Alphabet Raises 80B for AI, Anthropic Files IPO
The newest Instagram “exploit” is the goofiest I've seen
A newly discovered Instagram exploit allows attackers to bypass two-factor authentication by manipulating customer support staff or AI chatbots during the account recovery process. Following the revelation, tech commentators are urging platforms to implement more secure recovery methods, such as mandatory time delays or secondary email notifications, to prevent malicious account takeovers.
CommentsCS336: Language Modeling from Scratch
Stanford University has announced the details for its upcoming Spring 2026 course, CS336: Language Modeling from Scratch. The newly launched official course website provides students with access to the full schedule, assignments, and comprehensive course materials. This offering aims to teach the foundational principles and practical implementation of modern language models.
CommentsAI Agent Guidelines for CS336 at Stanford
Stanford has introduced specific guidelines for AI agents assisting students in its CS336 Language Modeling From Scratch course. The newly added CLAUDE.md file in the first assignment outlines rules to ensure AI coding assistants are used appropriately while building foundational models. This update reflects a growing trend of academic institutions proactively regulating AI tools in advanced computer science curricula.
CommentsMalicious npm packages detected across Red Hat Cloud Services
StepSecurity has identified multiple compromised npm packages within the Red Hat Cloud Services namespace that contain malicious code. Developers utilizing these affected dependencies are urged to immediately audit their environments and remove the compromised versions to mitigate supply chain risks.
CommentsA 10 year old Xeon is all you need
Software engineer and NixOS Steering Committee member Christina Sørensen explains why a decade-old Intel Xeon processor remains perfectly adequate for modern development and server workloads. She highlights the practical benefits of utilizing older enterprise hardware, emphasizing that continuous upgrades to the latest processors are often unnecessary.
CommentsShould you normalize RGB values by 255 or 256?
The debate over normalizing 8-bit RGB values by 255 or 256 is visually inconsequential for standard digital displays but causes noticeable color tinting when generating low-bit analog VGA signals. Readers discuss hardware-level workarounds like temporal dithering and reflect on historical CRT quirks caused by similar voltage mismatches. Ultimately, the community concludes that dividing by 255 is the mathematically correct approach to properly account for quantization ranges and avoid fence post errors.
CommentsWhat appear to be biochemical processes may be a natural feature of geology
A recent study observed lifelike biochemical processes continuously unfolding in sterilized soil over a six-year period. This suggests that complex metabolic reactions may be a natural feature of geology rather than an exclusively biological phenomenon. The discovery provides compelling new evidence for theories explaining how life originally began.
CommentsNvidia RTX Spark
Nvidia RTX Spark combines advanced AI and RTX graphics technology into a compact form factor for slim laptops and small desktops. This integration is specifically designed to deliver high-performance computing tailored for creators, developers, and gamers.
CommentsMicrosoft builds MacBook Pro rival with NVIDIA-powered Surface Laptop Ultra
Microsoft is challenging Apple's MacBook Pro dominance with the launch of the new Surface Laptop Ultra. This premium device is equipped with an NVIDIA RTX Spark chip and 128GB of unified memory to offer high-end performance.
CommentsDebug Project
The Debug Project leverages technology to breed and release beneficial mosquitoes that naturally suppress populations of disease-spreading insects. This innovative, tech-driven biological approach aims to control vector-borne diseases by utilizing helpful insects instead of traditional chemical pesticides.
CommentsI made my phone slow on purpose
After purchasing a brand new iPhone, the author intentionally slowed down the device's performance. The article details the reasoning behind this experiment and how artificially limiting a modern smartphone's speed impacts the overall user experience.
CommentsAsk HN: Who is hiring? (June 2026)
In the June 2026 Hacker News hiring thread, startup Hotwash is seeking a founding engineer to transition its fire department review platform from a low-code stack to React Native, while open-source chat platform Zulip is hiring a senior backend infrastructure engineer. Additionally, community members debated the future viability of no-code tools like FlutterFlow amid the rise of AI-assisted coding.
CommentsThe Pirate Bay Remains Resilient, 20 Years After the Raid
Twenty years after a major police raid intended to shut it down, The Pirate Bay remains online and highly resilient. The entertainment industry's attempt to seize the site's servers inadvertently cemented its legacy as one of the most iconic and enduring platforms on the internet.
CommentsOnly 17% of all 64-bit Integers are products of two 32-bit integers
Multiplying two fixed-bit integers in software programming frequently results in overflow because the full product typically requires double the bit length for accurate representation. This mathematical limitation means that only 17% of all possible 64-bit integers can actually be formed by multiplying two 32-bit integers.
CommentsFlipper Zero Zig Template
Developer NishantJoshi00 has open-sourced a new Zig programming template for the Flipper Zero on GitHub to streamline custom application development for the popular hardware multi-tool. The project provides a foundational codebase and actively invites the developer community to contribute to its ongoing growth.
CommentsAnthropic confidentially submits draft S-1 to the SEC
Anthropic has confidentially submitted a draft S-1 registration statement to the Securities and Exchange Commission, signaling early preparations for a potential initial public offering. This confidential filing allows the AI company to begin the regulatory review process while keeping its specific financial details private.
CommentsFlorida sues OpenAI and Sam Altman over AI risks
Florida has filed a lawsuit against OpenAI and Sam Altman over the potential risks associated with their artificial intelligence technologies. This marks the first time a state government has taken legal action against the company and its leader regarding AI safety concerns.
CommentsWindows GOG DOS Games on M-Series Macs
A recent guide outlines how users can play classic DOS and Windows games purchased from GOG on Apple's M-series Macs. The tutorial provides practical workarounds for running nostalgic titles like SimCity 2000 and Theme Hospital on Apple Silicon hardware.
CommentsAlphabet announces $80B equity capital raise to expand AI infra and compute
Alphabet plans to raise $80 billion in equity to significantly expand its AI infrastructure and compute capabilities, with a portion of that funding coming from a $10 billion private placement to Berkshire Hathaway. Despite concerns that advanced language models could cannibalize its core search advertising revenue, the company is mitigating this risk by deeply integrating AI directly into its existing search platform. By leveraging its vast proprietary data and unmatched distribution network, Alphabet aims to maintain its market dominance as user behavior transitions toward AI-driven queries.
CommentsDecades of Effort Restore Steelhead and Salmon Passage on Alameda Creek
Following decades of effort, a NOAA-funded project has removed the final barrier on Alameda Creek in the San Francisco Bay Area to restore critical fish passage. This milestone marks the culmination of long-term conservation initiatives to revive steelhead and Chinook salmon populations in a waterway that was once the region's largest producer of these species.
CommentsAsk HN: Who wants to be hired? (June 2026)
The June 2026 Hacker News job-seeking thread features numerous tech professionals seeking remote roles, with a prominent focus on artificial intelligence, large language models, and full-stack software engineering. Candidates are actively pitching their ability to build scalable backend systems, develop AI-powered SaaS applications, and solve complex, regulation-heavy technical challenges for startups and enterprise clients worldwide.
CommentsNew Beam Spring Keyboards
New beam spring keyboards from Ellipse and ModelFKeyboards are drawing attention from retro typing enthusiasts, but the company has a notorious reputation for poor quality control and virtually no warranty support. Although some users report that the latest metal-cased models work flawlessly out of the box, buyers are frequently warned they might receive a damaged unit. Consequently, customers should be prepared to spend significant time troubleshooting their expensive purchase to ensure they receive a fully functioning product.
CommentsLaunch HN: Expanse (YC P26) – Unlock Wasted GPU Capacity
YC P26 startup Expanse has launched an intelligent prediction layer designed to eliminate wasted GPU compute capacity in high-performance clusters. By analyzing source code and hardware topologies with a custom machine learning model, the platform determines the exact resources a job actually needs rather than relying on user allocations. This approach allows existing schedulers to optimize workload placement and significantly improve overall data center utilization rates.
CommentsStealing from Biologists to Compile Haskell Faster
Developers have significantly accelerated GHC's ApplicativeDo optimization by adapting a technique from biology. The structural approach used to speed up this compilation trick is identical to how biologists predict RNA folding.
CommentsUnix in East Germany (GDR) (1990)
Reader discussions highlight the ingenuity of Eastern Bloc engineers who reverse-engineered Western hardware like the DEC PDP-11 to bypass US sanctions and maintain compatibility with global software standards. By cloning Western systems and replicating software to save resources, these Cold War-era machines closely mirrored their American counterparts despite limited access to global supply chains. Today, these historic Soviet and East German clones remain preserved in university lobbies and local flea markets, continuing to fascinate classic computing enthusiasts.
CommentsTracing HTTP Requests with Go's net/HTTP/httptrace
A recent community discussion highlights the power of Go's built-in httptrace package for tracing HTTP requests without relying on external dependencies. Developers praise the standard library's tools for tracking connection reuse and preventing resource exhaustion during benchmarking. Many compare Go's robust, self-contained ecosystem favorably to .NET, noting its strong native capabilities for building observability services.
CommentsLinux Basics for Hackers (2019)
Developer ahegazy0 has published a structured open-source course based on personal study notes from the book Linux Basics for Hackers by OccupyTheWeb. This repository provides aspiring cybersecurity professionals with a practical, community-driven resource to master essential Linux skills for ethical hacking.
CommentsFinding success in industry as a chip designer
Success in the rapidly growing semiconductor industry requires chip designers to shift their strategies when moving from academia to commercial roles. This article explores the key differences in risk management and silicon intellectual property utilization necessary for professionals to thrive in the field.
CommentsSysadmining Like It's 2009
Organizers have revealed plans for a 2026 summer camp centered around a legacy lab designed to teach system administration using older technology. The event will challenge IT professionals to manage outdated infrastructure, evoking the nostalgic struggles of sysadmining like it is 2009.
CommentsThe Genius of the Barn Owl's Feathers
A barn owl relies on exquisite structural variations in its feathers to achieve the extraordinary ability to hunt in complete darkness using hearing alone. Understanding the mechanics behind this natural acoustic engineering could provide valuable inspiration for designing advanced noise-reduction technologies.
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