PyTorch 2.12 Release Blog
PyTorch 2.12 introduces a new device-agnostic `torch.accelerator.Graph` API that unifies graph capture and replay across CUDA, XPU, and out-of-tree backends. The release delivers up to 100x faster batched eigenvalue deco…
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PyTorch 2.12 introduces a new device-agnostic `torch.accelerator.Graph` API that unifies graph capture and replay across CUDA, XPU, and out-of-tree backends. The release delivers up to 100x faster batched eigenvalue deco…
Hyperscalers are projected to spend $725 billion on AI infrastructure this year, even as users increasingly reject AI-generated content. Gartner reports that 50% of US consumers prefer brands that avoid generative AI, Wi…
Cytokinetics’ aficamten met both primary and secondary endpoints in a Phase 3 trial for non-obstructive hypertrophic cardiomyopathy, positioning the drug for a potential regulatory filing and setting up a strategic infle…
In a podcast episode at HumanX, AMD CTO Mark Papermaster explained that the company's AI success stems from a decade-long focus on customer-driven innovation and a unique ability to integrate CPUs and GPUs, a practice th…
In five days, Anthropic grew its Q1 revenue 80-fold to a reported $44 billion annual run rate, committed $200 billion to Google Cloud, signed a SpaceX compute deal, shipped Claude Code Auto Mode, and launched ten financi…
OpenAI finalized a $10 billion joint venture with a 19-firm Wall Street consortium led by Blackstone to embed its AI tools into the group's portfolio companies, while Anthropic is closing $1.5 billion from Blackstone, Go…
A security researcher uploaded a poisoned dataset to Hugging Face containing 1,050 Python code snippets, 50 of which were backdoored to execute shell commands when a specific trigger string appeared. The dataset remained…
Cloudflare has completed its "Code Orange: Fail Small" engineering initiative, which focused on making its network more resilient and reliable. The project introduced safer configuration changes through a new system call…
The article is a sarcastic, first-person account of the author's experience at GrafanaCon 2026 in Barcelona. Despite claiming to "hate" the conference, the author details that it was incredibly well-organized, featured e…
CKKS homomorphic encryption scheme, beginning with the mathematical background needed to understand it, including the polynomial ring and the canonical embedding used for encoding. It explains that CKKS, first introduced…
A threat actor compromised the open-source package element-data, which has over 1 million monthly downloads, by exploiting a vulnerability in a GitHub action to steal signing keys and account tokens. The attackers publis…
The generative AI industry's competitive focus has shifted from developing frontier models to building agentic platforms, with 88% of senior executives planning to increase AI budgets due to agentic AI, according to a Pw…
Artificial intelligence is not a neutral technology but is deeply connected to fascism through its use by authoritarian actors and its inherent structural tendencies. It examines how figures like Trump and Palantir's CEO…
The article summarizes the author's experience at the 2024 All Things AI conference in Durham, NC, a sister event to All Things Open. The conference featured workshops and talks on AI, including a keynote by Mark Hinkle …
Chapter 13 of OSTEP explains how modern operating systems abstract physical memory through the concept of an address space, which provides each running program with its own private view of memory. The chapter covers the …
In 2025, the author, a computer scientist with decades of experience running personal servers, began migrating away from platforms they describe as being run by billionaires and fascists. They previously relied heavily o…
Nvidia's Blackwell B200 GPU is the company's first chiplet design, using two reticle-sized dies that appear as a single GPU to software, moving away from the monolithic approach used in prior generations like Hopper. The…
BillionToOne, a Y Combinator-backed biotech startup, went public today, becoming the fourth YC biotech company to do so. The company developed a non-invasive prenatal genetic test that analyzes fetal DNA from a mother's …
Many people hold overly confident but vague predictions about AI's future, which are often proven wrong. To address this, author Nicholas Carlini presents a set of about 30 specific, refutable questions about AI capabili…
LLM chatbot benchmarks like MMLU and HumanEval are becoming saturated, yet user experience is not improving proportionally because these tests measure one-shot performance rather than multi-turn, goal-oriented dialogue. …