News/AI Models
What to know about the upcoming Google Gemini 2 update
Upcoming AI breakthrough: Google is poised to unveil Gemini 2, the next iteration of its artificial intelligence models, marking a significant advancement in the field of AI technology. The announcement is expected in early December, signaling a major update to Google's AI capabilities. This release represents a more substantial evolution compared to the Gemini 1.5 versions introduced in May. While The Verge reports that the new model may not meet Google's initial power expectations, it still promises notable improvements. Anticipated features and capabilities: Gemini 2 is set to introduce a range of enhancements and new functionalities, potentially revolutionizing the way...
read Oct 30, 2024AI models can learn to spot their own errors, study reveals
A breakthrough in AI self-awareness: Researchers from Technion, Google Research, and Apple have unveiled groundbreaking findings on large language models' (LLMs) ability to recognize their own mistakes, potentially paving the way for more reliable AI systems. The study's innovative approach: Unlike previous research that focused solely on final outputs, this study delved deeper into the inner workings of LLMs by analyzing "exact answer tokens" - specific response elements that, if altered, would change the correctness of the answer. The researchers adopted a broad definition of hallucinations, encompassing all types of errors produced by LLMs, including factual inaccuracies, biases, and common-sense...
read Oct 29, 2024AI model Claude was given access to Minecraft and it decided to build a mansion
AI's unexpected architectural prowess: Anthropic's Claude 3.5 (Sonnet) AI model has demonstrated an impressive ability to design and construct a complex mansion within the popular video game Minecraft, despite lacking specific training in this area. The experiment, conducted by X user Adonis Singh, utilized the Mindcraft project, which enables language models to interact with Minecraft through text commands. Claude 3.5 incorporated architectural elements such as domes, arches, lighting, color contrast, and symmetry in its mansion design. While the aesthetics of the AI-generated mansion may be debatable, it undeniably resembles a substantial residential structure. Technical implementation: The process of enabling Claude...
read Oct 29, 2024An enigmatic new AI image tool called Red Panda has suddenly gotten very popular
AI image generation breakthrough: A new AI model called Red Panda has suddenly emerged, dominating the Artificial Analysis Image Arena leaderboards and sparking speculation about its origins and capabilities. The Artificial Analysis Image Arena explained: This platform serves as a public testing ground for AI image tools, allowing users to vote on side-by-side comparisons of images generated by different models. The arena typically features established players like Flux.1, Midjourney, Ideogram, and StableDiffusion. Images are generated through text prompts, and voting is anonymous to eliminate bias. The leaderboard is continuously updated based on user votes, providing real-time performance metrics. Red Panda's...
read Oct 29, 2024Universal Music partners with Klay Vision on new ‘Large Music Model’
AI and music industry collaboration: Universal Music Group (UMG) has entered into a partnership with Klay Vision to develop an "ethical" foundational model for AI music generation, marking a significant step in the intersection of artificial intelligence and the music industry. UMG and Klay Vision are working on a "Large Music Model" called KLayMM, which is expected to launch as a product within months. Klay Vision's founder and CEO, Ary Attie, expressed ambitious goals, stating that "the next Beatles will play with KLAY." The partnership aims to create AI music models that respect copyright and name and likeness rights, addressing...
read Oct 29, 2024Open-source AI training data must be disclosed under new OSI rules
AI openness redefined: New standards challenge tech giants: The Open Source Initiative (OSI) has released its official definition of "open" artificial intelligence, setting new criteria that could reshape the landscape of AI development and accessibility. OSI's definition requires AI systems to provide access to training data details, complete code for building and running the AI, and the settings and weights from the training process. This new standard directly challenges some widely promoted open-source AI models, including Meta's Llama, which falls short of meeting these criteria. The definition aims to bring transparency and reproducibility to AI systems, aligning them with long-standing...
read Oct 29, 2024Are AI hallucinations good for creativity?
The AI hallucination and creativity conundrum: The relationship between AI hallucinations and AI creativity is sparking debate in the tech world, as efforts to eliminate false outputs could potentially stifle innovative capabilities. Understanding AI hallucinations: AI hallucinations refer to false or inaccurate information generated by artificial intelligence systems, often resulting from overgeneralization or mismatched contexts. These errors typically occur due to flaws in the AI's pattern matching processes or probabilistic word selection mechanisms. AI hallucinations pose significant challenges for developers and users, as they can lead to the spread of misinformation or unreliable outputs. The nature of AI creativity: AI...
read Oct 29, 2024You could win $25,000 on Kaggle for testing AI model Gemini’s limits
Gemini 1.5 Challenge: Google's AI Model Put to the Test: Google's latest AI model, Gemini 1.5, is at the center of a new competition on Kaggle that aims to explore its expanded capabilities and potentially reward innovative applications with substantial cash prizes. Competition details and objectives: Kaggle, a platform for data science competitions, has launched a contest challenging participants to creatively stress test Gemini 1.5's improved context window. The competition seeks to find the most innovative use cases that leverage Gemini 1.5's ability to process and remember larger amounts of information at once. Participants have the opportunity to win one...
read Oct 28, 2024How AI is being used to build better AI
The quest for self-improving AI: Recent research efforts have shown moderate success in developing artificial intelligence systems capable of enhancing themselves or designing improved successors, sparking both excitement and concern in the tech community. The concept of self-improving AI dates back to 1965 when British mathematician I.J. Good wrote about an "intelligence explosion" leading to an "ultraintelligent machine." More recently, AI thinkers like Eliezer Yudkowsky and Sam Altman have discussed the potential for "Seed AI" designed for self-modification and recursive self-improvement. While the idea is conceptually simple, implementing it has proven challenging, with most current efforts focusing on using language...
read Oct 28, 2024Microsoft gears up for OpenAI’s new model amid partnership tension
OpenAI's next frontier: Microsoft is gearing up to host OpenAI's upcoming model, Orion, amid reports of growing tension between the two AI powerhouses. Orion, OpenAI's next-generation AI model, is slated for release by the end of the year, according to exclusive information. Microsoft engineers have been actively preparing to host the Orion model in recent weeks, despite being kept in the dark about specific details to maintain secrecy. The tech giant has declined to comment on the matter, further fueling speculation about the nature of the preparations and the model itself. Behind the scenes: The preparations for Orion's launch are...
read Oct 28, 2024Cohere unveils new AI models to tackle global language barriers
Cohere expands multilingual AI capabilities: Cohere has launched two new open-weight models, Aya Expanse 8B and 35B, as part of its Aya project aimed at bridging the global language divide in foundation models. Key advancements in multilingual AI: The Aya Expanse models expand performance advancements in 23 languages, building on the success of the previously released Aya 101 large language model. The 8B parameter model makes breakthroughs more accessible to researchers worldwide, while the 35B parameter model provides state-of-the-art multilingual capabilities. Both models are now available on Hugging Face, a popular platform for sharing and accessing AI models. Technical innovations...
read Oct 28, 2024AI set to transform pharmaceutical industry, Nvidia predicts
AI's potential to transform drug discovery: Nvidia CEO Jensen Huang predicts that artificial intelligence will revolutionize the pharmaceutical industry, particularly in the realm of drug discovery and development. Nvidia has unveiled a pilot project with Danish drugmaker Novo Nordisk, utilizing an AI-powered supercomputer to train models for vaccine design and disease mutation analysis. Machine learning's potential in pharma includes rapidly scanning millions of possibilities to assess drug effectiveness for different diseases, potentially replacing months of lab work. A notable breakthrough in the field is Google DeepMind's AlphaFold software, which predicts molecular structures and interactions, earning its inventors the Nobel Prize...
read Oct 28, 2024OpenAI denies GPT-5 Orion rumors as ‘fake news’
Breaking news in AI: OpenAI CEO disputes claims of imminent GPT-5 release: Sam Altman, CEO of OpenAI, has publicly refuted a recent report suggesting the company plans to launch a new AI model, potentially GPT-5, by the end of this year. The disputed report: The Verge published an article claiming that OpenAI is preparing to release a new AI model codenamed "Orion" as early as December 2024. The report suggested that Orion would initially be made available to select companies for product and feature development. It also claimed that Microsoft engineers were already preparing to host Orion on Azure as...
read Oct 28, 2024AI models are fooled by common scams, study reveals
AI models vulnerable to scams: Recent research reveals that large language models (LLMs) powering popular chatbots are susceptible to the same scam techniques that deceive humans. Researchers from JP Morgan AI Research, led by Udari Madhushani Sehwag, conducted a study exposing three prominent LLMs to various scam scenarios. The models tested included OpenAI's GPT-3.5 and GPT-4, as well as Meta's Llama 2, which are behind widely-used chatbot applications. The study involved presenting 37 different scam scenarios to these AI models to assess their responses and vulnerability. Scam scenarios tested: The research team employed a diverse range of fraudulent situations to...
read Oct 28, 2024Why open-source development is crucial for the future of AI
Open Source AI: Driving Innovation Beyond the Headlines: The open-source movement is quietly revolutionizing the AI landscape, providing accessible tools and technologies for individuals and smaller organizations outside the realm of big tech companies. Open-source software is free to use, modify, and share, encouraging collaboration and continuous improvement without restrictions on usage. The concept dates back to the 1950s and has been instrumental in developing critical technologies like the Internet and World Wide Web. Stable Diffusion: A Prime Example of Open-Source AI Success: Since its launch in 2022, Stable Diffusion has become a cornerstone of open-source AI image generation technology....
read Oct 28, 2024Google, OpenAI to unveil next-gen AI models very soon
AI race intensifies with imminent model releases: Google and OpenAI are gearing up for a competitive December, with both companies planning to unveil their latest AI models. Google is set to announce its next major Gemini 2.0 model in December, according to sources familiar with the plan. OpenAI is also eyeing a December debut for its next flagship AI model, as reported by Kylie Robison and Tom Warren. The timing of these releases indicates a continued pattern of the two companies attempting to outdo each other in the AI space. Broader competitive landscape: The AI race extends beyond just Google...
read Oct 26, 2024Meta releases ‘quantized models’ to efficiently run AI on mobile devices
Quantized Llama models: A leap forward in mobile AI: Meta has released lightweight quantized versions of their Llama 3.2 1B and 3B language models, designed to run efficiently on popular mobile devices while maintaining high performance and accuracy. Key advancements in model efficiency: The quantized models achieve a 2-4x speedup compared to their original counterparts. Model size has been reduced by an average of 56%. Memory usage has decreased by an average of 41%. These improvements enable on-device AI capabilities with enhanced privacy and speed. Quantization techniques employed: Quantization-Aware Training with LoRA adaptors (QLoRA): This method prioritizes accuracy by simulating...
read Oct 26, 2024OpenAI will reportedly release a new AI model called Orion in December
A new frontier in AI: OpenAI is preparing to launch its next major AI model, codenamed Orion, by December 2024, marking a significant milestone in the company's journey towards more advanced artificial intelligence. The release of Orion is expected to coincide with the two-year anniversary of ChatGPT, OpenAI's groundbreaking language model that sparked widespread interest in generative AI. Unlike previous releases, Orion will not be immediately available through ChatGPT, instead being granted first to OpenAI's close corporate partners for product and feature development. Microsoft, OpenAI's primary partner for AI model deployment, is reportedly preparing to host Orion on its Azure...
read Oct 26, 2024MIT researchers are teaching children to program AI models
AI education for children: A new frontier: MIT researchers have developed a program called Little Language Models to teach children about artificial intelligence by allowing them to build small-scale versions of language models. The program, created by PhD researchers Manuj and Shruti Dhariwal at MIT's Media Lab, aims to introduce complex AI concepts to children in a hands-on, interactive manner. Little Language Models helps demystify AI by allowing kids to visualize and build concepts in practice, rather than learning through theoretical lectures. Key features and concepts: The program starts with a dice-based exercise to demonstrate probabilistic thinking, which underlies modern...
read Oct 25, 2024Meta beats Apple and Google in the race to put powerful AI on mobile devices
AI comes to your pocket: Meta's breakthrough in mobile AI technology: Meta Platforms has developed compressed versions of its Llama artificial intelligence models that can run efficiently on smartphones and tablets, potentially revolutionizing how we interact with AI in our daily lives. Technological innovation driving mobile AI: Meta's achievement in compressing large language models for mobile devices represents a significant leap forward in AI accessibility and functionality. The company has created smaller versions of its Llama 3.2 1B and 3B models that run up to four times faster while using less than half the memory of earlier versions. These compressed...
read Oct 24, 2024How numerical precision impacts mathematical reasoning in AI models
Understanding LLMs' mathematical capabilities: Recent research has shed light on the factors influencing the mathematical reasoning abilities of Large Language Models (LLMs), with a particular focus on their performance in arithmetic tasks. A team of researchers, including Guhao Feng, Kai Yang, and others, conducted a comprehensive theoretical analysis of LLMs' mathematical abilities. The study specifically examined the arithmetic performances of Transformer-based LLMs, which have shown remarkable success across various domains. Numerical precision emerged as a crucial factor affecting the effectiveness of LLMs in mathematical tasks. Key findings on numerical precision: The research revealed significant differences in the performance of Transformers...
read Oct 23, 2024Why TED crowd was left stunned by OpenAI scientist’s recent AI talk
OpenAI's paradigm shift in AI development: OpenAI research scientist Noam Brown unveiled a groundbreaking approach to artificial intelligence at the TED AI conference in San Francisco, focusing on the company's new o1 model and its potential to revolutionize strategic reasoning, coding, and scientific research. Brown, known for his work on AI systems like Libratus and CICERO, presented a vision of AI as a core engine of innovation and decision-making across various sectors. He emphasized the need for AI to move beyond mere data processing and into "system two thinking," a slower, more deliberate form of reasoning that mirrors human problem-solving...
read Oct 23, 2024Liquid AI is showing the AI community what it can learn from… worms
Revolutionizing AI with Liquid Neural Networks: MIT spin-off Liquid AI is unveiling a novel approach to artificial intelligence that draws inspiration from the simplest of organisms, potentially reshaping the landscape of neural network design. Liquid AI's new models are based on a "liquid" neural network architecture, inspired by the nervous system of C. elegans, a microscopic worm. These networks promise improved efficiency, reduced power consumption, and enhanced transparency compared to traditional neural networks. The company has developed models for various applications, including financial fraud detection, autonomous vehicle control, and genetic data analysis. The mechanics of liquid neural networks: At the...
read Oct 23, 2024What ‘tokenizers’ are and why you should pay attention to them
Tokenization: The unsung hero of AI language processing: Tokenization, the process of breaking text into smaller units called tokens, plays a crucial role in the performance of large language models (LLMs) and retrieval-augmented generation (RAG) systems. The tokenization landscape: Different tokenization methods, including word-based, character-based, and subword tokenizers, offer varying approaches to text processing for AI applications. Popular subword tokenizers like Byte-Pair Encoding (BPE), used by OpenAI, and WordPiece, employed in some smaller transformers, have become industry standards. The size and composition of a tokenizer's vocabulary significantly impact its ability to effectively process and understand text inputs. Tokenization challenges often...
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