What is Hackers' Pub?

Hackers' Pub is a place for software engineers to share their knowledge and experience with each other. It's also an ActivityPub-enabled social network, so you can follow your favorite hackers in the fediverse and get their latest posts in your feed.

The Beast is taking me home to bid farewell to my mom (Grandma), the woman who would sit with me around the fire, telling me stories about her childhood. She would take me to the field to look after our livestock, and she taught me how to hunt alongside my grandfather. I could talk about her day and night. Mama will be laid to rest in Warmquelle (Otjiwarongo tja Hamuheke), our ancestral land. Suva mohange mama ๐Ÿ•Š๏ธ

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I played what I think was the first half of Alan Wake 2 but then I dropped because I had this strong conviction that Alan Wake 2 is a game you can only play at night during winter. And after awhile it was no longer winter. Anyway what I guess I'm saying is I should go back and finish Alan Wake 2 now

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i wish i was more excited about the app โ€” hard to say whatโ€™s going on behind the scenes and not much feels being shipped product wise. but i donโ€™t want to jinx the developer tools and protocol momentum which feels stronger and more polished than ever before

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"Doom and Quake studio id Software are now home to a 'wall-to-wall' union according to the Communications Workers of America (CWA). The organisation have announced that a group of 165 id workers have just voted to unionise, adding to the ranks of the 300 ZeniMax quality assurance staff who unionised back in 2023."

rockpapershotgun.com/id-softwa

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Training LLMs for Honesty via Confessions

Link: arxiv.org/abs/2512.08093
Discussion: news.ycombinator.com/item?id=4

arXiv logo

Training LLMs for Honesty via Confessions

Large language models (LLMs) can be dishonest when reporting on their actions and beliefs -- for example, they may overstate their confidence in factual claims or cover up evidence of covert actions. Such dishonesty may arise due to the effects of reinforcement learning (RL), where challenges with reward shaping can result in a training process that inadvertently incentivizes the model to lie or misrepresent its actions. In this work we propose a method for eliciting an honest expression of an LLM's shortcomings via a self-reported *confession*. A confession is an output, provided upon request after a model's original answer, that is meant to serve as a full account of the model's compliance with the letter and spirit of its policies and instructions. The reward assigned to a confession during training is solely based on its honesty, and does not impact positively or negatively the main answer's reward. As long as the "path of least resistance" for maximizing confession reward is to surface misbehavior rather than covering it up, this incentivizes models to be honest in their confessions. Our findings provide some justification this empirical assumption, especially in the case of egregious model misbehavior. To demonstrate the viability of our approach, we train GPT-5-Thinking to produce confessions, and we evaluate its honesty in out-of-distribution scenarios measuring hallucination, instruction following, scheming, and reward hacking. We find that when the model lies or omits shortcomings in its "main" answer, it often confesses to these behaviors honestly, and this confession honesty modestly improves with training. Confessions can enable a number of inference-time interventions including monitoring, rejection sampling, and surfacing issues to the user.

arxiv.org ยท arXiv.org

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Fediverse Report 146 - this week's news

- @peertube releases PeerTube v8, focusing on making the software more accessible to organisations and institutions
- @bonfire reaches their crowdfunding goal, and a short explainer of what the software actually is, and why it confuses people
- PieFed continues to improve, with an upcoming question-answer mode and better handling of links

connectedplaces.online/reports

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ใ‚ˆใฃใ“ใ‚‰ใฉใฃใ“ใ„ใ— :saba:

4af8e83c8a (upstream/main) Fix wrapstodon not falling back to username when display name is not set (#37229)
861202fd08 Change Emoji in Wrapstodon footer ๐Ÿ˜ (#37226)
6821b70796 Add secondary Wrapstodon share button (#37224)
3cc4b59b41 First draft of API to add items to a collection (#37222)
1e67567d8f Change HTTP Signature verification status from 401 to 503 on temporary failure to get remote actor (#37221)
b72b507584 Remember revealed archetype on future Wrapstodon visits (#37219)
8748f0812d Convert Settings class to TS (#37218)
e206b0d0de Wrapstodon: Add nav modal (#37210)
571c93c563 Change Wrapstodon 'About' link to point to joinmastodon.org (#37216)
10f232ca08 Wrapstodon: Allow dismissing banner (#37202)

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I'm just brain storming this, please no one fret by the following question.

I kind of see this as old rental video stores. Right now they're telling us that we "own" things online. We don't own it. We're RENTING it at ownership prices. There is no "BUYING" anymore when it comes to digital content. They can remove it whenever they want.

If you had the following choices for consuming your content would you rather:

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I did something exciting this week! I relaunched my company website: futureethics.ai

It says, boldly, that we want to build ethical and sustainable pro-labor businesses that are pro people and the earth. It's scary to put that out in words because I feel like such an optimistic or naive person. But I don't know how else I can be.

I also started a Mastodon server just for work: @indexAdrianna

Over there, I will talk more about work, ideas, ethics, provide updates.

This post should give you an idea of how I'm structuring this: futureethics.ai/our-2026-busin

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An observation: as the roles of "tech bro" and "fascist" begin to merge, so then do the roles of "hacker" and "revolutionary".

(This might also be useful to remember as governments attempt to erode general privacy regulations.)
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โš ๏ธ Scam alert: if anyone ever asks you to "temporarily change" the email address on your Mastodon account, DO NOT DO THIS.

There is currently a scammer posing as a server admin telling people to temporarily change their Mastodon account's email to an address supplied by the scammer. This is a scam, don't do it.

Real admins will NEVER ask you to do this.

You can see examples of this scam in the thread at ohai.social/@redsad/1157080301

(Thanks @markwynerMark Wyner Wonโ€™t Comply :vm: for the warning about this! ๐Ÿ™ )

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lol itโ€™s so genuinely fun seeing Cory take decades of fluency in how these systems are broken and serve it up for a mainstream audiences. Even if you know โ€œenshittificationโ€ well, this is worth the watch. And love to @effElectronic Frontier Foundation! youtu.be/d2e-c9SF5nE?

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Hey Fediverse!
Iโ€™ve been working on a custom Next.js frontend for Mastodon, and itโ€™s now open-source!

โœจ Features

- Fast, modern UI

- Built with Next.js and TypeScript

- Fully open-source

- Works with any Mastodon instance

Mastodon Next: mastodon-next.vercel.app/
[Repo]: github.com/channyeintun/mastod
Feedback, issues, and contributions are super welcome!






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@davidgerard

Gartner in 2021:

"By 2026, non-fungible token (NFT) gamification will propel an enterprise into the top 10 highest valued companies.

NFTs are becoming a way to leverage hyper-tokenization to grow business models exponentially. The value proposition for NFTs is underpinned by the expectation that buyers are willing to pay more for a digital artifact because they belong to a network of people with similar values and interests.

By 2024, Gartner predicts that 50% of publicly listed companies will have some sort of NFT underpinning their brand and/or digital ecosystem presence. NFTs will become a powerful marketing tool to underpin digital ecosystemsโ€™ effects and accelerate enterprise valuations."

gartner.com/en/newsroom/press-

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lol itโ€™s so genuinely fun seeing Cory take decades of fluency in how these systems are broken and serve it up for a mainstream audiences. Even if you know โ€œenshittificationโ€ well, this is worth the watch. And love to @effElectronic Frontier Foundation! youtu.be/d2e-c9SF5nE?

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lol itโ€™s so genuinely fun seeing Cory take decades of fluency in how these systems are broken and serve it up for a mainstream audiences. Even if you know โ€œenshittificationโ€ well, this is worth the watch. And love to @effElectronic Frontier Foundation! youtu.be/d2e-c9SF5nE?

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ๆ›ดๆ–ฐใ—ใฆใชใใฆใ™ใฟใพใ›ใ‚“ใ€็”Ÿใใฆใพใ™ใŒไฝ“่ชฟใŒๅ„ชใ‚Œใชใ„็‚บๅ†ฌใ‚ณใƒŸใฏๆฌ ๅธญใ•ใ›ใฆใ„ใŸใ ใใพใ™ใ€‚

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