by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Research / Stats
Few-shot learning has emerged as a crucial area of research in machine learning, aiming to develop algorithms that can learn from limited labeled examples. This capability is essential for many real-world applications where data is scarce, expensive, or time-consuming...
by Greggory Elias | Aug 19, 2024 | Generative AI, LLMs / NLP, Newsletter
Stat of the Week: 72% of surveyed organizations have adopted AI in 2024, a significant jump from around 50% in previous years. (McKinsey) Meta’s recent release of Llama 3.1 has sent ripples through the enterprise world. This latest iteration of the Llama models...
by Greggory Elias | Aug 19, 2024 | Enterprise AI, Generative AI, LLM Integration
Stat of the Week: Using smaller LLMs like GPT-J in a cascade can reduce overall cost by 80% while improving accuracy by 1.5% compared to GPT-4. (Dataiku) As organizations increasingly rely on large language models (LLMs) for various applications, the operational costs...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As organizations increasingly rely on large language models (LLMs) for various applications, from customer service chatbots to content generation, the challenge of LLM cost management has come to the forefront. The operational costs associated with deploying and...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, LLM Integration
For enterprise AI strategies, understanding large language model (LLM) pricing structures is crucial for effective cost management. The operational costs associated with LLMs can quickly escalate without proper oversight, potentially leading to unexpected cost spikes...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, Generative AI, LLMs / NLP
Meta has recently announced Llama 3.1, its most advanced open-source large language model (LLM) to date. This release marks a significant milestone in the democratization of AI technology, potentially bridging the gap between open-source and proprietary models. Llama...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, LLM Integration, Project Management
Meta’s recent release of Llama 3.1 has sent ripples through the enterprise world. This latest iteration of the Llama models represents a significant leap forward in the realm of large language models (LLMs), offering a blend of performance and accessibility that...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, LLM Integration
The landscape of large language models (LLMs) has become a battleground between open-weight models like Meta’s Llama 3.1 and proprietary offerings from tech giants like OpenAI. As enterprises navigate this complex terrain, the decision between adopting an open...
by Greggory Elias | Aug 4, 2024 | Enterprise AI, LLM Integration
Meta’s Llama 3.1 has emerged as an impressive LLM option, offering a unique blend of performance, flexibility, and cost-effectiveness. As enterprises navigate the complex world of AI implementation, Llama 3.1 presents compelling reasons for serious...
by Greggory Elias | Aug 3, 2024 | Advertising & Marketing, Newsletter
Stat of the Week: In May 2024, Perplexity AI received 67.42 million visits with an average session duration of 10 minutes 51 seconds. Traffic increased by 20.71% compared to April. (Semrush) In digital marketing, staying ahead is crucial. As online research evolves,...
by Greggory Elias | Aug 2, 2024 | Uncategorized
In this article, we are going to break down an important research paper that addresses one of the most pressing challenges facing large language models (LLMs): hallucinations. The paper, titled “ChainPoll: A High Efficacy Method for LLM Hallucination...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
Large language models (LLMs) are transforming enterprise applications, offering unprecedented capabilities in natural language processing and generation. However, before your enterprise jumps on the LLM bandwagon, there’s a critical challenge you need to...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As large language models (LLMs) continue to disrupt nearly every field and industry, they bring with them a unique challenge: hallucinations. These AI-generated inaccuracies pose a significant risk to the reliability and trustworthiness of LLM outputs. What are LLM...
by Greggory Elias | Aug 2, 2024 | Agents, Enterprise AI, Project Management
AI agents are autonomous software entities designed to perform complex tasks and make decisions with minimal human intervention. As enterprises increasingly recognize the potential of these intelligent systems, the demand for robust platforms capable of building AI...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As AI agents become increasingly prevalent in enterprise solutions, the management of Large Language Model (LLM) costs has emerged as a critical concern for developers and businesses alike. LLMs, while powerful, can be expensive to operate, especially at scale. The...
by Greggory Elias | Aug 2, 2024 | Enterprise AI, Generative AI, LLMs / NLP
As AI agents grow in sophistication, developers face significant challenges in ensuring their reliability, performance, and cost-effectiveness. The development and monitoring of AI agents present unique hurdles, including: Managing the intricacies of multi-agent...
by Greggory Elias | Jul 12, 2024 | Advertising & Marketing, Enterprise AI, Generative AI
Staying ahead of the curve is a necessity in digital marketing. As the landscape of online research continues to evolve, marketers are constantly seeking more efficient and effective ways to gather insights, generate ideas, and make data-driven decisions. Perplexity...
by Greggory Elias | Jul 12, 2024 | Enterprise AI, Generative AI, Project Management
Perplexity AI has emerged as a disruptive force in the search engine market. This innovative AI-powered answer engine promises to revolutionize how we access and interact with online content. However, recent controversies have thrust Perplexity into the spotlight,... 
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