GPT-5.6

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OpenAI launches GPT-5.6 (Sol, Terra, Luna), with Sol leading in coding, cybersecurity, and science efficiency, outperforming prior models and competitors. Enhanced ultra mode, cost-effective tiers, and robust safeguards boost performance-per-dollar and safety for diverse professional tasks.

GLM 5.2 is nearly as accurate as a human book keeper

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GLM 5.2 prepared a nearly perfect UK SME VAT return with 59 transactions in 68 minutes at 2.73 USD, achieving a 7p net error but misclassifying share capital and confusing VAT categories. Despite minor errors, the model demonstrated AI's potential to automate bookkeeping, reducing costs compared to human accountants.

ChatGPT Work

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ChatGPT Work automates complex, multi-step tasks across apps and files using GPT-5.6, streamlining workflows like budget analysis and campaign creation. It integrates with tools like Slack and Google Drive, supports scheduled tasks, and offers enterprise security, rolling out to Pro, Enterprise, and Edu plans.

Show HN: 18 Words

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Play 18 Words: a fast daily word challenge. Solve each scrambled word before the timer runs out and see how many of 18 you can survive.

EU Parliament greenlights Chat Control 1.0

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The European Parliament allowed the interim "Chat Control 1.0" regulation to pass, permitting mass scanning of private communications until 2028. Negotiations for a permanent regulation will resume in September, with the EU Parliament pushing for targeted detection orders and stricter security standards.

Hy3

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Hy3 outperforms similar-size models and rivals larger open-source models in productivity tasks, achieving 2.67/4 in expert evaluations. It addresses stability, hallucination, and context retention issues, is open-sourced under Apache 2.0, and reduces API costs.

How to Start a Ruby Meetup

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A practical guide to launching and sustaining a Ruby meetup emphasizes securing a venue, promoting through direct outreach, and fostering community through consistent events. It highlights maintaining momentum via adaptable formats, inclusive culture, and shared leadership to ensure long-term growth and community impact.

Buried Apple Feature Turns an iPhone into the Perfect Kids' Dumb Phone

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A parent uses iOS 17's Assistive Access to create a secure, limited-app "dumb phone" for their child, blocking internet/social media while retaining tracking and essentials. The setup repurposes old devices affordably, though Apple undermarkets this feature despite its child-safety benefits.

Train SIM Created by Just One Person Is Being Called the Best Ever Made

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Running Train, a hyper-realistic train sim by solo dev Novatetsu Games, blends fictional Japanese landscapes with intricate details like logical powerlines and weather effects, offering immersive gameplay through precise controls or free camera exploration. Praised for its stunning realism and dedication to detail, it’s hailed as a top-tier simulation with plans for expanded routes and features.

Girls Just Wanna Have Fast MPMC Queues with Bounded Waiting

The author designed a lock-free queue using atomic counters and state/data buffers, initially mistakenly labeled as wait-free; it ensures bounded wait times but risks overflow with extreme usage. Benchmarks show good scalability, though performance peaks vary with core utilization, and drivable operations help mitigate head-of-line blocking.

A possible future for Damn Interesting

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Alan Bellows, founder of Damn Interesting, is launching a fundraiser to regain time for the project after transitioning to a full-time job, which has limited his ability to write and manage the site. The goal is to counter the influx of AI-generated content by funding more long-form articles, with donations separate from regular operational expenses.

TLS certificates for internal services done right

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The article explains securing internal services (like Grafana) with split-horizon DNS and a reverse proxy (nginx) using ACME (Let's Encrypt) certificates, avoiding self-signed cert issues. It leverages a WAF via nginx and NetBird's Custom Zones to restrict access, ensuring TLS works seamlessly for both internal and external clients without manual client-side trust configurations.

Wildcard (YC W25) Is Hiring a Founding Engineer

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Wildcard, a fast-growing agentic commerce platform, seeks a Founding Engineer to build infrastructure and product for AI-driven retail optimization. The role requires owning end-to-end systems, leveraging AI tools, and shaping product direction with direct impact on company success.

The glass backbone: Why the Army's logistics will break in the next war

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The US Army's efficiency-driven sustainment model, optimized for permissive environments, is ill-suited for modern multidomain warfare, where survival under persistent attack determines victory. Historical and contemporary conflicts show that centralized logistics collapse under attrition, demanding decentralized, survivable sustainment networks to match industrial-scale combat endurance.

Why the Next Era of AI Is About Infrastructure, Not Just Models

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From 2022-2026, enterprises shifted from AI experimentation to production, facing fragmentation, cost unpredictability, and governance gaps as models commoditized. Otari addresses this by providing an open-source control layer to manage AI infrastructure, prioritizing operational efficiency, compliance, and ownership over model choice.

Muse Spark 1.1

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Show HN: Getting GLM 5.2 running on my slow computer

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colibrì runs GLM-5.2 (744B MoE) on 25 GB RAM via int4 quantization, disk-streamed experts, and C-based zero-dependency engine, achieving lossless inference with speculative decoding and adaptive caching. It leverages AVX2, MTP heads, and batched expert reads, but requires NVMe SSDs and careful hardware management due to disk I/O and wear risks.

Launch HN: Context.dev (YC S26) – API to get structured data from any website

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Context.dev offers an API for web scraping, brand data extraction, and logo retrieval, with plans from Free to Enterprise. It includes self-service sign-up, a startup discount, and supports AI agents with tiered pricing and scalable credits.

Opinionated and Easy Pi.dev Configuration

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One command installs 60+ community skills, 67 themes, MCP support, sub-agent support, Claude Code CLI provider support, memory, and more. You're left with a curated starting point that gets you an exciting, useful experience immediately, without the research and configuration tax.

No leap second will be introduced at the end of December 2026

The IERS confirms no leap second will be added at the end of December 2026, keeping UTC-TAI at -37 seconds. Leap seconds may occur in June or December based on UT1-TAI, with updates provided every six months via Bulletin C.

Show HN: I mapped 8.5M research papers into an interactive atlas

Loading the full 3M-paper set (~45 MB of binary point buffers). Takes 10–20 seconds. After this it’s cached — pan and zoom are instant. If you’re on a slow connection or mobile, consider browsing /paper pages first — the atlas is the heaviest surface on the site. Streaming the arXiv corpus — the legend, field lens, and per-paper insights light up here once it lands.

Show HN: Analog Watch

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A minigame where you read 3 analog clocks as fast as you can. Daily challenges and freeplay modes.

Meta reuses old RAM in new servers with custom bridge chip

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Meta developed Vistara, a custom chip to reuse older memory in new servers, improving efficiency and reducing costs. This technology can help address the rising memory prices and shortage, which may last until 2027.

Show HN: Pylon Sync, an agent-first full-stack realtime framework

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Pylon keeps rules, commands, generated types, local data, and logs inside the workflow. Your agent can scaffold, run, debug, and deploy without guessing which console owns the next step. New apps include AGENTS.md, and the Pylon skill installs with npx skills add pylonsync/pylon. The agent reads the conventions before it edits code. npm create @pylonsync/pylon scaffolds the app. pylon dev ...

Show HN: Abralo – Free, easy way to run several Claude Code agents in one window

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Abralo simplifies managing multiple Claude Code agents with a lightweight, cross-platform interface that tracks per-project agents and alerts when input is needed. It's free for up to four agents, requires no account, and offers native macOS, Windows, and Linux builds alongside an honest comparison to other tools.

How to Follow a Drummer

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DRUMMATE is a system where drummers lead tempo and dynamics, with electronics adapting via a phase-locked loop that smooths tempo shifts and ignores syncopation, avoiding rigid clocking. It prioritizes human-like "coasting" during uncertainty and real-time scheduling to maintain groove, contrasting with DJ software's lookahead and rigid quantization.

AI changes the economics of software rewrites

The model's performance is determined by its training data and context, with established patterns in popular tech stacks giving it an advantage. A codebase rewrite can help rebuild around clear patterns, leveraging AI strengths and reducing the time spent on teaching it proprietary languages.

New open access book on history of computers and politics

You don't have permission to access "http://mitpress.mit.edu/9780262053198/simpolitics/" on this server.

What the New Executive Order Means for Secure Software Delivery in Government

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On June 2, 2026, the White House issued a new Executive Order for “Promoting Advanced Artificial Intelligence Innovation and Security.” Voluntary collaboration between government and the private sector to harden systems and accomplish the first two Facilitate access to cybersecurity tools and services including, where appropriate, covered frontier models for agencies Reading across the EO, ...

Spider venom kills varroa mites without harming honeybees

Researchers found peptides in Tasmanian cave spider and giant Japanese funnel-web spider venom that can kill varroa mites without harming honeybees. These biodegradable peptides could lead to a sustainable treatment for varroa mite infestations in honeybee hives.