Tag: compilation

  • Cloud Blog: Speed up checkpoint loading time at scale using Orbax on JAX

    Source URL: https://cloud.google.com/blog/products/compute/unlock-faster-workload-start-time-using-orbax-on-jax/ Source: Cloud Blog Title: Speed up checkpoint loading time at scale using Orbax on JAX Feedly Summary: Imagine training a new AI / ML model like Gemma 3 or Llama 3.3 across hundreds of powerful accelerators like TPUs or GPUs to achieve a scientific breakthrough. You might have a team of powerful…

  • Hacker News: Show HN: Formal Verification for Machine Learning Models Using Lean 4

    Source URL: https://github.com/fraware/leanverifier Source: Hacker News Title: Show HN: Formal Verification for Machine Learning Models Using Lean 4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The project focuses on the formal verification of machine learning models using the Lean 4 framework, targeting aspects like robustness, fairness, and interpretability. This framework is particularly relevant…

  • Hacker News: Constant-Time Code: The Pessimist Case [pdf]

    Source URL: https://eprint.iacr.org/2025/435.pdf Source: Hacker News Title: Constant-Time Code: The Pessimist Case [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and pessimistic outlook surrounding the implementation of constant-time coding in cryptographic software, especially in the light of modern compiler optimization techniques and the increasing complexity of CPU architectures.…

  • Hacker News: GoStringUngarbler: Deobfuscating Strings in Garbled Binaries

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/gostringungarbler-deobfuscating-strings-in-garbled-binaries Source: Hacker News Title: GoStringUngarbler: Deobfuscating Strings in Garbled Binaries Feedly Summary: Comments AI Summary and Description: Yes Summary: This text details the challenges associated with analyzing malware written in Go that utilizes the garble obfuscator, focusing on the introduction of the GoStringUngarbler tool, which automates the deobfuscation process of string literals.…

  • Cloud Blog: GoStringUngarbler: Deobfuscating Strings in Garbled Binaries

    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/gostringungarbler-deobfuscating-strings-in-garbled-binaries/ Source: Cloud Blog Title: GoStringUngarbler: Deobfuscating Strings in Garbled Binaries Feedly Summary: Written by: Chuong Dong Overview In our day-to-day work, the FLARE team often encounters malware written in Go that is protected using garble. While recent advancements in Go analysis from tools like IDA Pro have simplified the analysis process, garble…

  • Slashdot: Can TrapC Fix C and C++ Memory Safety Issues?

    Source URL: https://developers.slashdot.org/story/25/03/03/0654205/can-trapc-fix-c-and-c-memory-safety-issues?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Can TrapC Fix C and C++ Memory Safety Issues? Feedly Summary: AI Summary and Description: Yes Summary: The development of TrapC, a fork of the C programming language, aims to address longstanding memory safety issues associated with C and C++. The introduction of a cybersecurity-centric compiler, trapc, enhances security…

  • Slashdot: 27-Year-Old EXE Became Python In Minutes. Is AI-Assisted Reverse Engineering Next?

    Source URL: https://developers.slashdot.org/story/25/03/01/2211210/27-year-old-exe-became-python-in-minutes-is-ai-assisted-reverse-engineering-next?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: 27-Year-Old EXE Became Python In Minutes. Is AI-Assisted Reverse Engineering Next? Feedly Summary: AI Summary and Description: Yes Summary: This text discusses a remarkable case of using AI (Claude 3.7) to reverse-engineer a 27-year-old Visual Basic application and rewrite it in Python. This showcases the potential of generative AI…

  • Cloud Blog: Optimizing image generation pipelines on Google Cloud: A practical guide

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-optimizing-image-generation-pipelines/ Source: Cloud Blog Title: Optimizing image generation pipelines on Google Cloud: A practical guide Feedly Summary: Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with…

  • Hacker News: Implementing LLaMA3 in 100 Lines of Pure Jax

    Source URL: https://saurabhalone.com/blogs/llama3/web Source: Hacker News Title: Implementing LLaMA3 in 100 Lines of Pure Jax Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive tutorial on implementing the LLaMA 3 language model using JAX, emphasizing its functional programming nature and its suitability for educational purposes. This tutorial is particularly relevant…