Published on: 2025-05-11 19:12:32
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Weaponized large language models (LLMs) fine-tuned with offensive tradecraft are reshaping cyberattacks, forcing CISOs to rewrite their playbooks. They’ve proven capable of automating reconnaissance, impersonating identities and evading real-time detection, accelerating large-scale social engineering attacks. Models, including FraudGPT, GhostGPT and DarkGPT, retail for
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Find related items on AmazonPublished on: 2025-05-14 13:55:20
Disclaimer: The views and opinions expressed in this blog are entirely my own and do not necessarily reflect the views of my current or any previous employer. This blog may also contain links to other websites or resources. I am not responsible for the content on those external sites or any changes that may occur after the publication of my posts. End Disclaimer image credit: Not Studio Ghibli There is only one thing worse than being imitated, and that is not being imitated. - Coco Chanel A
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Find related items on AmazonPublished on: 2025-05-22 23:39:00
In context: The constant improvements AI companies have been making to their models might lead you to think we've finally figured out how large language models (LLMs) work. But nope – LLMs continue to be one of the least understood mass-market technologies ever. But Anthropic is attempting to change that with a new technique called circuit tracing, which has helped the company map out some of the inner workings of its Claude 3.5 Haiku model. Circuit tracing is a relatively new technique that le
Keywords: answer claude different llms model
Find related items on AmazonPublished on: 2025-05-21 06:22:29
Watch the program live on YouTube here! Chatbots based on large language models (LLMs), like ChatGPT, answer sophisticated questions, pass professional exams, analyze texts, generate everything from poems to computer programs, and more. But is there genuine understanding behind what LLMs can do? Do they really understand our world? Or, are they a triumph of mathematics and masses of data and calculations simulating true understanding? Join CHM, in partnership with IEEE Spectrum, for a fundamen
Keywords: ai debate ieee llms spectrum
Find related items on AmazonPublished on: 2025-05-29 22:14:51
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More A new framework called METASCALE enables large language models (LLMs) to dynamically adapt their reasoning mode at inference time. This framework addresses one of LLMs’ shortcomings, which is using the same reasoning strategy for all types of problems. Introduced in a paper by researchers at the University of California, Davis, the University of Southern California and
Keywords: llm llms meta metascale reasoning
Find related items on AmazonPublished on: 2025-06-17 10:30:00
Hill Street Studios/Getty Images It's increasingly difficult to avoid artificial technology (AI) as it becomes more commonplace. A prime example is Google searches showcasing AI responses. AI safety is more important than ever in this age of technological ubiquity. So as an AI user, how can you safely use generative AI (Gen AI)? Also: Here's why you should ignore 99% of AI tools - and which four I use every day Carnegie Mellon School of Computer Science assistant professors Maarten Sap and Sh
Keywords: ai data llms models responses
Find related items on AmazonPublished on: 2025-06-18 22:20:01
Getty Images/J Studios It's increasingly difficult to avoid artificial technology (AI) as it becomes more commonplace. A prime example is Google searches showcasing AI responses. AI safety is more important than ever in this age of technological ubiquity. So as an AI user, how can you safely use generative AI (Gen AI)? Also: Gemini might soon have access to your Google Search history - if you let it Carnegie Mellon School of Computer Science assistant professors Maarten Sap and Sherry Tongshu
Keywords: ai data llms models responses
Find related items on AmazonPublished on: 2025-06-23 06:02:02
Large Language Models (LLMs) are rapidly saturating existing benchmarks, necessitating new open-ended evaluations. We introduce the Factorio Learning Environment (FLE), based on the game of Factorio, that tests agents in long-term planning, program synthesis, and resource optimization. FLE provides open-ended and exponentially scaling challenges - from basic automation to complex factories processing millions of resource units per second. We provide two settings: Lab-play consisting of 24 stru
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Find related items on AmazonPublished on: 2025-06-25 11:37:55
Hang in there while we get back on track Hint: Try typing apples are great , apples.com , what are apples? , or slice apples into the input field below. Beyond Autocomplete: Introducing TypeLeap UI/UX Dynamic Interfaces that Anticipate Your Needs TLDR; TypeLeap UIs detect your intent as you type, not just predict words. Using LLMs, TypeLeap understands what you want to do and dynamically adapts the interface in real-time. Instead of passive text input, TypeLeap offers proactive, intent-dr
Keywords: intent llms suggestions ui user
Find related items on AmazonPublished on: 2025-06-23 20:40:00
Most generative AI models nowadays are autoregressive. That means they’re following the concept of next token prediction, and the transformer architecture is the current implementation that has been used for years now thanks to its computational efficiency. This is a rather simple concept that’s easy to understand - as long as you aren’t interested in the details - everything can be tokenized and fed into an autoregressive (AR) model. And by everything, I mean everything: text as you’d expect, b
Keywords: ar humans like llms models
Find related items on AmazonPublished on: 2025-06-28 10:35:00
Diffusion models are interesting I stumbled across this tweet a week or so back where this company called Inception Labs released a Diffusion LLM (dLLM). Instead of being autoregressive and predicting tokens left to right, here you start all at once and then gradually come up with sensible words simultaneously (start/finish/middle etc. all at once). Something which worked historically for image and video models is now outperforming similar-sized LLMs in code generation. The company also claims
Keywords: better dllms generated llm start
Find related items on AmazonPublished on: 2025-07-07 22:15:58
Hallucinations in code are the least dangerous form of LLM mistakes A surprisingly common complaint I see from developers who have tried using LLMs for code is that they encountered a hallucination—usually the LLM inventing a method or even a full software library that doesn’t exist—and it crashed their confidence in LLMs as a tool for writing code. How could anyone productively use these things if they invent methods that don’t exist? Hallucinations in code are the least harmful hallucination
Keywords: code hallucinations llm llms ve
Find related items on AmazonPublished on: 2025-07-13 23:00:00
Inception, a new Palo Alto-based company started by Stanford computer science professor Stefano Ermon, claims to have developed a novel AI model based on “diffusion” technology. Inception calls it a diffusion-based large language model, or a “DLM” for short. The generative AI models receiving the most attention now can be broadly divided into two types: Large Language Models (LLMs) and diffusion models. LLMs, built on the transformer architecture, are used for text generation. Meanwhile, diffus
Keywords: diffusion ermon inception llms models
Find related items on AmazonPublished on: 2025-07-14 03:01:13
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OctoTools, a new open-source agentic platform released by scientists at Stanford University, can turbocharge large language models (LLMs) for reasoning tasks by breaking down tasks into subunits and enhancing the models with tools. While tool use has already become an important application of LLMs, OctoTools makes these capabilities much more accessible by removing tech
Keywords: llms octotools reasoning tool tools
Find related items on AmazonPublished on: 2025-07-13 18:00:04
OpenAI researchers have admitted that even the most advanced AI models still are no match for human coders — even though CEO Sam Altman insists they will be able to beat "low-level" software engineers by the end of this year. In a new paper, the company's researchers found that even frontier models, or the most advanced and boundary-pushing AI systems, "are still unable to solve the majority" of coding tasks. The researchers used a newly-developed benchmark called SWE-Lancer, built on more tha
Keywords: ai llms models researchers tasks
Find related items on AmazonPublished on: 2025-07-11 16:12:17
This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: Example of how the jailbreaking approach works. Credit: Ding et al. Large language models (LLMs), such as the model underpinning the functioning of the conversational agent ChatGPT, are becoming increasingly widespread worldwide. As many people are now turning to LLM-based platforms to source information and write c
Keywords: indiana jailbreak li llms models
Find related items on AmazonPublished on: 2025-07-14 01:23:35
OpenAI researchers have admitted that even the most advanced AI models still are no match for human coders — even though CEO Sam Altman insists they will be able to beat "low-level" software engineers by the end of this year. In a new paper, the company's researchers found that even frontier models, or the most advanced and boundary-pushing AI systems, "are still unable to solve the majority" of coding tasks. The researchers used a newly-developed benchmark called SWE-Lancer, built on more tha
Keywords: ai llms models researchers tasks
Find related items on AmazonPublished on: 2025-07-12 03:01:11
Artificial intelligence (AI) is the simulation of human intelligence in machines, enabling systems to learn from data, recognize patterns, and make decisions. These decisions can include predicting outcomes, automating processes, and detecting anomalies. Large Language Models (LLMs) are specialized AI models designed to process, understand, and generate human-like text. Large Language Models (LLMs) are trained on diverse and extensive textual data. They are designed to understand language and a
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