Researchers warn of ‘catastrophic overtraining’ in LLMs
The researchers compared two versions of OLMo-1b: one pre-trained on 2.3 trillion tokens and another on 3 trillion tokens.
The researchers compared two versions of OLMo-1b: one pre-trained on 2.3 trillion tokens and another on 3 trillion tokens.

While Large Vision-Language Models (LVLMs) can be useful aides in interpreting some of the more arcane or challenging submissions in computer vision literature, there's one area where they are hamstrung: determining the merits and subjective quality of any video examples that accompany new papers*. This is a critical aspect of a submission, since scientific papers […]
The post Teaching AI to Give Better Video Critiques appeared first on Unite.AI.
AI security startup Hakimo raises $10.5M to transform physical security with autonomous agents that monitor existing cameras 24/7, detecting threats and saving businesses $125,000 annually compared to traditional guards.

In a major leap forward for productivity software, Sourcetable has announced a $4.3 million seed round and the launch of what it calls the world’s first autonomous, AI-powered spreadsheet — a “self-driving” experience that reimagines how humans interact with data. With backing from top investors including Bee Partners, Julien Chaumond (Hugging Face), Preston-Werner Ventures (GitHub co-founder), […]
The post Sourcetable Raises $4.3M to Launch the World’s First Self-Driving Spreadsheet, Powered by AI appeared first on Unite.AI.
The company’s suite of solutions now includes enterprise-grade VoiceAI agents, real-time agent assist tools, AutoQA for quality monitoring, agent coaching and business insights.

While teaching humans about their ancient civilizations may seem like an odd job for artificial intelligence, it has potential. Traditionally, archeological surveys and decipherment have been painstakingly tedious. This technology could automate or streamline much of the process, helping people uncover more about the past at an exponential rate. Why AI Is Needed to Teach […]
The post What AI Is Teaching Us About Ancient Civilizations appeared first on Unite.AI.
As AI-generated images become more precise and accessible, GPT-4o represents a significant step forward in the space.

While finance and healthcare get the headlines for embracing AI, some of the most lucrative use cases are on the roads. Logistics is the backbone of global trade, and executives are catching on—in 2024, 90% of supply chain leaders said technological capabilities are top factors when choosing freight partners. The reason? AI is turning an […]
The post How AI Is Quietly Reshaping Logistics: Cutting Waste and Boosting Margins appeared first on Unite.AI.
There's still a lot of juice left to be squeezed, cognitively and performance-wise, from classic Transformer-based, text-focused LLMs.

Modern medicine is a marvel, with previously unimaginable cures and treatments now widely available. Think of advanced medical devices such as implantable defibrillators that help regulate heart rhythm and reduce the risk of cardiac arrest. Such breakthroughs would not have been possible without clinical trials – the rigorous research that evaluates the effects of medical […]
The post Artificial Intelligence: Addressing Clinical Trials’ Greatest Challenges appeared first on Unite.AI.