Author: Advanced AI Editor

#attention #transformer #fastformer Transformers have become the dominant model class in the last few years for large data, but their quadratic complexity in terms of sequence length has plagued them until now. Fastformer claims to be the fastest and most performant linear attention variant, able to consume long contexts at once. This is achieved by a combination of additive attention and elementwise products. While initial results look promising, I have my reservations… OUTLINE: 0:00 – Intro & Outline 2:15 – Fastformer description 5:20 – Baseline: Classic Attention 10:00 – Fastformer architecture 12:50 – Additive Attention 18:05 – Query-Key element-wise multiplication…

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❤️ Check out Weights & Biases and sign up for a free demo here: ❤️ Their mentioned post is available here: Try #ChatGPT! Our earlier paper with the translucent materials: My latest paper on simulations that look almost like reality is available for free here: Or this is the orig. Nature Physics link with clickable citations: Tweet links: Decoration: Bubble sort: History essay: Challenging assumptions: Diff. equations VS Google: Bohemian Rhapsody: Video ideas: Marketing strategy: Hold on to papers! ChatGPT home screen: 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov,…

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It’s interesting to see that even after Tesla successfully changed over Gigafactory Shanghai to the new Model Y, reports still emerged earlier this month suggesting that the demand for the revamped, all-electric crossover may already be over. Videos from China, as well as the trend in Tesla’s new vehicle registrations, suggest that the demand for the new Model Y in the country is alive and well.  Why Did Registrations Drop In April? Arguments that the new Model Y was already running out of steam in China are partly based on the vehicle’s sudden drop in registrations in April. This, as…

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In a bureaucratic blunder that is as funny as it is tragic, the Dutch municipality of Maashorst appears to have accidentally thrown out a valuable Andy Warhol silk-screen print — along with nearly 50 other artworks. According to an independent investigation commissioned by the municipality first reported by the New York Times, the pieces likely disappeared during a recent town hall renovation. Officials acknowledged the error last week in a letter to the council, though they admitted the investigation was inconclusive. The chances of recovering the missing works, however, are slim. Related Articles “It’s not likely that the missing artworks…

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Garry Nolan is a professor at Stanford University School of Medicine. His research is in microbiology, immunology, bio-computation, and analysis of UFO artifacts, materials, and reports of UFO encounters. Please support this podcast by checking out our sponsors: – Athletic Greens: and use code LEX to get 1 month of fish oil – InsideTracker: and use code Lex25 to get 25% off – Blinkist: and use code LEX to get 25% off premium – ExpressVPN: and use code LexPod to get 3 months free – Eight Sleep: and use code LEX to get special savings EPISODE LINKS: Garry’s Twitter: Nolan…

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Watch AlphaGo team up with some of China’s top pro players to explore the hidden mysteries of the game in two exciting match formats: Pair Go: where one Chinese pro will play against another with their own AlphaGo teammate, alternating moves, to take the concept of ‘learning together’ quite literally. Team Go: where AlphaGo and a five player team of China’s top pro players work together to test AlphaGo’s creativity and adaptability to their combined style. This is the livestream for Team & Pair Go to be played on Friday 26 May 08:30 CST (local), 01:30 BST and 12:30 CST…

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Redburn Atlantic recommended Tuesday that investors sell their Tesla stock, as the research firm expects another year of volume declines and strained cashflow. “Our challenging earnings outlook incorporates headwinds from electric vehicle (EV) pricing, Mexico-US and China-Europe tariffs,” Redburn analyst Adrian Yanoshik told clients in a note. Redburn’s estimates for Tesla’s earnings and free cash flow this year are 10% below the Wall Street consensus as the firm sees more downside risk, Yanoshik said. “We note even further risks for downgrades associated with a possible rescinding of US Inflation Reduction Act (IRA) clean vehicle credits,” the analyst also said. TSLA…

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In at least one crucial way, AI has already won its campaign for global dominance. An unbelievable volume of synthetic prose is published every moment of every day—heaping piles of machine-written news articles, text messages, emails, search results, customer-service chats, even scientific research.Chatbots learned from human writing. Now the influence may run in the other direction. Some people have hypothesized that the proliferation of generative-AI tools such as ChatGPT will seep into human communication, that the terse language we use when prompting a chatbot may lead us to dispose of any niceties or writerly flourishes when corresponding with friends and…

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At the RSA Conference 2025, on Tuesday, Cisco announced key innovations and partnerships to help security teams face the rising challenges of the AI era. The company introduced new capabilities in Cisco XDR and Splunk Security, a deeper partnership with ServiceNow, and the launch of Foundation AI. According to Cisco’s upcoming 2025 Cybersecurity Readiness Index, 86% of organisations worldwide reported experiencing AI-related security incidents in the past year. “To fight back, understaffed security operations and IT leaders need AI power of their own,” Jeetu Patel, executive vice president and chief product officer at Cisco said. The company’s XDR has introduced…

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