SRI’s Post

Diving into the near future of AI with insights from @techreview. The article outlines key expectations for 2024, from advancements in natural language processing to breakthroughs in AI hardware, from upcoming regulations in EU and US to major investments in biotech. A captivating read for anyone eager to stay ahead in the ever-evolving world of artificial intelligence. #AI #TechTrends #Innovation #biotechnology #deepmind https://lnkd.in/gttuQkFq

🚀 Exciting News in AI! 🤖 DeepMind's AI researchers have unveiled a game-changing breakthrough, showing that large language models like OpenAI's ChatGPT can generate groundbreaking scientific insights. https://lnkd.in/dcuYYg8Z Their system, "FunSearch," powered by LLMs, tackled complex puzzles, offering new solutions to mathematical and optimization problems. This discovery has the potential to revolutionize algorithmic discovery in computer science. 🌐 Stay ahead in tech and subscribe to the SuperDataScience weekly newsletter for more cutting-edge insights: https://lnkd.in/gtRktaY #AI #DataScience #Innovation #TechNews #SubscribeNow

"The leap forward in capability shown by ChatGPT also aggravated fears about the dangers of AI: workforce disruption, disinformation and even existential risk — the subject of a major summit hosted by the UK earlier this year." George Hammond dives into some lingering questions in regards to a safe use of AI, considering the current environment and constant growth when it comes to this sector of IT. How big of a role plays science in the speedy developing of technology and what might we stray from in pursuit of the algorithm? AI Scientist Fei-Fei Li shares with us her view on the safe use of AI. https://lnkd.in/dMYBwAen #AI #EthicalAI #AInews

🚀 Exciting news! GPT-4 has passed the Turing test GPT-4 was judged as human 54% of the time in a recent study involving 500 participants as per BGR. Why does this matter? This is the first robust empirical proof that an AI can consistently pass an interactive 2-player Turing test. However, it's crucial to remember that while GPT-4’s conversational skills are impressive, this doesn’t mean it has achieved true general intelligence. We must focus on ethical guidelines and transparency as AI continues to evolve. Do you think the day is near when we will have AI colleagues instead of humans? Can AI shift from being a complementary entity in the current corporate setup to being an independent resource? Please share your thoughts in the comments section 🚀 #AI #Innovation #Ethics

"Open source is indisputably one of the biggest drivers of progress in software and by extension AI.... However, it is under existential threat from regulation that will advantage entrenched interests." https://lnkd.in/eRzvUM6f #artificialintelligence #ai #business #opensourcesoftware

AI-generated content is flooding the internet, posing challenges like "model collapse," where AI feeds on its errors, as seen in studies like one using OPT-125m language model. Currently, researchers are focused on filtering synthetic data to maintain model quality, underscoring the importance of human intervention in AI development. As we advance, addressing biases in AI-generated content could be pivotal for creating fairer and more inclusive tech, driving advancements in data filtering techniques. #GenerativeAI

https://lnkd.in/dyQQQqYk Today's article from Nature tells an uncomfortable truth, one I am glad this is out. AI isn't everything and is a stark reminder of what and who it serves. It primarily serves humans, and it should be a core philosophy, especially AI-washing companies are prevalent. And it goes to show another insight. The growth of AI isn't exponential; one day human-based data will run out, and for those who think present AI models can run based on AI-generated data, it is one's wishful thinking. This is apparent; the gap is getting smaller when GPT3 to 3.5 and to 4. We should temper our expectations and continue to develop talent, and more importantly, teach humans. Humans are the most organic computers and innately intelligent species out there.

Why AI sometimes gets it wrong — and big strides to address it Around the time GPT-4 was making headlines for acing standardized tests, Microsoft researchers and collaborators were putting other AI models through a different type of test — one designed to make the models fabricate information. To target this phenomenon, known as “hallucinations,” they created a text-retrieval task that would give most humans a headache and then tracked and improved the models’ responses. The study led to a new way to reduce instances when large language models (LLMs) deviate from the data given to them. It’s also one example of how Microsoft is creating solutions to measure, detect and mitigate hallucinations and part of the company’s efforts to develop AI in a safe, trustworthy and ethical way. Read full article https://lnkd.in/ecwe66TW #generativeai #microsoft

Google Unveils Revolutionary AI Model 'Gemini': A Leap into Uncharted Dimensions" Introduction: Google's Latest Breakthrough Meet Gemini Google has recently unveiled its most ambitious AI model to date, named Gemini. Representing a significant leap in artificial intelligence capabilities, Gemini promises to redefine the boundaries of what AI can achieve. #Google, Gemini,#AI model, #ambitious#boundaries Unprecedented Scale: Gemini stands out for its sheer magnitude, dwarfing its predecessors. Boasting an unprecedented number of parameters, this colossal AI model enables more nuanced understanding and processing of complex data, propelling it to the forefront of cutting-edge AI technology. #magnitude#predecessors#parameters#nuanced understanding Multifaceted Applications: Gemini's versatility extends across various domains, from natural language processing to image recognition and beyond. This comprehensive approach positions Gemini as a powerhouse solution capable of tackling diverse challenges in fields such as healthcare, finance, and technology. #versatility#domains#natural language processing,#image recognition, Enhanced Learning Capabilities: Built upon advanced machine learning techniques, Gemini exhibits enhanced learning capabilities. Its ability to rapidly adapt to new information and evolving scenarios showcases a paradigm shift in AI, allowing for more dynamic and responsive applications in real-world situations. #Gemini#advanced machine learning #techniques#enhanced learning capabilities, Ethical Considerations: As with any groundbreaking technology, the launch of Gemini raises important ethical considerations. The immense power of such a colossal AI model prompts discussions around responsible use, potential biases, and the need for robust safeguards to ensure ethical AI practices in its deployment. #groundbreaking technology, #launch, # ethical considerations, #immense power, In summary, Google's Gemini marks a pivotal moment in the evolution of AI, showcasing unprecedented scale, multifaceted applications, enhanced learning capabilities, and prompting important ethical considerations. This colossal AI model has the potential to reshape the technological landscape and drive innovations across diverse industries. How does Gemini redefine the boundaries of artificial intelligence?

A recent scholarly review underscores the importance of synthetic data in addressing prevalent challenges in AI development, such as data shortages and privacy concerns. The research scrutinizes the efficacy, complications, and prospective trajectory of synthetic data applications, accentuating its capability to fortify and ethically refine language models. The authors advocate for the meticulous employment of synthetic data to assure precision and diminish biases, thereby advancing the inclusivity and reliability of AI technologies. Explore further insights on the strategic role of synthetic data in enhancing AI frameworks. #ArtificialIntelligence #SybtheticData #Innovation https://lnkd.in/ghWxuPG6