Large Language Models (LLMs) have gained recognition for their human-like response to user inquiries through reinforcement learning. However, aligning these models with human preferences can result in reward hacking, where LLMs exploit the reward model, attaining high rewards but not achieving the underlying objectives. This can result in performance degradation, checkpoint selection issues, biases, and…
Large language models (LLMs) like GPT and LLaMA have revolutionized natural language processing tasks. However, creating these models from scratch is a resource and energy-intensive process. Therefore, there is a growing interest in more cost-effective alternatives, and one such innovative approach is the fusion of pre-trained LLMs into a more efficient model, leveraging their collective…
In the world of AI-powered chatbots, ChatGPT has carved a niche for itself due to its dynamic human-like conversational abilities. But it, like any complex system, occasionally encounters errors. One of the most frequently encountered errors is the "ChatGPT network error." Though it can disrupt a vital conversation and cause frustration, with this comprehensive troubleshooting…
OpenAI's GPT-3, an artificial intelligence tool that shifted the paradigm of language tasks previously thought impossible for machines, has become a force to be reckoned with since its launch in 2020. With 175 billion parameters, GPT-3 is opening up unlimited potential for businesses in diverse sectors.
What sets GPT-3 apart is its capability to navigate and…
Artificial intelligence (AI) is evolving beyond chatbots and proving beneficial in performing intricate and autonomous tasks. However, their limited supervision raises concerns about safety and their potential to cause harm. A team composed of researchers from the Quebec AI Institute, Harvard University, the Cooperative AI Foundation, University of Cambridge, and other prominent institutions have identified…
The EU AI Act Summit 2024 is a critical event for AI stakeholders, occurring on February 6th, 2024 at the America Square Conference Centre, London. The summit revolves around the EU AI Act, a groundbreaking piece of legislation that establishes the first comprehensive international AI regulatory framework. The event aims to guide participants in understanding…
The social media platform, X, was recently riddled with explicit and counterfeit images of Taylor Swift, created using artificial intelligence (AI) technologies. This deluge of AI-generated counterfeit imagery has caused concern about the proliferation of artificial sexually explicit content online. This issue underscores the difficulty in controlling such content dissemination on the internet.
One such example…
Tensoic AI recently unveiled Kannada Llama (Kan-LLaMA), a new approach to overcome the constraints of language models (LLMs). This addresses unique features, processing resources, and obstructions to broader research community contributions. It underscores the need for open models, promoting innovation in natural language processing (NLP) and machine translation.
Despite significant achievements with models like META LAMA…
This article explores top alternatives to ChatGPT, an AI chatbot. Although there are numerous options, the following stand out:
1. GitHub Copilot: Best for coding, this software offers complete and secure code automation. It provides features like converting comments to code, vulnerability prevention, documentation assistance, and personalized learning. One noticeable highlight is its autocomplete feature, which…
Artificial Intelligence (AI) advancements, particularly in Large Language Models (LLMs), have shown significant progress in language production, expanding into sectors such as healthcare, finance, and education. However, these models' size development has also increased inference latency, forming a bottleneck in LLM inference and complicating their application in real-world scenarios.
Efforts to solve these limitations have included…
A study by think tank RAND has concluded that current Large Language Models (LLMs) do not significantly increase the threat of a biological attack by a non-state actor. This is a shift from an earlier report by the same researchers in October of the previous year, indicating that LLMs might assist in planning and executing…
In this week's AI news highlight, major technological advancements and intriguing applications were reported. Among them, Google unveiled Lumiere, its text-to-video model, and AlphaGeometry, an AI that excels at solving International Mathematical Olympiad geometry problems. Google also introduced generative AI features to its Chrome browser.
Significant announcements were also made by Facebook's Meta, which plans to…