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Open Challange (Get all Universities involved

https://x.com/i/grok/share/3513b9001b8445e49e4795c93bcb1855
1•rwilliamspbgops•35s ago•0 comments

Apple Tried to Tamper Proof AirTag 2 Speakers – I Broke It [video]

https://www.youtube.com/watch?v=QLK6ixQpQsQ
1•gnabgib•2m ago•0 comments

Show HN: Vibe as a Code / VaaC – new approach to vibe coding

https://www.npmjs.com/package/@gace/vaac
1•bstrama•3m ago•0 comments

Show HN: More beautiful and usable Hacker News

https://twitter.com/shivamhwp/status/2020125417995436090
2•shivamhwp•4m ago•0 comments

Toledo Derailment Rescue [video]

https://www.youtube.com/watch?v=wPHh5yHxkfU
1•samsolomon•6m ago•0 comments

War Department Cuts Ties with Harvard University

https://www.war.gov/News/News-Stories/Article/Article/4399812/war-department-cuts-ties-with-harva...
3•geox•10m ago•0 comments

Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
1•yi_wang•10m ago•0 comments

A Bid-Based NFT Advertising Grid

https://bidsabillion.com/
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AI readability score for your documentation

https://docsalot.dev/tools/docsagent-score
1•fazkan•21m ago•0 comments

NASA Study: Non-Biologic Processes Don't Explain Mars Organics

https://science.nasa.gov/blogs/science-news/2026/02/06/nasa-study-non-biologic-processes-dont-ful...
2•bediger4000•24m ago•2 comments

I inhaled traffic fumes to find out where air pollution goes in my body

https://www.bbc.com/news/articles/c74w48d8epgo
2•dabinat•25m ago•0 comments

X said it would give $1M to a user who had previously shared racist posts

https://www.nbcnews.com/tech/internet/x-pays-1-million-prize-creator-history-racist-posts-rcna257768
3•doener•28m ago•1 comments

155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
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Private Inference

https://confer.to/blog/2026/01/private-inference/
2•jbegley•35m ago•1 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
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Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
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Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
2•PaulHoule•44m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
2•y1n0•46m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
2•tolerance•46m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•46m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
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Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•52m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•53m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•57m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•58m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
2•y1n0•59m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
5•bundie•1h ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•1h ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
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Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
3•y1n0•1h ago•1 comments
Open in hackernews

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago
I’ve run into this multiple times and I’m honestly still confused. I’ve tested purchased B2B email lists (including ones sold as “verified”), and deliverability is often terrible — bounces, low engagement, the usual. Is the core problem outdated data, weak verification, catch-all domains, or something else? For people who’ve actually solved this, what approaches worked in practice?

Comments

throwgraway•1h ago
former email marketing automation company employee here: These lists have been sold multiple times before, there may be more "functional" mailboxes or distribution lists (like sales@, it@) than real people, they may be in a dire need of list hygiene, they may contain spam traps, and for the most important part - there is no consent given from the email owners to you. All unsolicited email will end up in spam or trash just because of lack of consent. And if you feed this lists to most of the email automation software then you are cruising for a bruising as they can terminate your account based on that.
solarisos•43m ago
This is a really helpful breakdown, thanks for sharing it. The point about lists being resold multiple times and accumulating spam traps resonates a lot, especially combined with lack of consent. That seems to explain why even technically “valid” addresses still perform poorly. Out of curiosity, in your experience, did any approaches work better than others (for example strict segmentation, very small batch sends, or avoiding purchased lists entirely)?
throwgraway•10m ago
From my former employee and my current experience with email lists:

- Avoid purchased lists at all costs - Apply double opt-in to confirm someone really wants to hear from you (most of the email software supports this out of the box) - maintain a healthy list (no duplicates, dead domains etc) - do not let your list to be covered by dust (for example: if you collected an email and consent from someone a year ago, and there were no sends to this person since, consider removing it from the list). - Spread sends in time - bigger email providers have special requirements for mass mailing, and you will have your sending domain reputation busted if you would not comply.

Additionally, treat the "opens and clicks" statistics with a grain of salt as they are basically unreliable these days - Apple Mail will read that email before the recipient does, Microsoft outlook will click all the links on the message to check for malicious content, some email clients will not fetch images from the message (hence no image responsible for click would be recorded).

orian•1h ago
Maybe because it’s literally a spam what you’re doing?

My email is on many such lists, I never ever would contact someone who spams. Just no.

I also have all tracking pixels blocked, so you would not know I’ve opened.

pestatije•5m ago
because their not "B2B email lists", their plain and simple spam lists, and if you bought them shame on you for contributing to the pain