Artificial intelligence (AI) models like ChatGPT run on algorithms and have great appetites for data, which they process through machine learning, but what about the limits of their data-processing abilities? Researchers led by Professor Sun Zhong from Peking University’s School of Integrated Circuits and Institute for Artificial Intelligence set out to solve the von Neumann …
Ensemble learning techniques primarily fall into two categories: bagging and boosting. Bagging improves stability and accuracy by aggregating independent predictions, whereas boosting sequentially corrects the errors of prior models, improving their performance with each iteration. This post begins our deep dive into boosting, starting with the Gradient Boosting Regressor. Through its application on the Ames …
Read more “Boosting Over Bagging: Enhancing Predictive Accuracy with Gradient Boosting Regressors”
The Employee Productivity GenAI Assistant Example is a practical AI-powered solution designed to streamline writing tasks, allowing teams to focus on creativity rather than repetitive content creation. Built on AWS technologies like AWS Lambda, Amazon API Gateway, and Amazon DynamoDB, this tool automates the creation of customizable templates and supports both text and image inputs. …
Read more “Improve employee productivity using generative AI with Amazon Bedrock”
We are on the cusp of a big change. From healthcare and finance to self-driving cars and personalized search, the AI revolution is transforming industries. There’s no reason why AI shouldn’t impact what’s arguably the most logical of disciplines: coding. AI code-assistance platforms like Gemini Code Assist are leading the charge, accelerating software development with …
Read more “Announcing Gemini Code Assist integration with Harness AI Productivity Insights”
The models are not only high-performing but also entirely open, allowing researchers and developers to access and build upon them.Read More
Testimony identifies manufacturing defects and problems following an earlier dive and reveals that OceanGate conducted no testing or remedial work despite concerns with the hull.
A new study published in PNAS Nexus reveals that the widespread adoption of large language models (LLMs), such as ChatGPT, has led to a significant decline in public knowledge sharing on platforms like Stack Overflow. The study highlights a 25% reduction in user activity on the popular programming Q&A site within six months of ChatGPT’s …
Read more “ChatGPT’s rise linked to decline in public knowledge sharing on online Q&A platforms”
As mentioned previously, we understand that some websites/resources can be incredibly useful for those who may have less technical experience, time, or resources but still want to participate in the broader community. There are also quite a few users who would like to share the tools that they have created, but doing so is against …
On this day in AI history: September 23, 2024https://ia.samaltman.com Sam Altman’s blog post “The Intelligence Age” discusses the transformative potential of AI, predicting a future where AI can help solve hard problems, drastically improve quality of life, and create significant societal progress. He envisions personal AI teams aiding individuals, personalized virtual tutors for education, and …
We’re releasing two updated production-ready Gemini models