent conference has long been regarded as the premier event of the year for cloud computing. Bedrock has emerged as the cornerstone of AWS's generative AI strategy, now supporting Anthropic’s Claude 2.1

AI Strategy 110

AI Strategy Generative AI DevOps Data Quality 110

AI News

AUGUST 2, 2024

Will they be able to reclaim their positions at the top of the leaderboard, or has Google established a new standard for generative AI performance? Photo by Yuliya Strizhkina ) See also: Meta’s AI strategy: Building for tomorrow, not immediate profits Want to learn more about AI and big data from industry leaders?

Big Data 350

Big Data Chatbots OpenAI AI Strategy 350

Unite.AI

JANUARY 24, 2025

As Zscaler's first Chief AI Officer, how have you shaped the companys AI strategy, particularly in integrating AI with cybersecurity? Zscaler has made significant advancements in AI for cybersecurity, which set it apart from competitors.

Deep Learning 246

Deep Learning Generative AI AI AI 246

Topbots

AUGUST 7, 2023

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.

LLM 98

LLM Large Language Models ML Natural Language Processing 98

Unite.AI

JANUARY 3, 2025

At Planview, youve spearheaded the integration of advanced AI solutions across various business functions. Could you share how your role as Chief Data Scientist has influenced the companys AI strategy and the biggest challenges you've encountered along the way?

Data Scientist 130

Data Scientist Software Development Data Science Generative AI 130

AI News

SEPTEMBER 4, 2024

While these aspects are indeed important, the long-term cost of running and maintaining AI in production is a crucial factor that will determine the success of your AI strategy.

Large Language Models 311

Large Language Models Big Data AI AI 311

Unite.AI

OCTOBER 20, 2023

They can turn to partners for relevant domain and industry skills, such as data and AI strategy-setting and execution, paired with customer analytics, marketing technology, supply chain, and other capabilities.

Responsible AI 278

Responsible AI Generative AI AI AI 278

AWS Machine Learning Blog

JUNE 7, 2023

Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. Trained on 1 trillion tokens, TII Falcon LLM boasts top-notch performance while remaining incredibly cost-effective. 24xlarge instances, cumulating in 384 NVIDIA A100 GPUs.

LLM 98

LLM Machine Learning ML AI Research 98

TheSequence

DECEMBER 24, 2023

Created Using DALL-E Next Week in The Sequence: Edge 355: Our new series about LLM reasoning techniques presents a taxonomy for reasoning methods. While Microsoft, Amazon, NVIDIA, Google, and even Meta have unveiled clear playbooks for their generative AI strategies, the Cupertino giant seems to have dangerously fallen behind in this space.

LLM 122

LLM Large Language Models Generative AI AI Strategy 122

IBM Journey to AI blog

OCTOBER 25, 2023

Within watsonx Code Assistant, developers of all experience levels can phrase requests in plain language and get AI-generated recommendations, or generate code based on existing source code. also includes access to the StarCoder LLM, trained on openly licensed data from GitHub.

Generative AI 243

Generative AI Automation ESG AI 243

Towards AI

MAY 18, 2023

Last Updated on May 22, 2023 by Editorial Team Author(s): Matt Ambrogi Originally published on Towards AI.

Chatbots 98

Chatbots LLM Machine Learning AI Strategy 98

Unite.AI

FEBRUARY 12, 2024

Defining Open Source vs Closed Source LLMs Open source LLMs have publicly accessible model architectures, source code, and weight parameters. Architectural Transparency and Customizability Access to open source LLM internals unlocks customization opportunities simply not possible with closed source alternatives. Let’s dive in!

LLM 130

LLM Large Language Models OpenAI Natural Language Processing 130

Unite.AI

APRIL 30, 2024

With this, I’m also working on our global artificial intelligence (AI) strategy to inform this data access and utilization across the ecosystem. Right now, we can easily train a LLM to read through text in an incident report. If a patient passes away, for example, the LLM can seamlessly pick out that information.

LLM 144

LLM Large Language Models ML Artificial Intelligence 144

Unite.AI

MAY 20, 2024

Privacy and Accuracy are critical pillars of our AI strategy. To address these important elements of our AI strategy, we train our models via anonymized data in a secure and segmented environment. We also anonymize relevant queries prior to submitting them to the LLM.

Machine Learning 144

Machine Learning AI Strategy LLM Categorization 144

ODSC - Open Data Science

MARCH 31, 2025

Attendees will explore real-world coordination strategies and how agents can work collaboratively to solve tasks that require planning, negotiation, and dynamic decision-making. Attend ODSC East2025 ODSC East 2025 is the place to learn the latest in AI agent development, deployment, and evaluationfrom the people building the future.

Software Engineer 52

Software Engineer AI AI Large Language Models 52

Towards AI

JANUARY 24, 2024

Last Updated on January 25, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. 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.

Large Language Models 105

Large Language Models LLM AI AI 105

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. On a smaller scale, some organizations are reallocating gen AI budgets towards headcount savings, particularly in customer service.

Neural Network 256

Neural Network LLM Algorithm NLP 256

Marktechpost

JUNE 11, 2024

Apple made a significant announcement, strongly advocating for on-device AI through its newly introduced Apple Intelligence. This innovative approach emphasizes the integration of a ~3 billion parameter language model (LLM) on devices like Mac, iPhone, and iPad, leveraging fine-tuned LoRA adapters to perform specialized tasks.

AI Strategy 117

AI Strategy AI AI LLM 117

AWS Machine Learning Blog

SEPTEMBER 12, 2024

It’s developed by BAAI and is designed to enhance retrieval capabilities within large language models (LLMs). The model supports three retrieval methods: Dense retrieval (BGE-M3) Lexical retrieval (LLM Embedder) Multi-vector retrieval (BGE Embedding Reranker). The LLM processes the request and generates an appropriate response.

LLM 125

LLM Generative AI Metadata Python 125

AWS Machine Learning Blog

JULY 9, 2024

Limitations of LLM evaluations It is a common practice to use standardized tests, such as Massive Multitask Language Understanding (MMLU, a test consisting of multiple-choice questions that cover 57 disciplines like math, philosophy, and medicine) and HumanEval (testing code generation), to evaluate LLMs.

Generative AI 121

Generative AI LLM Machine Learning AI 121

AWS Machine Learning Blog

MARCH 28, 2024

This technique provides targeted yet broad-ranging search capabilities, furnishing the LLM with a wider perspective. It tackles the issue of information overload and irrelevant data processing head-on, leading to improved response quality, more cost-effective LLM operations, and a smoother overall retrieval process.

LLM 129

LLM Auto-complete Auto-classification Generative AI 129

AWS Machine Learning Blog

AUGUST 26, 2024

Solution overview This illustrates our approach to implementing generative AI capabilities across the sales and customer lifecycle. It’s built on diverse data sources and a robust infrastructure layer for data retrieval, prompting, and LLM management. Role context – Start each prompt with a clear role definition.

Generative AI 118

Generative AI LLM AI AI 118

TheSequence

MAY 12, 2024

Edge 396: With all the noise about Apple’s AI strategy, we dive into some of their recent research in Ferret-UI. Prometheus 2 Researchers from several labs such as Carnegie Mellon University and Allen AI published a paper proposing Prometheus 2, an LLM specialized in evaluating other LLMs.

AI Strategy 116

AI Strategy Software Engineer Computer Vision AI 116

Unite.AI

JUNE 14, 2024

Over the course of his career, Erik has been at the forefront of integrating building large-scale platforms and integrating AI into search technologies, significantly enhancing user interaction and information accessibility. Erik's professional journey is marked by his dedication to innovation and his belief in the power of collaboration.

Large Language Models 130

Large Language Models Generative AI AI Tools AI 130

Unite.AI

FEBRUARY 15, 2024

This collaboration is crucial for aligning our AI strategy with the specific needs of our customers, which are constantly evolving. Given the rapid pace of advancements in AI, I dedicate a substantial amount of time to staying abreast of the latest developments and trends in the field.

AI Researcher 157

AI Researcher AI Research Machine Learning Algorithm 157

IBM Journey to AI blog

AUGUST 12, 2024

By leveraging LLMs, institutions can automate the analysis of complex datasets, generate insights for decision-making, and enhance the accuracy and speed of compliance-related tasks. These use cases demonstrate the potential of AI to transform financial services, driving efficiency and innovation across the sector.

Automation 159

Automation Generative AI AI AI 159

Topbots

MARCH 21, 2025

But new work in 2025 introduces backtracking a classic AI strategy now adapted to LLMs. from Tencent AI Lab identified an underthinking issue in o1-style models: they jump between ideas instead of sticking with a line of reasoning. Wang et al. Why does this matter?

OpenAI 40

OpenAI Prompt Engineer Prompt Engineering AI 40

AWS Machine Learning Blog

FEBRUARY 26, 2025

To keep a watchful eye on their systems performance, Pattern employs LLM observability techniques. They monitor AI model performance and behavior, enabling continuous system optimization and making sure that Content Brief is operating at peak efficiency.

Natural Language Processing 64

Natural Language Processing Prompt Engineer Prompt Engineering AI 64

AWS Machine Learning Blog

MAY 17, 2024

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can deploy any of the selected models on SageMaker with the following code.

LLM 119

LLM Python Machine Learning Algorithm 119

Unite.AI

OCTOBER 17, 2024

AI wasn't as powerful in the '90s, so I used a multi-agent system to tackle understanding and mapping of natural language commands to actions. Each agent represented a small subset of the domain of discourse, so the AI in each agent had a simple environment to master.

AI 130

AI AI Artificial Intelligence Artificial Intelligence 130

Unite.AI

DECEMBER 10, 2024

How does DISCO address the skepticism surrounding AI, particularly concerns about hallucinations and inaccuracies in legal tech applications? At the core of DISCOs AI strategy is a commitment to transparency, and ensuring that lawyers are empowered to leverage the technology in a safe and responsible way.

Categorization 144

Categorization Generative AI Large Language Models Automation 144