Tag: Validation
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Hacker News: Batched reward model inference and Best-of-N sampling
Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…
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Cloud Blog: Unlocking LLM training efficiency with Trillium — a performance analysis
Source URL: https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks/ Source: Cloud Blog Title: Unlocking LLM training efficiency with Trillium — a performance analysis Feedly Summary: Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is…
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Schneier on Security: Criminals Exploiting FBI Emergency Data Requests
Source URL: https://www.schneier.com/blog/archives/2024/11/criminals-exploiting-fbi-emergency-data-requests.html Source: Schneier on Security Title: Criminals Exploiting FBI Emergency Data Requests Feedly Summary: I’ve been writing about the problem with lawful-access backdoors in encryption for decades now: that as soon as you create a mechanism for law enforcement to bypass encryption, the bad guys will use it too. Turns out the same…
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Rekt: DeltaPrime – Rekt II
Source URL: https://www.rekt.news/deltaprime-rekt2 Source: Rekt Title: DeltaPrime – Rekt II Feedly Summary: Audited multiple times, hacked twice in two months. DeltaPrime loses another $4.85M after ignoring explicit warnings about admin key security. Like leaving your mansion unlocked after security consultants kept telling you to change the locks. AI Summary and Description: Yes Summary: The text…
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Slashdot: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find
Source URL: https://slashdot.org/story/24/11/10/1911204/generative-ai-doesnt-have-a-coherent-understanding-of-the-world-mit-researchers-find Source: Slashdot Title: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a study from MIT revealing that while generative AI, particularly large language models (LLMs), exhibit impressive capabilities, they fundamentally lack a coherent understanding of the…
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Hacker News: Show HN: Dracan – Open-source, 1:1 proxy with simple filtering/validation config
Source URL: https://github.com/Veinar/dracan Source: Hacker News Title: Show HN: Dracan – Open-source, 1:1 proxy with simple filtering/validation config Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Dracan, a middleware security solution designed to enhance request filtering and validation within Kubernetes environments. Its main features include HTTP method filtering, JSON validation, request…
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The Cloudflare Blog: How we prevent conflicts in authoritative DNS configuration using formal verification
Source URL: https://blog.cloudflare.com/topaz-policy-engine-design Source: The Cloudflare Blog Title: How we prevent conflicts in authoritative DNS configuration using formal verification Feedly Summary: We describe how Cloudflare uses a custom Lisp-like programming language and formal verifier (written in Racket and Rosette) to prevent logical contradictions in our authoritative DNS nameserver’s behavior. AI Summary and Description: Yes Summary:…