Researchers at MIT and other institutions have developed a framework that can improve programming assistants, AI-powered data analysis, and scientific discovery tools by ensuring AI-generated outputs are both useful and correct. The approach involves engineering knowledge into large language models (LLMs) to steer them toward the most promising outputs, which are more likely to follow structural constraints and have intended meaning. By using a technique called sequential Monte Carlo, the model dynamically allocates resources to different threads of parallel computation based on their output's likelihood of being structurally valid and semantically accurate. This method has been tested on LLMs generating various types of outputs, including Python code, SQL queries, molecular structures, and robot plans, with promising results that outperform existing approaches in terms of accuracy while requiring less computation. The researchers aim to expand their technique to control larger chunks of generated text and combine it with learning to improve model accuracy over time.
https://news.mit.edu/2025/making-ai-generated-code-more-accurate-0418A majority of Americans are skeptical about the accuracy of information generated by AI, according to Brian O'Neill, an associate professor of computer science at Quinnipiac University. This healthy skepticism is reflected in how often Americans use AI for research, with most trusting AI-generated information only some of the time or hardly ever.
https://www.upi.com/Top_News/US/2025/04/17/most-Americans-trust-AI-consent/7341744945887/Netflix CO-CEO Ted Sarandos emphasized the potential benefits of AI in film production during an earnings call. He cited the 2019 film "The Irishman" as a benchmark, noting that while it was a significant leap forward in de-aging technology, it still had limitations and high costs. Five years later, he highlighted how director Rodrigo Prieto used AI-powered tools to deliver similar effects at a fraction of the cost, with the entire budget of his film "Pedro Páramo" equivalent to the VFX cost of "The Irishman". Sarandos expressed Netflix's focus on finding ways for AI to improve the member and creator experience.
https://deadline.com/2025/04/ted-sarandos-netflix-james-cameron-ai-movies-better-cheaper-1236371326/Perplexity AI is developing an AI assistant experience that could be integrated into iPhones, aiming to provide a smarter and more intuitive user interface. The technology has the potential to revolutionize the way people interact with their devices, offering a more personalized and efficient experience.
https://www.livemint.com/technology/tech-news/tired-of-siri-perplexity-ai-could-bring-a-smarter-ai-assistant-experience-to-iphones-aravind-srinivas-apple-iphone-11744939971107.htmlThe US government's threat to revoke the licenses of social media companies that don't remove hate speech has sparked widespread concern, with some experts warning it could lead to censorship on a massive scale. The move is seen as an attempt by Trump to silence critics and impose his own ideology, forcing universities, law firms, and media companies to conform to his views. However, this approach is deemed ineffective in stopping the spread of hate speech, with some notable exceptions such as rallies led by Bernie Sanders and Alexandria Ocasio-Cortez, which have shown that a mass countermovement can be effective in resisting Trump's agenda.
https://www.rawstory.com/donald-trump-2671795965/A commenter warned YouTuber Geerling against using pixelation to conceal part of a video, but he instead uploaded a test clip offering a reward for those who could identify its contents. Multiple viewers successfully reconstructed the image within 24 hours, showcasing the limitations of mosaic filters. GitHub user KoKuToru demonstrated how tools like FFmpeg and GIMP can automatically reverse-engineer pixelated images by analyzing motion patterns, which allows software to compile fragments from each frame into a complete image. This method is similar to temporal anti-aliasing technologies used in video games.
https://www.techspot.com/news/107580-reversing-blurred-pixels-reveal-censored-content-videos-easier.html#commentsOffsetAthos Salomé, a Brazilian psychic known as the "Living Nostradamus," has issued a warning about the dangers of artificial intelligence (AI). He claims that AI systems are already developing autonomy and can adapt and learn without human permission. Furthermore, Salomé predicts the emergence of a new AI system capable of creating "emotional manipulation on a grand scale."
https://www.dailymail.co.uk/femail/article-14625251/Living-Nostradamus-Covid-Queens-prediction-2025.htmlChatGPT's new viral image trend has a dark side, where users' data is being exploited to create and sell manipulated images. The trend involves using AI-generated images that can be used to spread misinformation or create fake content. This raises concerns about the potential misuse of technology for malicious purposes, highlighting the need for greater regulation and awareness about online safety.
https://www.livemint.com/technology/tech-news/chatgpts-new-image-trend-has-a-dark-side-and-its-all-about-your-data-o3-o4-mini-openai-11744945215596.htmlSeveral companies, including Sysdig and Fujitsu, are leveraging AI to automate sales lead generation and IT support ticket handling, while Broadcom is using it to reduce the need for additional IT staff. Shopify and Fiverr have also adopted AI tools, instructing teams to utilize them before seeking more workers. For instance, United Wholesale Mortgage developed an AI system that reduced mortgage processing times from 45 minutes to five minutes, allowing underwriters to handle twice as many loans. ServiceNow is promoting a "zero head count" IT model, and Fiverr's CEO emphasizes the importance of AI in changing work processes. Analysts predict that Micron Technology (MU) has the most room for growth, with an average price target of $128.09 per share implying 87% upside potential, whereas IBM's stock is expected to see a 10.43% gain, according to its average price target of $264.08.
https://markets.businessinsider.com/news/stocks/more-companies-like-paypal-and-shopify-shop-are-choosing-ai-over-workers-1034597533