macOS Container Machines

https://repository-images.githubusercontent.com/993475914/123bf50d-9ae2-48d9-94f7-7a345bf82c15
Container machine provides a seamless Linux environment on Mac, offering fast, lightweight, and persistent integration. It allows users to access their Linux environment from any terminal, edit on Mac, build inside, and test applications across various distributions.

Claude Fable 5

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Claude Fable 5 is a state-of-the-art AI model with exceptional performance in various areas, but it comes with risks and requires safeguards to prevent misuse. The model is released with conservative safeguards that trigger in less than 5% of sessions, and a trusted access program will be expanded to allow more users to access its capabilities.

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

Ford's Electric Vehicle Development Center in Long Beach, California, uses a "skunkworks" approach to develop the Universal Electric Vehicle, a highly modular platform for future electric vehicles. The center's design decisions aim to reduce costs and increase efficiency, but its future is uncertain due to the current administration's lack of support for electric vehicles.

Upcoming breaking changes for npm v12

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npm v12 introduces security changes to npm install, requiring explicit opt-in for scripts and Git dependencies. Upgrade to npm 11.16.0, review warnings, and use npm approve-scripts to allow trusted packages.

German ruling declares Google liable for false answers in AI Overviews

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A German court ruled Google directly liable for its AI search overviews, not just a list of search results. The court found Google's AI made false claims about two publishers, which Google couldn't verify or correct.

Rich Sutton on AI creativity and discovery

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The speaker discusses AI's limitations in creativity and discovery, stating that Generative AI can mimic but not truly create.

RIP software hackathons. Long live the hardware hackathon

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The user participated in a hackathon in Vilnius where they created a project that integrated an old rotary phone with a Raspberry Pi and AI agent to play niche music via the Spotify API. They believe hackathons should focus on hardware and innovative projects rather than just coding, and predict a shift towards hardware hackathons in the coming months.

Vibe coding my way to a healthy family: Introducing Gamow Labs

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The user's son Owen was born with breathing issues and underwent ECMO surgery, but a diagnosis of alveolar capillary dysplasia (ACD) was only confirmed after his death. The user developed a system to analyze genetic data and founded Gamow Labs to democratize access to whole-genome sequencing diagnostics.

Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

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The user's Master's thesis involves designing hardware architectures for ultrafast inference and online learning using Kolmogorov-Arnold Networks (KANs). KANs are a natural fit for efficient, expressive LUT-NNs and can be trained on FPGAs for ultrafast inference and online learning.

What it feels like to work with Mythos

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The user tested the first public Mythos-class AI model, Claude 5 Fable, and found it to be a significant leap over previous models, capable of complex tasks with minimal human input. Fable's ability to delegate tasks to other models and generate impressive results with little human oversight raises concerns about the black box nature of AI and the potential loss of human control.

The oldest surviving animated feature film at 100

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Lotte Reiniger made the world's oldest surviving animated feature film, The Adventures of Prince Achmed, in 1926. She was a pioneering female artist who used stop-motion and multiplane camera techniques to create a timeless classic.

Surprise, Pay $1000

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The user tried Blacksmith, a cheaper alternative to GitHub Actions, but was surprised to receive an invoice for overage despite being on a free trial with no credit card. The user decided to continue using Blacksmith due to its benefits, but advises SaaS services to be aware of user expectations regarding free account limits and overage billing.

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

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Exklusive Einblicke und individuelle Angebote: Erleben Sie mit Mercedes-Benz das Maximum aus digitaler Live-PR. Exclusive insights and individual offers: Experience the maximum of digital live PR with Mercedes-Benz.

More Molly Guards

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The user collected various examples of molly guards, which are design elements preventing accidental actions, and discussed their effectiveness and aesthetics. They also shared a personal anecdote about the origin of the term "molly guard."

Premature Optimization Is Fun Sometimes

A colleague is optimizing a connectivity monitoring system by storing ICMP Echo Request data in a tagged union to reduce memory usage. They've also reduced the timestamp precision from nanoseconds to 100 microsecond increments, saving space and future-proofing the system.

If Claude Fable stops helping you, you'll never know

Anthropic has implemented safeguards in Claude to limit its effectiveness for frontier LLM development without user notification. This creates supply chain risk for businesses as they can't trust their infrastructure due to hidden policy restrictions.

I Thought I Knew How Electrolysis Worked [video]

OpenCV 5 Is Here: The Biggest Leap in Years for Computer Vision

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OpenCV 5 is a major release that modernizes the library with a new DNN engine, improved ONNX support, and hardware acceleration. It brings significant performance improvements, better language support, and a redesigned Hardware Acceleration Layer for faster image processing.

Lies we tell ourselves about email addresses

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Email addresses are complex and have many edge cases, including international characters, case sensitivity, and server-specific features that can lead to unexpected behavior. To handle email addresses safely, don't overthink it and use simple client regex for user input, verify addresses with a confirmation code or link, and use citext or COLLATE utf8mb4_general_ci for unique index checks.

CEOs who think AI replaces their employees are just bad CEOs

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CEOs are overhyping AI tools, forcing employees to use them without understanding their limitations. This "AI psychosis" leads to unrealistic expectations and potential layoffs, which may be an excuse for poor hiring decisions.

Test-case reducers are underappreciated debugging tools

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Test-case reducers are tools that can automatically reduce the size of an input to a program, making it easier to debug, and can be used in various ways, including to reduce nondeterminism and drive down the length of program traces. By writing custom interestingness tests, programmers can use test-case reducers to focus on specific properties of the input, such as reducing the length of ...

A giant star may have destroyed itself in one of the rarest explosions

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Grit: Rewriting Git in Rust with agents

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The user created a library-based, memory-safe, and idiomatic Rust reimplementation of Git called Grit, which passes over 99% of the entire Git test suite, but is not tested and should be used with caution. The user used a swarm of agents to accomplish this task, but encountered difficulties with long-running and parallel tasks, and had to adapt their approach multiple times to manage costs ...

Computer Lessons

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A sudden push from the industry,A sudden grant in the fall,By three R's left unguardedThey have entered our study hall.They climb into the curriculum,O’er plans, objectives, and goals,If I try to escape, they surround me,With carrels, consultants, and polls.They almost devour me with data,Hard copy is ever replete,But it beats chalk dust and dittos[1],And the students think that it’s neat ...

Launch HN: Transload (YC P26) – Measuring freight items with CCTV

Julius, Jago, and Nils are building transload, a system that uses existing security cameras to automatically measure freight dimensions in LTL trucking terminals. Their system has two main steps: associating barcode scans with the correct objects in video footage and estimating the objects' dimensions in real-world units.

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

> For Fable 5, Mythos 5, and future models on Bedrock with similar or higher capability levels, Anthropic will require 30-day retention for all traffic on Mythos-class models. Retaining data for a limited period allows Anthropic to detect patterns of misuse that are not visible from a single exchange. Once you opt into data retention, your data will leave AWS’s data and security boundary. ...

Making Graphics Like it's 1993

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The user is developing a side-project called Catlantean 3D, a traditional raycaster first-person shooter with a 256-color palette, aiming to recreate the feeling of early 90s games while using modern tools. The user has implemented various techniques to achieve this, including asset creation, lighting, and animation, and is planning to release the game on Steam in Q1 2027.

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

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Google Chrome is ending support for Manifest V2 extensions, citing technical difficulties and security concerns. Users will need to update to Manifest V3 or switch to alternative browsers like Mozilla Firefox.

WWDC 2026: Apple is Folding

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Apple's Platform State of the Union demo featured an origami app to showcase foldable design. The demo hinted at an upcoming iPhone Ultra with a foldable screen, prompting Apple to prepare developers for adaptable designs.

Value Numbering

Value numbering is a compiler optimization technique that identifies and reuses identical instructions in a program, improving performance by reducing duplicate computations. It can be implemented using local value numbering for linear sequences of instructions or global value numbering for control-flow graphs, with various techniques such as hash-consing, dominator-based iteration, and ...