AI Police Reports: Year in Review
https://www.eff.org/deeplinks/2025/12/ai-police-reports-year-review
#HackerNews #AI #Police #Reports #Year #in #Review #AI #Ethics #Tech #News #Law #Enforcement
Finally, a honest review of the Framework 16
hypebot
boosted
A nice review of the second part of my "Fantasy/Attempted comedy" story The Last Philosopher 😊
Link to first part as #Free #Ebook
@books @reading l @writers @keepwriting @writingbooks @worldbuilding
#AmWriting #WIPWednesday
#Reading #Readers
#Fiction #Fantasy #Comedy #SFF
#Author #Authors #IndieAuthor #IndieBooks #Writing #WritingCommunity #Writinglife #WritersOfMastodon
#Bookstodon #Mastobooks #BooksofMastodon #FantasyBooks
#Review #Bookreview
#BookRecommendation
A nice review of the second part of my "Fantasy/Attempted comedy" story The Last Philosopher 😊
Link to first part as #Free #Ebook
@books @reading l @writers @keepwriting @writingbooks @worldbuilding
#AmWriting #WIPWednesday
#Reading #Readers
#Fiction #Fantasy #Comedy #SFF
#Author #Authors #IndieAuthor #IndieBooks #Writing #WritingCommunity #Writinglife #WritersOfMastodon
#Bookstodon #Mastobooks #BooksofMastodon #FantasyBooks
#Review #Bookreview
#BookRecommendation
More than half of researchers now use AI for peer review, often against guidance
https://www.nature.com/articles/d41586-025-04066-5
#HackerNews #AI #in #Research #AI #Peer #Review #Research #Trends #Academic #Integrity #Technology #in #Academia
Shauna GM
boosted
Are you using #signals in #Django? Do you want to skip receivers when loading fixtures (especially for m2m relations)? Help me to fix this 9 years old ticket and review PR with the "raw" argument for m2m_changed signals #review #OpenSource
Mre. Dartigen [maker mode]
boosted
Bunnings: Click 5L Portable Evaporative Cooler (CLL04JR)
DONT even go there.. 👎👎👎
Doesn't cool at all even in optimal humidity range & following the instructions to the letter. It's a $109 high-watt fan basically.
You'd be far better off spending $19 for a kmart box fan (which has a bigger fan & uses 40 less watts) and a misting spray bottle to spray yourself with every once in a while.
So if you were thinking of getting one of these for summer, just don't.
Bunnings: Click 5L Portable Evaporative Cooler (CLL04JR)
DONT even go there.. 👎👎👎
Doesn't cool at all even in optimal humidity range & following the instructions to the letter. It's a $109 high-watt fan basically.
You'd be far better off spending $19 for a kmart box fan (which has a bigger fan & uses 40 less watts) and a misting spray bottle to spray yourself with every once in a while.
So if you were thinking of getting one of these for summer, just don't.
The Modular Peer Review Working Group co-organized by PREreview and Continuous Science Foundation kicks off in January! Join the cohort shaping how we #review modular research outputs like data, code, methods, and visuals.
🚀 Kickoff: Jan 22, 2026 at 18:00 UTC
📅 Sessions: Feb 17 (18:00 UTC), Mar 17 (17:00 UTC), Apr 21 (17:00 UTC), May 19 (17:00 UTC), June 16 (17:00 UTC)
There is still time to sign up: https://continuousfoundation.org/peer-form
Terence Eden
boosted
🆕 blog! “Gadget Review: SOUNDPEATS Clip1 Cuff Headphones”
★★★★☆
The good folks at SOUNDPEATS have sent me their new "Clip1" headphones to review. They are easily the most comfortable headphones I've ever worn.
Typically, headphones fall into three broad categories.
In ear, like the Apple EarPods.
Over ear, like the Beats.
Bone Conducting, like the …
👀 Read more: https://shkspr.mobi/blog/2025/11/gadget-review-soundpeats-clip1-cuff-headphones/
⸻
#gadget #headphones #review #usb-c
fresco
boosted
As part of his annotated Lisp bibliography Simon Dobson @simoninireland reviewed the book "Lisp from Nothing" by @AverageDog Nils Holm.
https://simondobson.org/2025/11/26/lisp-from-nothing
https://simondobson.org/development/annotated-lisp-bibliography
As part of his annotated Lisp bibliography Simon Dobson @simoninireland reviewed the book "Lisp from Nothing" by @AverageDog Nils Holm.
https://simondobson.org/2025/11/26/lisp-from-nothing
https://simondobson.org/development/annotated-lisp-bibliography
Tim W RESISTS
boosted
It has been on my list for a long time, but I finally read Confessions of a Union-Buster, a standard text for #union organisers.
It was not what I expected. Its utility is more as an insight into the mind of a union buster and the terror they deploy, than as an organising manual.
Full #review on the #blog as always
#unions #organizing
🆕 blog! “Gadget Review: SOUNDPEATS Clip1 Cuff Headphones”
★★★★☆
The good folks at SOUNDPEATS have sent me their new "Clip1" headphones to review. They are easily the most comfortable headphones I've ever worn.
Typically, headphones fall into three broad categories.
In ear, like the Apple EarPods.
Over ear, like the Beats.
Bone Conducting, like the …
👀 Read more: https://shkspr.mobi/blog/2025/11/gadget-review-soundpeats-clip1-cuff-headphones/
⸻
#gadget #headphones #review #usb-c
Are you using #signals in #Django? Do you want to skip receivers when loading fixtures (especially for m2m relations)? Help me to fix this 9 years old ticket and review PR with the "raw" argument for m2m_changed signals #review #OpenSource
Terence Eden
boosted
🆕 blog! “Magazine Review: DOCTYPE”
D'yer remember the eighties? The eighties, eh? Remember 'em? With the Acorn Archimedes an' that? What were we like? Remember them mags what y'got? The computer mags? Wirral the source code? Remember typin' it all in be hand? If yer semicolon were outta place y'd gerra syntax error! And you try telling that to the young people of today, will…
👀 Read more: https://shkspr.mobi/blog/2025/11/magazine-review-doctype/
⸻
#HTML #review #webdev #websites
It has been on my list for a long time, but I finally read Confessions of a Union-Buster, a standard text for #union organisers.
It was not what I expected. Its utility is more as an insight into the mind of a union buster and the terror they deploy, than as an organising manual.
Full #review on the #blog as always
#unions #organizing
🆕 blog! “Magazine Review: DOCTYPE”
D'yer remember the eighties? The eighties, eh? Remember 'em? With the Acorn Archimedes an' that? What were we like? Remember them mags what y'got? The computer mags? Wirral the source code? Remember typin' it all in be hand? If yer semicolon were outta place y'd gerra syntax error! And you try telling that to the young people of today, will…
👀 Read more: https://shkspr.mobi/blog/2025/11/magazine-review-doctype/
⸻
#HTML #review #webdev #websites
🗣️🎤📝 
Speech to Text and Text to Speech on GNU/Linux 
📝🔊💻
Why This Matters to Me (and Maybe You Too)
If you’re anything like me—a Linux user who counts on voice typing and TTS because of visual impairment—you know that accessibility is not a luxury, it’s a necessity. Speaking from experience as someone who depends on voice typing (and TTS) , the quest for a seamless, local, FLOSS speech-to-text (STT) setup on Linux can be frustrating.
Here’s how you can succeed with modern tools using Linux. FLOSS means freedom and privacy; working locally means real control.
Let’s dive in! I’ll tell you what I’ve learned and what I use—and hope you’ll share your favorite tools or tips!
System-Wide Voice Keyboard: Speak Directly in Any App
Want to speak and have your words typed wherever your cursor is—be it a terminal, browser, chat, or IDE? Here’s what actually works and how it feels day-to-day:
- Speak to AI (Offline, Whisper-based, global hotkeys)
This tool is my current go-to. It uses Whisper locally, lets you use global hotkeys (configurable) to type into any focused window, and doesn’t need internet. Runs smoothly on X11 and Wayland; just takes a bit of setup (AppImage available!).
GitHub Repo https://github.com/AshBuk/speak-to-ai) | Dev.to Post https://dev.to/ashbuk/i-built-an-offline-voice-typing-app-for-linux-speak-to-ai-3ab5)
- DIY: RealtimeSTT + PyAutoGUI
For the true tinkerers, RealtimeSTT plus a Python script lets you simulate keystrokes. You control every step, can lower latency with your tweaks, but you’ll need to be comfortable with scripting.
RealtimeSTT Guide https://github.com/KoljaB/RealtimeSTT#readme)
- Handy (Free/Libre, offline, Whisper-based, acts as a keyboard)
I’ve read lots of positive feedback on Handy—even though I haven’t tried it myself. The workflow is simple: press a hotkey, speak, and Handy pastes your text in the active app. It’s fully offline, works on X11 and Wayland, and gets strong accuracy thanks to Whisper.
Heads up: Handy lets you pick your own shortcut key, but it actually overrides the keyboard shortcut for start/stop recording. That means it can clash with other tools that depend on major shortcut combos—including Orca’s custom keybindings if you use a screen reader. If your workflow relies on certain shortcuts, this might need adjustment or careful planning before you commit.
GitHub Repo https://github.com/cjpais/Handy) | Demo https://handy.computer)
Real-Time Transcription in a Window (Copy/Paste Workflow)
If you’re okay with speaking into a dedicated app, then copying, these options offer great GUIs and power features:
- Speech Note by @mkiol https://mastodon.social/@mkiol
FLOSS, offline, multi-language GUI app—perfect for quick notes and batch transcription. Not a system-wide keyboard, but super easy to use and works on both desktops and Linux phones.
Flathub https://flathub.org/apps/net.mkiol.SpeechNote | LinuxPhoneApps https://linuxphoneapps.org/apps/net.mkiol.speechnote/)
- WhisperLive (by Collabora)
Real-time transcription in a terminal or window—great for meetings, lectures, and captions. Manual copy/paste required to get the text to other apps.
GitHub Repo https://github.com/collabora/WhisperLive)
More Tools for Tinkerers
If you like building your own or want extra control, check out:
- Vosk: Lightweight, lots of language support. GitHub https://alphacephei.com/vosk/)
- Kaldi: Powerful, best for custom setups. Website https://kaldi-asr.org/)
- Simon: Voice control automation. Website https://simon-listens.org/)
- voice2json: Phrase-level and command recognition. GitHub https://github.com/synesthesiam/voice2json)
Pro Tips
- Desktop Environment: X11 vs. Wayland affects how keyboard hooks and app focus actually operate.
- Ready-Made vs. DIY: If you want plug-and-play, try Speech Note or Handy first. Into automation or customization? RealtimeSTT is perfect.
- Follow the Community: @thorstenvoice offers tons of open-source voice tech insights.
Screen Reader Integration
Looking for robust screen reader support? Linux has you covered:
- Orca (GNOME/MATE): The most customizable GUI screen reader out there. The default voice (eSpeak) is robotic, but you can swap it for something better and fine-tune verbosity so it reads only what matters.
- Speakup: Console-based, ideal for terminal.
- Emacspeak: The solution for Emacs fans.
💡 Orca is part of my daily toolkit. It took time to get the settings just right (especially verbosity!) but it’s absolutely worth it. If you use a screen reader—what setup makes it bearable or even enjoyable for you?
Final Thoughts
If you’re starting from scratch, try Handy for direct typing (just watch those shortcuts if you use a screen reader!) or Speech Note for GUI-based transcription. Both are privacy-friendly, local, and accessible—ideal for everyday Linux use.
Is there a FLOSS gem missing here?
Sharing what works (and what doesn’t!) helps the entire community.
Resources:
Speech Note on Flathub https://flathub.org/apps/net.mkiol.SpeechNote
Handy GitHub https://github.com/cjpais/Handy
Speak to AI Guide https://dev.to/ashbuk/i-built-an-offline-voice-typing-app-for-linux-speak-to-ai-3ab5
RealtimeSTT https://github.com/KoljaB/RealtimeSTT
#Linux #SpeechToText #FLOSS #Accessibility #VoiceKeyboard #ScreenReader #Whisper #Handy #SpeechNote #OpenSource #Community #voicetyping #LocalSTT #TTStools #SpeechRecognition #A11y #Linuxtools #Voicekeyboard #Whisper #Handy #speech-to-text #SpeechNote #review #ScreenReaders #ORCA #FOSS
