A hidden workforce behind Meta’s new smart glasses

https://svd.vgc.no/v2/images/39c06f7d-5091-48ce-bdf8-766d247a5cfe?fit=crop&format=auto&h=946&q=80&upscale=true&w=650&s=1d62e6cc429ff9a065defde545c9f6d1bf23cab5
Meta's smart glasses collect user data, including private videos and conversations, which are then processed by subcontractors in Kenya. The data is shared with Meta's AI systems, raising concerns about user privacy and data protection.

British Columbia is permanently adopting daylight time

https://i.cbc.ca/ais/e05ac456-325f-4c44-be1c-7a8afbc5f642,1772483908625/full/max/0/default.jpg?im=Crop%2Crect%3D%281%2C0%2C1289%2C725%29%3BResize%3D620
British Columbia will permanently adopt daylight time after March 8, ending clock changes. Residents have 8 months to prepare for the change, set for November 1, 2026.

Ars Technica fires reporter after AI controversy involving fabricated quotes

https://futurism.com/wp-content/uploads/2026/03/ars-technica-fires-reporter-ai-quotes.jpg?quality=85&w=1152
Ars Technica fired senior AI reporter Benj Edwards after an article with AI-fabricated quotes was retracted. Edwards took responsibility for the error, saying he used an AI tool while sick and made a serious journalistic mistake.

Show HN: I built a sub-500ms latency voice agent from scratch

https://www.ntik.me/voice-agent-essay/agent-logs.png
The author built a custom voice agent from scratch, achieving a 2x latency improvement over off-the-shelf providers like Vapi, by optimizing model choice, pipelining the agent turn, and carefully managing geography and service placement. The key takeaway is that voice is an orchestration problem, requiring careful coordination of multiple models and services in real-time, and that building a ...

Simple Screw Counter

https://mitxela.com/img/uploads/laser/screwcounter/nut-dispenser1.jpg
The user created a precision clock kit business and automated parts counting with a laser-cut nut and screw dispenser. The user improved the design with a longer track and a small hopper for weight reasons.

Seed of Might Color Correction Process (2023) [pdf]

The text discusses limitations in color space and display for the Dragon Ball series, specifically referencing 8-bit displays and the potential for 10-bit HDR if original film negatives were available.

First in-utero stem cell therapy for fetal spina bifida repair is safe: study

https://health.ucdavis.edu/media-resources/contenthub/health-news/2026/2/body/Tobi.jpg
UC Davis Health researchers successfully combined fetal surgery with stem cells to treat spina bifida in a Phase 1 clinical trial, showing great safety and potential for improved outcomes. The trial, funded by a $9 million state grant, aims to enroll 35 patients to evaluate long-term safety and improved movement.

New iPad Air, powered by M4

https://www.apple.com/newsroom/images/2026/03/apple-introduces-the-new-ipad-air-powered-by-m4/article/Apple-iPad-Air-M4-multitasking-260302_big.jpg.large.jpg
Apple announced the new iPad Air with M4, offering a big jump in performance at the same starting price. The new iPad Air features a faster CPU and GPU, improved AI capabilities, and Wi-Fi 7 connectivity.

How to Build Your Own Quantum Computer

The website is temporarily blocked due to security reasons after a suspicious action was detected. Please email the site owner with the Cloudflare Ray ID and details of the action that triggered the block.

Intent-Based Commits

https://opengraph.githubassets.com/9a7e69cfc0493ccc0949448336f5d0b03477089d7deccce8eea4b4925e464931/adamveld12/ghost
Ghost is a CLI wrapper around Claude Code that flips the git workflow: instead of committing code, you commit prompts. Claude generates the artifacts; the commit captures both the intent and the output. Your git history becomes a chain of prompts + their results. Every ghost commit answers: what did I want to happen here? Not what bytes changed. Each commit is reproducible from its prompt — ...

Moldova broke our data pipeline

https://www.avraam.dev/images/moldova.png
This is one of those funny stories about a bug you want to remember to tell your grandkids before bed (omg, what a terrible grandpa I'm going to be). Anyway, a few days ago our DMS replication started failing. Redshift was rejecting rows. The pipeline was choking. Nothing had changed in the pipeline, how on earth was that happening? The culprit? Moldova. A land between Romania and Ukraine ...

Against Query Based Compilers

https://matklad.github.io/assets/2026-02-25-against-query-based-compilers/1.svg
Query-based compilers use incremental computations to optimize compilation by re-computing only affected parts of the code, but its effectiveness is limited by the dependency structure of the source language. Language designers can leverage language semantics to manually cut compilation tasks into coarse-grained chunks, making incremental compilation more efficient and effective.

The Cathode Ray Tube site

https://www.crtsite.com/image/fadenstrahlrohre.jpg
The Finebeam tube is used with Helmholtz coils to measure electron charge to mass ratio and was used in classroom demonstrations. It was made by the German NEVA factory until 1969.

Motorola announces a partnership with GrapheneOS

https://motorolanews.com/wp-content/uploads/2026/02/2024_MOTOROLA_B2B_PHOTOS_150dpi_44-1.png
Motorola announced new consumer and enterprise solutions at Mobile World Congress, including a partnership with GrapheneOS Foundation for enhanced security. The company introduced Moto Secure and Moto Analytics to expand its B2B ecosystem with advanced security and operational insights.

Show HN: Govbase – Follow a bill from source text to news bias to social posts

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RCade: Building a Community Arcade Cabinet

https://www.frankchiarulli.com/building-the-rcade/complete-rcade.jpg
The RCade is a custom arcade cabinet at the Recurse Center that runs community-created games, with a deployment system that makes it easy for anyone to ship a game in minutes. The project involved building custom hardware and software, including a display adapter and input controllers, to create a unique gaming experience for Recursers.

Launch HN: OctaPulse (YC W26) – Robotics and computer vision for fish farming

Rohan and Paul, co-founders of OctaPulse, are building a robotics layer for seafood production, starting with automated fish inspection, to address the $350B global industry's lack of data visibility. They're using computer vision and robotics to handle live fish in humid and wet environments, and are seeking feedback from experts in computer vision, edge deployment, and aquaculture.

The 185-Microsecond Type Hint

https://blog.sturdystatistics.com/posts/type_hint/fix.png
A Clojure implementation of Roughtime protocol for secure time synchronization was optimized by replacing a complex function call with a single CPU instruction, resulting in a 13x improvement in end-to-end benchmark. The improvement was due to removing a reflective barrier that forced the runtime onto generic and slower paths, allowing the JIT to inline and parallelize the code effectively.

Programmable Cryptography

https://0xparc.org/static/pc_tech_tree.png
Programmable cryptography is a new generation of cryptographic primitives that enable general-purpose computation inside or on top of cryptographic protocols, allowing for powerful new properties and applications such as universal protocols and cryptomata. This technology has the potential to transform the way we build computing systems, enabling greater privacy, security, and user control of ...

iPhone 17e

https://www.apple.com/newsroom/images/2026/03/apple-introduces-iphone-17e/article/Apple-iPhone-17e-hero-260302_big.jpg.large.jpg
Apple announced iPhone 17e with A19 chip, 48MP Fusion camera, and C1X modem for faster performance and connectivity. iPhone 17e starts at $599 with 256GB storage and is available for pre-order on March 4.

Is It Just Me – Or Are Outages Everywhere Lately? (Claude, GitHub, Supabase)

Over the past few weeks I’ve hit multiple AI/API outages — and not just one provider.

Inside the M4 Apple Neural Engine, Part 1: Reverse Engineering

https://substackcdn.com/image/fetch/$s_!fV3j!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1e6d0ce8-21e5-43eb-9499-a49b2f6f44be_1024x487.jpeg
The user reverse engineered Apple's Neural Engine, mapping the software stack from CoreML to the IOKit kernel driver and discovering direct access to the ANE without CoreML. They found the ANE is a graph execution engine with 16 cores, supports a queue depth of 127, and has a unique compilation path using MIL and E5 binaries.

Ask HN: Who is hiring? (March 2026)

Here are the job postings summarized in 2 concise English sentences each, not exceeding 200 characters:

Elevated Errors in Claude.ai

Claude's Status Page - Elevated errors in claude.ai, cowork, platform, claude code.

Show HN: Visual Lambda Calculus – a thesis project (2008) revived for the web

https://camo.githubusercontent.com/f08c96cd553ef779321c07e442e005f908ff10dfa57b89b1136cf111ff8aa349/68747470733a2f2f626e74722e706c616e65742e65652f6c616d6264612f6c6f6f705f2e676966
Visual Lambda is a graphical tool for exploring lambda calculus using Bubble Notation, allowing interactive reduction and term manipulation. It includes a puzzle set and a library of predefined expressions for educational purposes.

Welcome (back) to Macintosh

The author has experienced numerous issues with macOS, including Time Machine failures, Spotlight problems, and Finder issues, which have persisted for years despite multiple OS releases. The author believes Apple has lost focus on user needs and is prioritizing design changes over stability and usability.

Closure of the Weatheradio service in Canada

https://www.rac.ca/mivahih/elementor/thumbs/join-rac-ob65m27av9a4olu7cwvcbevqkqpyb9cpjvmj8h0e1u.jpg
Radio Amateurs du Canada regrette la fermeture du service Radio-Météo et craint que les Canadiens ne soient privés d'alertes météorologiques critiques. RAC soutient les efforts de gestion des services d'urgence et encourage un dialogue pour maintenir un cadre national d'alerte robuste et accessible.

Reflex (YC W23) Is Hiring Software Engineers – Python

https://bookface-images.s3.us-west-2.amazonaws.com/logos/b152827b3d2a1fddc281b91522bcddae057bd6e3.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIAQC4NIECAD5PVHDFY%2F20260302%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260302T171025Z&X-Amz-Expires=3600&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEMH%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLXdlc3QtMiJGMEQCIHtR4APlnUQktnUKI7%2B8vIYb%2FqmgPRyWhCHT4ymDm8UjAiAfZxrtZXH44Daw71E%2FEBdt926u%2BMxF%2BQfqM0hHr%2Bcb7CruAwiK%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F8BEAAaDDAwNjIwMTgxMTA3MiIMQvj2yqigq%2FK3P6njKsIDM1cT5jc0NoVMRA7Rh%2F3y3KL3BhCojNHiAywNMCv6iL3D1P%2Bl%2F8cLcm7b6nWH2n4GTqcjSvC4eqNNPJc%2FyaVLaA73cAOUu78Uh0DlH%2Bk5nll1nkyk43kN%2B1IT43XnGL8qez4%2BxCLK6xaEbk4%2BXO7lw89y7pqGpjq6ucUvYfrN%2BUWyYtvOT9W9V0fX%2FCBPzhV%2FA6bQZXjV4cBeHXGQZSWYxSitwPmO%2F%2FVEOFiS1CKWexXMEnCFPorGDuFvWWh6jAlkRD%2FIJ3aoTbJok36cM%2FQksdm1CkIZ%2BphpJFXXeCfuzX8qCIrVswfr5Pv40mb7kp4JaNonhBn8tX%2BcHe7fwom%2BFW%2BfJB33lmTjWPlJ8u69%2BhraABKiTFi4VG3s3gus3dr204%2Bl3gOgZI8OGCo6m0KCac8xQIVrMPINTUsGI6qKw1T7mclEZlc5KNZQkMJHnP%2BLTBEWJjIn5ML5Qngm9HKy4y38EnTP6KJ0BTLHCUtzzhGrwTwsaYldmHxElCILHIiXbjpruaHHWsWwk7dTc%2FIVI%2Fgkt%2BT5K2nw%2BLoXm6bb4kYemRmBHbSSON22cHBg1SDzndWg5DXkB2GeE6FAW8KehoIbMOGCl80GOqYB3ONbC0UjWZIPof7kZYmBknAh2nDWl6F%2BeNJBnhWvwUY8zkTQb%2FjlPUfPegoYDP5nfkggY0m1cl7UsNucxsnSkWNKpj3q0vQPH1NxlBJMgwCvBhrOkblhXWfNboX3wtltTi3IUMS3yR5WRDCt1UqRfq8NtYdYZ6lk1W8K7qjuUU8KOhGPcUos6HNPQGXjfhxsfaAraY9%2BbjaqAHEClXILf2UJf3qOrg%3D%3D&X-Amz-SignedHeaders=host&X-Amz-Signature=c9db9d32684089266d72c9b0e5f9535aa5e5015b33d1ecfa68076821ae158d23
Reflex is a unified platform that simplifies app development, deployment, and management with reusable abstractions and AI-powered tools. It has powered over 1 million applications and is used by 30% of Fortune 500 companies for internal tools and data-driven applications.

"That Shape Had None" – A Horror of Substrate Independence (Short Fiction)

https://starlightconvenience.net/white-diamond.jpg

Ask HN: Who wants to be hired? (March 2026)

Multiple individuals from various locations are seeking work in software development, data engineering, and related fields, with a range of technologies and experience levels. They are looking for full-time, part-time, or contract opportunities in roles such as backend engineer, full-stack developer, data scientist, and more.