Tag: algorithm
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The Register: AWS opens cluster of 40K Trainium AI accelerators to researchers
Source URL: https://www.theregister.com/2024/11/12/aws_trainium_researchers/ Source: The Register Title: AWS opens cluster of 40K Trainium AI accelerators to researchers Feedly Summary: Throwing novel hardware at academia. It’s a tale as old as time Amazon wants more people building applications and frameworks for its custom Trainium accelerators and is making up to 40,000 chips available to university researchers…
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AlgorithmWatch: Civil society statement on meaningful transparency of risk assessments under the Digital Services Act
Source URL: https://algorithmwatch.org/en/civil-society-statement-on-meaningful-transparency-of-risk-assessments-under-the-digital-services-act/ Source: AlgorithmWatch Title: Civil society statement on meaningful transparency of risk assessments under the Digital Services Act Feedly Summary: This joint statement is also available as PDF-File. Meaningful transparency of risk assessments and audits enables external stakeholders, including civil society organisations, researchers, journalists, and people impacted by systemic risks, to scrutinise the…
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Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP
Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…
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Slashdot: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations
Source URL: https://tech.slashdot.org/story/24/11/11/144206/openai-and-others-seek-new-path-to-smarter-ai-as-current-methods-hit-limitations?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the challenges faced by AI companies like OpenAI in scaling large language models and introduces new human-like training techniques as a potential solution. This…
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Slashdot: Java Proposals Would Boost Resistance to Quantum Computing Attacks
Source URL: https://developers.slashdot.org/story/24/11/10/1853200/java-proposals-would-boost-resistance-to-quantum-computing-attacks?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Java Proposals Would Boost Resistance to Quantum Computing Attacks Feedly Summary: AI Summary and Description: Yes Summary: The text discusses two significant proposals aimed at enhancing Java application security against future quantum computing threats. These proposals involve the implementation of a quantum-resistant digital signature algorithm and key encapsulation mechanism,…
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Hacker News: HashML-DSA Considered Harmful
Source URL: https://keymaterial.net/2024/11/05/hashml-dsa-considered-harmful/ Source: Hacker News Title: HashML-DSA Considered Harmful Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the complexities surrounding prehashing in digital signature schemes, particularly in the context of recent NIST standards. It offers insights on how to effectively manage private key exposure while facilitating remote signing processes, highlighting…
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Hacker News: Iterative α-(de)blending and Stochastic Interpolants
Source URL: http://www.nicktasios.nl/posts/iterative-alpha-deblending/ Source: Hacker News Title: Iterative α-(de)blending and Stochastic Interpolants Feedly Summary: Comments AI Summary and Description: Yes Summary: The text reviews a paper proposing a method called Iterative α-(de)blending for simplifying the understanding and implementation of diffusion models in generative AI. The author critiques the paper for its partial clarity, discusses the…
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AlgorithmWatch: The Rise and Fall of a Predictive Policing Pioneer
Source URL: https://algorithmwatch.org/en/predictive-policing-pioneer-keycrime/ Source: AlgorithmWatch Title: The Rise and Fall of a Predictive Policing Pioneer Feedly Summary: KeyCrime was a first of its kind, a company dedicated to using Artificial Intelligence to identify recurring patterns in serial crime. The European Union’s AI Act, however, dealt the project a mortal blow. But the idea lives on.…