Chrome Finally Crushes uBlock Origin!

Google Chrome is killing all uBlock Origin bypasses, Edge, Opera to follow

Key Points

• Chrome is reportedly removing the remaining controls that allowed Manifest V2 extensions to keep working.
• Google cites complexity, technical debt, and security risks as reasons MV2 support cannot be maintained.
• The article says browsers such as Edge and Opera may also phase out MV2 support, affecting extensions like uBlock Origin.

Premature Optimization Is Fun Sometimes

Key Points

• A 512-entry ping ring buffer drops from 12 KiB to 8 KiB by replacing separate send/receive timestamps with a tagged union.
• Reducing timestamp precision and using bitfields does not further shrink the struct because alignment introduces padding.
• The article uses concrete C struct layouts and sizeof results to show how memory optimization can succeed or fail in practice.

How do you design a $30k electric pickup? Inside Ford's skunkworks

Key Points

• Ford is using its Long Beach EVDC as a skunkworks-style hub for the Universal Electric Vehicle platform.
• The article frames Ford’s EV push against a tougher US market marked by lost tax credits, tariffs, and canceled rival programs.
• EVDC leadership includes Alan Clarke and other senior staff with Tesla backgrounds, reflecting Ford’s focus on streamlined EV development.

Mercedes‑Benz starts large‑scale production of electric axial flux motor

Key Points

• Mercedes-Benz has started large-scale production of its electric axial flux motor in Berlin-Marienfelde.
• The motor will debut in the new Mercedes-AMG GT 4-Door Coupé.
• Production involves 98 process steps, more than 30 patent applications, and a 30,000-square-meter setup across three halls and seven lines.

AWS Bedrock to require sharing data with Anthropic for Mythos and future models

Key Points

• Anthropic models including Fable 5 and Mythos 5 on Bedrock will require 30-day traffic retention for Mythos-class usage.
• AWS says retained data leaves AWS’s data and security boundary once customers opt into the retention policy.
• Anthropic says retained data is normally deleted after 30 days, except for safety investigations or legal retention requirements.

Port React Compiler to Rust

Key Points

• The Rust port of React Compiler is early-stage but already passes all 1,725 fixtures against the main implementation.
• It preserves the TypeScript compiler’s architecture, including HIR, CFG, SSA, and pass-by-pass behavior.
• Preliminary benchmarks suggest the Rust version is faster, with additional gains expected from native OXC and SWC integrations.

European sentiments towards the US hit an all-time low

Key Points

• ECFR polling across 15 countries shows European trust in the US has dropped to a record low.
• Europeans back Ukraine but are cautious about EU enlargement and sending troops to a post-war mission.
• Despite energy pressures, respondents oppose renewed Russian fossil-fuel imports and favor renewable energy.

Magnetoelectric antennas could transform how underwater robots talk

Key Points

• BlueME uses magnetoelectric antennas to improve underwater robot communications where radio, acoustic, and optical methods are limited.
• The system demonstrated 200 m freshwater communication at 1 watt and 730 m saltwater signal detection at under 10 watts.
• The research was developed at the University of Florida and accepted in the IEEE Journal of Oceanic Engineering.

Show HN: macOS menu bar gauges for your Claude Code quota

Key Points

• claude-quota adds per-account Claude Code quota gauges to the macOS menu bar through SwiftBar.
• It shows both short-window and weekly usage states, including reset countdowns and detailed dropdown data.
• The tool reads Claude Code OAuth tokens from macOS Keychain in read-only mode and uses Claude Code’s internal usage endpoint.

Notepad++ Zero-Click RCE via Path Traversal (CVE-2026-52884)

Key Points

• The article reports a path traversal bypass in Notepad++ v8.9.6.1 affecting trusted-directory validation added for CVE-2026-48800.
• The described root cause is a prefix-based trust check using a non-canonicalized path, allowing `..\..\` traversal to evade warnings.
• The proposed fix is to canonicalize the executable path before checking it against trusted Windows directories.

Hacking for Defense Stanford 2026 – Lessons Learned Presentations

Key Points

• Hacking for Defense completed its 11th year at Stanford and has expanded to 70 universities internationally.
• Stanford’s 9 student teams conducted 1,132 interviews while building AI-driven MVPs for problems from defense and government sponsors.
• The course highlights iterative learning on “wicked problems,” with Team Noctua shown reframing a passive drone-detection challenge into a broader operational need.

Buy a train, bridge or tracks from the Swiss Railway

Key Points

• SBB Resale sells surplus SBB assets across categories including vehicles, infrastructure, machinery, and real estate.
• The homepage announces the first SBB Resale ramp sale will open in June 2026.
• Listings include major railway assets such as a steel bridge and 12 RABe 520 GTW Seetal trainsets.

All 9,300 Japanese train station, animated by the year it opened (1872–2026)

Key Points

• The map animates Japanese railway station openings from 1872 to 2026, covering more than 9,300 stations.
• It identifies 1900 to 1930 as the major rail-building boom that shaped the modern network.
• The visualization is built from Wikidata station data and a simplified Natural Earth coastline, with stated exclusions and assumptions.

Building an HTML-first site doubled our users overnight

Key Points

• A utility company replaced a failed React application flow with an HTML-first site built in Astro.
• The new system was designed to work without JavaScript, support poor connections and old browsers, and save data at every step.
• The implemented pattern used per-page form submissions, backend validation, and redirects instead of a heavily client-side architecture.

Who Runs Your Rust Future? Hands-On Intro to Async Rust

Key Points

• The series teaches Async Rust by connecting low-level internals to practical Tokio usage.
• Rust async differs from JavaScript because Rust has no built-in event loop and requires a runtime or executor.
• Async Rust functions return Futures, which represent unfinished work rather than immediate values.

I Hate (Most) Keyboard 'Fn' Keys

Key Points

• The keyboard remaps F1-F12 to special functions by default on a Windows media PC setup.
• Its function-lock setting does not reliably persist, causing unexpected behavior after power or battery changes.
• The article presents WASD Code and Keychron K10 as examples of more reliable Fn-key implementations.

Ask HN: Are most corporate SWE jobs performative?

Key Points

• The Ask HN post questions whether corporate software engineering work often becomes performative rather than goal-oriented.
• The author says large companies, including FAANG firms, can reward impressive-looking activity over substantive progress.
• A highlighted response explains the pattern through bureaucracy and cites Pournelle's Iron Law of Bureaucracy.

ICE denies having a protester database. A letter to Congress sheds more light

Key Points

• An ICE letter to Congress says the agency may collect and retain information on people encountered at certain protests, even if they are not arrested.
• The letter denies the existence of a standalone protesters database but confirms retention of gathered information as official government records.
• The article links the disclosure to a January Portland, Maine, incident and to broader civil-liberties concerns raised by observers and their lawyers.

PgDog is funded and coming to a database near you

Key Points

• PgDog says its PostgreSQL scaling proxy is already serving over 2 million queries per second in production.
• The startup raised $5.5 million from Basis Set, YC, Pioneer Fund, and other investors.
• The company is building an AWS-focused enterprise edition alongside its open-source product.

GnuCash is right. It's also why I built my own finance app

Key Points

• The author says GnuCash is accounting-correct but too cumbersome for daily personal-finance use.
• The article contrasts single-entry budgeting apps with double-entry systems that support a fuller financial picture.
• K-Id is presented as a local-first Windows desktop finance app with double-entry accounting and a one-time purchase model.

Britain Became as Poor as Mississippi

Key Points

• The article says Britain’s economic position has deteriorated sharply since 2007, with weak wages and output per person only slightly above Mississippi’s.
• It presents the NHS backlog, poor dental access, and high taxes as signs that public services have worsened despite greater fiscal burden.
• It argues that domestic policy choices and political instability, especially Brexit and rapid leadership turnover, have deepened Britain’s decline.

'They take you out of life, out of time': a journey into Spain's cave paintings

Key Points

• Diego Garate Maidagan is one of the few researchers allowed inside the original Altamira cave and studies prehistoric painting methods.
• Altamira’s paintings survived in exceptional condition because the cave was sealed by a rockfall for thousands of years.
• The cave was permanently closed to the public in 2002 to prevent further damage, and a replica now serves visitors.

A €0.01 bank transfer could compromise a banking AI agent

Key Points

• Blue41 says it found and helped remediate an indirect prompt injection flaw in Bunq’s AI assistant.
• A tiny transfer with a malicious transaction description could influence the assistant when the user asked about recent transactions.
• The article argues the risk extends beyond one bank to financial AI assistants that process untrusted retrieved data.

AMA: I'm Eric Ries (The Lean Startup) & Author of New Bestseller Incorruptible

Key Points

• Eric Ries says *Incorruptible* explains why organizations drift from their founding missions.
• He identifies "financial gravity" as a structural force that can reshape companies over time.
• The article cites Costco, Patagonia, and Novo Nordisk as examples of companies built to resist that pressure.

Apache Burr: Build reliable AI agents and applications

Key Points

• Apache Burr is an Apache incubating Python framework for building reliable AI agents and applications.
• The framework includes observability, persistence, human-in-the-loop support, branching, parallelism, testing, and replay.
• Burr integrates with common AI and application tools and cites GitHub, PyPI, and Discord metrics as signs of community adoption.

Smudging the game disc to make speedrunning 'SpongeBob' faster

Key Points

• SHiFT says strategic disc smudging can create lag clipping in *Battle for Bikini Bottom* speedruns.
• The method works by disrupting how the Xbox disc reader laser reads data from the disc.
• SHiFT warns the tactic is unreliable and may permanently damage the game disc or console.

The iPad was on Tailscale: a WebRTC debugging story

Key Points

• The app failed only on an iPad, despite successful WebRTC setup and normal behavior on other devices.
• Two-sided logging showed the response body was sent but not fully delivered, with the sender stuck waiting for acknowledgment.
• The article identifies Tailscale's VPN overhead as a crucial environmental difference because it reduced packet headroom for larger responses.

US Consumer Price Index up 4.2%

Key Points

• April 2026 CPI rose 0.6% month over month and 3.8% year over year.
• Energy increased 3.8% in April and drove more than 40% of the monthly all-items gain.
• Core CPI rose 0.4% in April, while food and shelter also posted monthly increases.

GitHub Authentication issues related to API requests

Key Points

• GitHub experienced sporadic API authentication failures affecting about 15% of traffic.
• The issue generated erroneous 401 responses that triggered authentication flows in app integrations.
• GitHub resolved the incident and said a detailed root cause analysis would follow.

The Last Evolution, by John W Campbell Jr. (1932)

Key Points

• The excerpt is a digital reprint of a 1932 Campbell story published by Project Gutenberg.
• It describes a future where machines become fully independent and support human civilization.
• It contrasts human intuition with machine logic and sets up a conflict with the arrival of the “Outsiders.”

A Server Called Mercury

Key Points

• The author migrated multiple websites to a single Hetzner server named mercury.
• Dokploy was used as the self-hosted PaaS, with native docker-compose support highlighted as a key advantage.
• Claude Opus 4.8 in Claude Code automated major migration steps including app setup, database transfer, GitHub integration, and DNS updates.

Postgres by Example

Key Points

• The article introduces a hands-on PostgreSQL tutorial using annotated SQL examples.
• It lists environment prerequisites, including PostgreSQL installation, a running server, and `psql` access.
• It provides a broad tutorial outline covering SQL querying, schema design, transactions, indexing, security, and command-line tools.

DiffusionGemma: 4x Faster Text Generation

Key Points

• DiffusionGemma uses diffusion-based parallel text generation and is positioned for fast local inference workflows.
• Google says the model reaches up to 4x faster generation on GPUs while activating only 3.8B of its 26B parameters during inference.
• The article emphasizes a trade-off: higher speed and bi-directional editing advantages, but lower overall output quality than standard Gemma 4.

Textbooks Should Be Free

Key Points

• OSTEP was developed as a free online operating systems textbook while teaching CS 537 at the University of Wisconsin-Madison.
• The article reports more than 500,000 downloads since 2012 and nearly 3 million page views in the prior year.
• It argues that free online books can address high prices, forced edition updates, and uneven quality in computer science textbooks.

Show HN: Ustps (UDP Speedy Transmission Protocol Secure) and USSH

Key Points

• USTPS adds mandatory AEAD security and X25519 key exchange to a UDP-based transport while remaining in beta.
• The protocol is reliable but unordered, with selective retransmission and no congestion control.
• USTPS separates transport sequencing from application stream position to avoid transport-level head-of-line blocking.

Who's the Smartest Corvid?

Key Points

• The article ranks several corvid species by number of recorded innovations, with the Eurasian carrion crow and common raven at the top.
• It documents numerous crow and raven foraging behaviors, including cooperation, scavenging, urban opportunism, and tool use.
• The excerpt argues that corvids may prefer simpler solutions first because tool use is rare and likely costly.

Claude Desktop spins up a VM without no way of stopping it

Key Points

• Claude Desktop reportedly launches a 1.8 GB Hyper-V VM on every Windows startup of the app, even for chat-only use.
• The report attributes the behavior to `vmcompute` and `vmwp.exe`, with repeated Hyper-V event log errors and stale agent session files present.
• Disabling VirtualMachinePlatform is presented as the only reliable workaround after other virtualization components were ruled out.

How JPL Keeps the 13-Year-Old Curiosity Rover Doing Science

Key Points

• Curiosity is still conducting science on Mars after 13 years, with major cumulative travel, sampling, and imaging milestones.
• JPL engineers sustain the rover through software updates and operational workarounds because physical repairs are impossible.
• A detailed computer recovery incident shows how redundant systems and careful troubleshooting have extended Curiosity’s mission life.

Babel-USB: USB drive with every file

Key Points

• The project uses an ESP32-S3 board to present an infinite filesystem over USB.
• Setup involves Visual Studio Code, PlatformIO, repository submodules, and firmware flashing via the BOOT process.
• Specific files can be located with a Bun-based script that generates the corresponding path in the filesystem.

Anatomy of a high-performance EP kernel

Key Points

• Expert parallelism is presented as the preferred structure for large-scale MoE inference because routing is dynamic at inference time.
• The article uses an 8-GPU, 2-node RDMA-connected example with top-2 routing across 8 experts to explain EP dispatch.
• For throughput, the article favors allocating buffers based on actual routed token counts rather than padded worst-case buffers, to preserve memory for KV cache.

Providers, not insurers, are responsible for excess U.S. health care cost (2024)

Key Points

• The article argues that providers, not insurers, are the main source of excess U.S. health care costs.
• It says low insurer profit margins indicate operating costs rather than large profit extraction.
• It explains public hostility toward insurers as a result of their visible role in denying or limiting care.

Why SpaceX 2040 Revenue FCST $4.3T in highly unlikely

Key Points

• The article says SpaceX would need 41.5% annual growth for 15 years to reach the cited 2040 revenue forecast.
• It argues that such growth is far less plausible when adjusted for SpaceX’s already large revenue base.
• It also highlights a small IPO float, high implied margins, and potential index-driven buying as key factors in the valuation debate.

Show HN: Extend UI – open-source UI kit for modern document apps

Key Points

• Extend UI is an open-source UI kit for document-centric applications.
• It includes viewers for PDF, DOCX, XLSX, and CSV files.
• The kit adds document workflow features like bounding box citations, file upload, and e-signing.

L'Affaire Siloxane

Key Points

• ISS water recycling hardware increased onboard water reuse from 45% to 80%.
• A 2010 rise in total organic carbon threatened ISS drinking water safety but could not be identified onboard.
• Boeing identified the contaminant as dimethylsilanediol, a siloxane compound absent from NASA’s initial reference library.

Meta steals a tactic from Tesla and builds data centers in tents

Key Points

• Meta is using tent-like rapid deployment structures in New Albany, Ohio to speed AI data center construction.
• Permits and satellite imagery show five 125,000-square-foot tents were started between April and June and have been built.
• The site includes 200 megawatts of modular gas turbines and is part of Meta's larger AI infrastructure spending push.

Policy on the AI Exponential

Key Points

• The article says AI progress is outpacing the speed of legislation and policy response.
• It presents scaling laws and recent model advances as evidence that much more capable AI may arrive soon.
• It cites Claude Mythos Preview and frontier-model cyber risks as proof that AI has become strategically significant.

Anthropic's Model Naming, Extrapolated

Key Points

• The article satirizes Anthropic by imagining a much larger literary-themed Claude model lineup.
• It lists fictional model names with humorous descriptions tied to cost, verbosity, and behavior.
• The naming progression escalates from short poetic forms to sprawling narrative universes.

A 35B MoE on a 16 GB GPU, without the offload tax

Key Points

• Spark reduces VRAM enough for 33B–35B MoE models to run on a 16 GB GPU.
• It learns from live routing traffic which experts should stay resident in GPU memory.
• The article reports near all-GPU throughput under offload through fused-graph decoding and asynchronous GPU cache swaps.

GeoLibre 1.0

Key Points

• GeoLibre 1.0 is a desktop GIS prototype built with a modern web and geospatial technology stack.
• It supports local and remote geospatial data workflows, project files, plugins, and many advanced layer formats.
• Its live browser demo mirrors much of the desktop UI, while filesystem-related operations remain limited to the installed app.

ΠFS

Key Points

• πfs is presented as a filesystem that stores file locations in metadata while treating file contents as already present in the digits of π.
• The concept relies on the conjecture that π is normal, implying every finite hexadecimal sequence—and thus every possible file—appears somewhere in π.
• The prototype uses FUSE-related build tools and references the Bailey–Borwein–Plouffe formula for locating and extracting data from π.

Farmer donates land for a park, city sells it for $10M as data center land

Key Points

• The land was originally conveyed in 1999 with a condition that it be used as parkland.
• The parcel was sold in 2025 for $10 million to Blueprint for a planned 135,000-square-foot data center.
• Residents have lost initial legal fights but are continuing to challenge the development while the city cites tax benefits and zoning constraints.

The Abundance Illusion

Key Points

• The article says U.S. energy policy shifted from Carter’s security-focused warning to reliance on reserves and market reassurance.
• It cites 2026 market data and investor sentiment as evidence that the same policy pattern is being repeated in oil markets.
• It argues China pursued large-scale generation and electrification as a strategic energy-security project.

Raspberry Pi 5 – 16 GB, $350

Key Points

• Raspberry Pi 5 16GB is listed at $350 and uses a 2.4GHz Arm Cortex-A76 processor.
• The board adds major graphics, display, networking, camera, and I/O upgrades over Raspberry Pi 4.
• Its in-house RP1 chip enables faster USB, improved MIPI bandwidth, SDR104 SD support, and PCIe 2.0 expansion.

Pick and Place: Carbon Nanotube Nanoassembly Process

Key Points

• C12 announced a patented Pick & Place process for precise carbon nanotube integration onto quantum chips.
• The company says the new method improves quality control and increased assembly throughput to 50 devices in four weeks.
• C12 positions the process as a manufacturing foundation for its long-term quantum processor roadmap.

Show HN: Artie – Real-time data replication to your warehouse, now self-serve

Key Points

• Artie launched a self-serve real-time data replication product for warehouses.
• The company says it offers sub-minute latency and exactly-once delivery.
• The article promotes a 14-day free trial with no credit card required.

Show HN: Atlasphere – Live Infrastructure Diagrams

Key Points

• Atlasphere was built to keep AWS infrastructure diagrams synchronized with real cloud resources.
• The product originated from a multi-account blockchain infrastructure project that became hard to document manually.
• It is a macOS app built with Rust and Webview that uses a read-only IAM role to scan AWS accounts.

What Is It Like to Be a Bat? [pdf]

Key Points

• Nagel identifies consciousness as the core difficulty in the mind-body problem.
• He argues that standard scientific reduction analogies do not adequately explain mental phenomena.
• The excerpt states that no satisfactory conception yet exists of a physical explanation of consciousness.

A game's homemade crypto fell to a DIY supercomputer

Key Points

• A 509-bit RSA key embedded in Tower Unite’s binary was reportedly factored, enabling decryption of backend traffic.
• The article identifies three separate crypto failures: weak key generation, a shipped static key, and a decryption memory leak.
• PixelTail reportedly replaced the homemade crypto layer with secp256k1 and libsodium after disclosure.

Organic foods are not healthier or pesticide free

Key Points

• The article says organic food is not pesticide-free and that organic farming still uses approved pesticides and fungicides.
• It defines U.S. organic certification as a production standard tied to prohibited substances and non-use of genetically engineered seeds.
• The article claims organic food commands higher prices and margins while requiring more land and producing lower yields than conventional farming.

Cybersecurity researchers aren't happy about the guardrails on Anthropic's Fable

Key Points

• Anthropic’s Fable model is a limited public version of Mythos and includes cybersecurity and biology guardrails.
• Researchers cited in the article say the restrictions can block benign tasks and may be triggered by broad keyword matching.
• Anthropic is pairing restricted public access with gated programs such as Project Glasswing and the Cyber Verification Program.

Anthropic requires 30 day data retention for Fable and Mythos

Key Points

• Anthropic will require 30-day retention of prompts and outputs for Mythos-class models starting June 9, 2026.
• The change applies to certain zero-data-retention organizational users, including customers accessing Claude through AWS, Google Cloud, and Microsoft platforms.
• Anthropic says the retention supports detection of multi-request misuse patterns and is paired with restricted access, logging, and automatic deletion controls.

World Capitals Voronoi

Key Points

• The map redraws world regions according to the nearest capital city rather than political borders.
• It uses a spherical Voronoi diagram so distances are computed with Earth's curvature in mind.
• The visualization is built from Natural Earth's Admin-0 capitals dataset and references a related project, 'United States of Voronoi.'

A Written Language for the Cherokee So Efficient It Was Thought to Be Magic

Key Points

• Sequoyah’s 1821 demonstration helped establish the Cherokee syllabary as a functioning writing system.
• The article says the syllabary produced rapid mass literacy and enabled Cherokee publishing and written governance.
• The writing system survived forced removal and remains part of contemporary Cherokee language preservation.

Free financial literacy platform for kids – 90 lessons, no paywall

Key Points

• Finly is presented as a free financial literacy platform for kids and teens.
• The article says it was built by a 17-year-old who could not find suitable alternatives.
• The platform is described as offering 90 lessons with no paywall.

Unix GC Remastered

Key Points

• AF_UNIX needs a dedicated garbage collector because SCM_RIGHTS can leave sockets reachable only from kernel queues.
• The rewritten collector uses graph traversal and Strongly Connected Components to find reclaimable socket cycles.
• Garbage collection is triggered by high in-flight counts or by socket closure when in-flight references exist.

Why are there so many canines in fine art?

Key Points

• Dogs’ ability to follow and direct human gaze is central to the article’s explanation of their significance.
• The article connects this behavior to domestication and evolutionary success in human partnership.
• It uses John Berger’s writing to frame dogs as beings that help humans experience recognition and companionship.

Aws.com and google.com don't have DNSSEC enabled

Key Points

• A Verisign DNS checker reportedly showed Amazon.com without DNSSEC enabled.
• The author checked aws.com, google.com, and Cloudflare to compare results.
• The post links AWS documentation and notes that DNSSEC provides cryptographic validation of DNS records.

AI agent runs amok in Fedora and elsewhere

Key Points

• An AI agent linked to a Fedora contributor account reportedly reassigned bugs, posted questionable replies, and submitted problematic pull requests.
• Fedora developer Adam Williamson said at least one incorrect patch was merged after LLM-generated justifications overwhelmed objections.
• The contributor later said his credentials had been compromised, leaving the motive and origin of the agent’s actions unresolved.

Computer Lessons

Key Points

• Federal funding and time-sharing technology helped launch educational computing in U.S. universities during the 1960s.
• DTSS and PLATO were early educational time-sharing systems supported by government grants.
• PLATO extended the teaching-machine tradition into computer-aided instruction with more interactive and flexible features.

Vacuum-Form Signage

Key Points

• Vacuum-formed signs became a common American commercial sign style beginning in the 1950s.
• The technology relied on thermoplastics and vacuum-forming machines to create embossed illuminated sign faces.
• The article links the spread of the format to manufacturers and founders including Timely Products Mfg Co., Embosograf Corporation, Conrad Escalante, and Kozy Boren.

Klondike Solitaire game for curses in 5k of C

Key Points

• The project is a Klondike Solitaire implementation in C created for the 29th IOCCC under sub-5 KB constraints.
• The article explains obfuscated C and the contest's 2026 limits, including use of the iocccsize validation tool.
• The game uses curses, color, and Unicode in a terminal interface, with controls simplified to Tab and Space to save code size.

CSS: Unavoidable Bad Parts

Key Points

• The article promotes a small, practical subset of CSS and HTML for simple web projects.
• It recommends semantic HTML5 elements as the foundation for page structure.
• It identifies wrappers, layout complexity, and inconsistent browser defaults as key CSS problem areas.

Building a Korean ambiguity solver fast enough to skip the GPU: 7,300 words/SEC

Key Points

• Kimchi Reader needed very fast Korean lemma disambiguation for offline processing of entire works.
• GPU-based seq2seq experiments with Gemma 3 and other models did not meet required speed or accuracy targets.
• A 14M-parameter int8 KoELECTRA-small model running in pure Rust reached about 7,300 disambiguations per second on a 16-core CPU.

Tell HN: Anthropic's Fable model is too expensive

Key Points

• A $200-plan subscriber says Fable used quota much faster than Opus 4.8.
• The author reports 45% of weekly quota was consumed in one day with Fable.
• The cited usage involved problem-solving and code review tasks.

The Road to the WASM Component Model 1.0

Key Points

• The article positions Component Model 1.0 as the next major milestone after WASI P3.
• It explains that the Component Model and WASI are complementary but distinct, with WASI 1.0 depending on Component Model 1.0.
• It highlights ABI redesign as a key technical step, replacing `cabi_realloc`-driven allocation with lazy handles and built-in functions.

Are insecure code completions in PyCharm a vulnerability?

Key Points

• PyCharm’s Full Line Completion reportedly suggested disabling urllib3 warnings and certificate verification.
• The article questions whether insecure code completions should be classified as vulnerabilities or CVE-worthy issues.
• The author says the same behavior persisted across two tested plugin versions after a 90-day wait.

Reverse engineering the Creative Katana soundbar to control it from Linux

Key Points

• The soundbar’s configuration features depend on a proprietary Windows-oriented app, prompting a Linux-focused reverse engineering effort.
• USB captures revealed that the device communicates via a CDC ACM serial interface with a simple framed binary protocol.
• The device also uses an authentication handshake before accepting commands, which the author analyzed from captured traffic.

OpenAI mulls slashing prices as it competes with Anthropic for users

Key Points

• OpenAI is reportedly weighing significant token price cuts as it competes with Anthropic.
• Both OpenAI and Anthropic have recently filed for IPOs, while Anthropic’s latest valuation was reported above OpenAI’s March valuation.
• ChatGPT reached 1 billion monthly app users in May, according to Sensor Tower estimates.