MiniMax M2.7 Is Now Open Source

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MiniMax's M2.7 model achieved a 30% performance improvement through self-evolution and demonstrated strong results in software engineering, office productivity, and document work. It is available on HuggingFace with weights for download and deployment, but requires prior written authorization for commercial use.

An Interview with Pat Gelsinger

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Pat Gelsinger, former Intel CEO, now at Playground Global, is evaluating startups and investing in companies that can shape the industry. He believes the future of compute will be heterogeneous, combining classical, AI, and quantum systems.

Phyphox – Physical Experiments Using a Smartphone

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The phyphox team received the Ars legendi-faculty award in 2020 for developing phyphox, an app for academic teaching and physics classes. They also received the teaching award in 2019 from the AG Physikalische Praktika of the German Physical Society.

Apple update looks like Czech mate for locked-out iPhone user

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A US university student is locked out of his iPhone 13 after Apple removed a character from the Czech keyboard in an iOS update. He hopes for a fix in the next update, but may have to restore his device and lose valuable photos.

Tofolli gates are all you need

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Landauer's principle sets a lower bound on erasing one bit of information, but reversible circuits can still provide practical efficiency gains. Reversible circuits like the Toffoli gate can be used to compute any Boolean function, including NAND, but may require more input and output.

The Miller Principle

I had some other principles too but I figured no one would read them…. :)

How We Broke Top AI Agent Benchmarks: And What Comes Next

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An automated scanning agent discovered vulnerabilities in eight prominent AI benchmarks, allowing near-perfect scores without solving tasks. The Agent-Eval Checklist provides a minimum bar for robust evaluation, including isolating agents from evaluators and preventing tampering with evaluation data.

The End of Eleventy

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The Font Awesome team has launched a Kickstarter for Build Awesome, a rebranded version of the static site generator 11ty, which has already reached its funding goal, but many 11ty developers are concerned about the project's direction and potential impact on the open-source community. The rebranding effort has been met with skepticism, with some developers questioning the need for a paid ...

Small models also found the vulnerabilities that Mythos found

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Anthropic's Mythos AI model is not the only solution for AI cybersecurity as smaller, cheaper models can recover similar analysis and detect vulnerabilities. The capability of AI cybersecurity is jagged and doesn't scale smoothly with model size, with the system and security expertise being more important than the model itself.

How Complex is my Code?

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Measuring code complexity for humans is challenging as it involves understanding the mental effort required to comprehend the code, which can be influenced by factors such as familiarity with patterns, working memory load, and coherence. Various metrics like Cyclomatic Complexity, Halstead Complexity, and linguistic complexity measures can provide insights, but ultimately, the cognitive ...

US appeals court declares 158-year-old home distilling ban unconstitutional

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A US appeals court ruled a 158-year-old ban on home distilling unconstitutional, citing it as an improper tax measure. The decision allows individuals to distill spirits at home for personal use or as a hobby.

Pijul a FOSS distributed version control system

Pijul is a free, open-source version control system based on a theory of patches, offering simplicity and scalability. It preserves order and guarantees strong merge properties, modeling conflicts as standard cases.

447 TB/cm² at zero retention energy – atomic-scale memory on fluorographane

Access to this resource has been blocked due to unusual traffic from your network. If you believe this is a mistake, please contact support@zenodo.org with the reference information below.

I run multiple $10K MRR companies on a $20/month tech stack

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The author, a successful bootstrapper, shares their playbook for running a lean startup with minimal costs. They use a single VPS, statically compiled binaries, and local GPU hardware for AI tasks.

Dark Castle

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Return To Dark Castle is a 2008 Macintosh platform game with 63 levels, including 50 new ones. The game follows Bryant as he fights to defeat the Black Knight and rescue Duncan, the original hero.

Apple Silicon and Virtual Machines: Beating the 2 VM Limit (2023)

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You worked as a Mac Admin Intern and researched Apple Silicon Virtual Machines limitations. You found the limitation is implemented in the closed-source XNU kernel, not userspace, and can be overridden by setting hv_apple_isa_vm_quota in the kernel.

Stewart Brand on How Progress Happens

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In 1968, Stewart Brand, a young hippie who had studied biology at Stanford, co-created the Whole Earth Catalog, a “do-everything-yourself compendium” that became a touchstone for both Bay Area counterculture and, eventually, Silicon Valley technologists. “Maintenance: Of Everything,” his new book, is a kind of spiritual descendant of the Catalog—a celebration of the practice of learning how ...

Advanced Mac Substitute is an API-level reimplementation of 1980s-era Mac OS

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Advanced Mac Substitute is an API-level reimplementation of 1980s-era Mac OS that runs 68K Mac applications in an emulator. It launches directly into an application without a startup phase on POSIX-like systems.

Cirrus Labs to join OpenAI

Cirrus Labs joined OpenAI to build tooling for agentic engineers, extending its mission of making engineers more effective. Cirrus Labs will relicense its tools under a permissive license and stop charging licensing fees.

Network Flow Algorithms

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Network flow theory is applied in various fields to model transportation, image segmentation, and other problems. This graduate text presents efficient combinatorial algorithms for network flow problems, including maximum and minimum-cost flows.

Show HN: Pardonned.com – A searchable database of US Pardons

User created pardonned.com to verify claims and easily access pardons data, using Playwright, SQLite, and Astro. They plan to extend the site with analysis and comparison tools to break down pardon composition by President and visualize changes in pardon numbers.

Surelock: Deadlock-Free Mutexes for Rust

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The user created a library called surelock to prevent deadlocks in Rust by using a linear scope token called MutexKey that threads through every acquisition and provides a compile-time witness of the current lock state. The library uses a physical-world analogy where the MutexKey is like a key that is consumed and re-emitted at each lock acquisition, and it also supports incremental ...

How a dancer with ALS used brainwaves to perform live

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Dentsu Lab's Project Humanity translates muscle signals and brainwaves into digital expression for people with physical disabilities. Their technology allows users to interact with software and access virtual spaces like the Metaverse.

How to build a `Git diff` driver

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User plans to blog about creating external commands for git diff, specifically for OpenAPI specs with oasdiff. They will expose more information in output and handle 7 git diff arguments, including /dev/null for created/deleted files.

Why meaningful days look like nothing while you are living them

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A foreigner in Fukuoka took a train to a small town, walked between bronze statues of cartoon pirates, and completed a circuit in his nervous system. This was a pilgrimage, a structure of departure, intention, stations, witness, and return, that unfolded slowly over time.

Optimal Strategy for Connect 4

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A weak solution to Connect 4 was developed using a language that describes perfect play for a small subset of nodes and a small opening tree. This solution uses no search during runtime and fits in about 150 kilobytes.

What is a property?

Property-Based Testing involves combining properties and generators to find bugs, but the traditional model of independent generators and properties is often inadequate due to complex system interactions. A better approach is to use dependent generators that can run computations related to the property, allowing for more accurate and efficient testing.

Software Preservation Group: C++ History Collection

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Bjarne Stroustrup developed C++ from 1979 to 1991, adding features like classes, templates, and exceptions. He released Cfront, the first C++ compiler, in 1985, and continued to improve the language through various releases and documentation.

The Soul of an Old Machine

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The author has a strong attachment to hardware, often choosing unique devices with characteristics not found in others. They've kept many devices running for years, sometimes with community support, and find it rewarding.

Every plane you see in the sky – you can now follow it from the cockpit in 3D