Article explores integration of causal reasoning into ML with causal graphs. Causal graphs help disentangle causes from correlations, essential in causal inference. ML lacks ability to answer causal questions due to spurious correlations, confounders, colliders, and mediators. Structural causal models (SCM) offer a solution by modeling causal relationships and accounting for complexities.
OpenAI appoints three new board members, including Sue Desmond-Hellmann and Nicole Seligman, after independent review clears CEO Sam Altman of any wrongdoing. Altman rejoins the board, bringing diversity and stability to the company's leadership amid scrutiny over board composition and leadership changes.
VistaPrint partners with small businesses worldwide, using Amazon Personalize to increase conversion rates by 10% and reduce costs by 30%. Their new cloud-native system, utilizing Twilio Segment and AWS services, provides personalized product recommendations for an enhanced customer experience.
Midjourney bans Stability AI employees after detecting suspicious bot activity scraping image prompts. New policy prohibits aggressive automation to protect image synthesis service.
Enhancing truthfulness in Retrieval Augmented Generation (RAG) outputs by mitigating hallucinations and reliance on pre-trained knowledge. Emphasizing groundedness and completeness in RAG outputs through fine-tuning Large Language Models and element-aware summarization, with scalable evaluation metrics like LENS and CoT.
Guardian journalist uncovers mystery behind AI company creating deepfakes, leaving police and lawmakers baffled. Is AI making it impossible to discern fact from fiction?
AI exacerbates difficulty in detecting manipulated media; Princess Diana photo controversy highlights image doctoring sensitivity. Catherine's edited wedding photo scandal in 2011 foreshadows current unease with AI advancements.
Report highlights healthcare disparities for minority ethnic people, women, and deprived communities due to biases in medical tools. Concerns raised over AI and oxygen level devices, urging immediate action.
Eugenia Kuyda's AI companion app Replika was a global success, but faced unexpected backlash. Kate Devlin's book 'Turned On' delves into the world of science, sex, and robots.
Journalist investigates mysterious AI company behind global deepfake chaos, raising concerns about truth vs. fiction in the age of AI. Subscribe to Guardian's Black Box series for more on the impact of artificial intelligence.
University of Oxford study reveals benefits and risks of AI in healthcare. Ethical concerns raised over use of unregulated AI bots in social care.
Article highlights the dangers of artificial intelligence being hidden from public view by moguls. HG Wells' novel 'The World Set Free' predicted atomic weapons and the need for a world government to prevent global war. Wells believed only a scientifically minded elite could save democracy from the perils of new technology.
OpenAI co-founder, Sam Altman, touted close relationship with Tesla's Elon Musk. A decade later, they're at odds over AI safety concerns.
Discover how RAG can enhance LLM performance by integrating external knowledge bases. Python code examples included. Fine-tuning vs RAG effectiveness discussed.
Marek Kowalkiewicz, a tech expert, questions algorithm agency. Surprising location for AI advocate in Brisbane's Anstead suburb.