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EVs Are a Failed Experiment

https://spectator.org/evs-are-a-failed-experiment/
1•ArtemZ•5m ago•1 comments

MemAlign: Building Better LLM Judges from Human Feedback with Scalable Memory

https://www.databricks.com/blog/memalign-building-better-llm-judges-human-feedback-scalable-memory
1•superchink•6m ago•0 comments

CCC (Claude's C Compiler) on Compiler Explorer

https://godbolt.org/z/asjc13sa6
1•LiamPowell•8m ago•0 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
2•duxup•10m ago•0 comments

Actors with Tokio (2021)

https://ryhl.io/blog/actors-with-tokio/
1•vinhnx•12m ago•0 comments

Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•24m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•26m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
2•savrajsingh•27m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•28m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•32m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•37m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•39m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•45m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
2•rolph•49m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•51m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•56m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•57m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•1h ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
34•chwtutha•1h ago•5 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
4•osnium123•1h ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•1h ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•1h ago•1 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•1h ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•1h ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
4•thread_id•1h ago•1 comments

Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1h ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
3•cwwc•1h ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
2•paladin314159•1h ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•1h ago•0 comments
Open in hackernews

Show HN: PaperMETAR – An E-Paper Aviation Weather Display for Pilots

https://papermetar.com/
1•thebitguru•1w ago
Hi HN!

I created an ESP32 driven weather display for pilots that looks like a cockpit instrument. The goal was to move METAR off the phone screen and onto the desk where it is always visible. It’s a dedicated, "always-on" desk accessory that fetches real-time aviation weather and renders it onto a high-contrast e-paper display. It also has a quiz mode to help student pilots learn and test METAR decoding.

Jumpseaters: Adding Personality to the Data Raw METARs can be dry, so I implemented a feature called Jumpseaters. These are selectable personality profiles that transform the device into an opinionated flight crew.

Instead of just seeing "OVC001," you might get a report from Downwind Donnie, who sarcastically judges your "personal minimums," or Checkride Charlie, a virtual DPE who delivers weather updates with the uncomfortable silence. It was a fun to map these "personalities" to specific weather triggers in the firmware.

----

The Technical Details

Controller: ESP32-S3. I chose this for the native USB support and the power efficiency needed for long-term deep sleep.

Display: 4.2" E-Paper. It uses an open-source library https://github.com/martinberlin/CalEPD

Power: Deep sleep cycles keep the current draw low, allowing it to run for weeks on a small LiPo. I am continuing to optimize the power usage because I feel I can get it to last many months even after the daily screen refreshes.

Tech Stack: ESP-IDF/C++ for the microcontroller. Flutter/Dart for the iOS/Android mobile apps. Nextjs for the website and API.

---

I have learned a lot about hardware devices during this process. It has been fun programming for the E-paper display. It has it's own unique challenges because of the nature of the technology (seconds for each refresh vs. refreshes/second for traditional screens). I really enjoy when it refreshes.

The Kickstarter is live and 38% funded with 15-days to go. One thing I wish I had done a lot more of is prelaunch marketing. Ads now have had good conversion driving to the Kickstarter page, but the volume takes time.

On the same prelaunch theme, the other major lesson learned is that I wish I had asked for more feedback publicly (I do have early testers, but all local) and shared more before working on the Kickstarter. Once you say Kickstarter, all the mods put it in the commercial category and don't allow posting ANYTHING related to it.

Check it out at https://papermetar.com or https://www.kickstarter.com/projects/charlie29r/papermetar

Comments

vunderba•1w ago
As an amateur pilot flying a very beat-up Cessna 150, I just wanted to chime in and say this is very cool.

I’m not sure how helpful this is as feedback, but I think it might be better to market this as a more general e-ink hardware notification device that can sync with any number of data sources, not just METAR. For example:

- General weather reports

- RSS feeds

- Stock reports

You could then make it developer-friendly so people can easily create new integrations, and over time you’d build up a library of them.

thebitguru•1w ago
Hey, a Cessna 150 is cool airplane! I started my training on my local airport 152. I think Aviation101 uses one of those for his YouTube channel.

Thanks for the feedback. There are other general purposes ePaper devices out there meeting that need (TRMNL comes to mind). I wanted something smaller for my desk that looked like a cockpit instrument. That's why I created this.

I am curious to see if there is more general use demand for this form factor.

vunderba•1w ago
haha thanks I do like it even if its a rusty bucket of bolts! Had no idea TRMNL even existed so thanks for the info.

If you're doing something more specialized - maybe consider adding NOTAMs as well? Just a thought. Either way congrats on launching!