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woodson

932 karma · joined June 15, 2009

Machine learning, NLP, speech recognition, speaker recognition.
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woodson··on Patrick Stewart has died
For reference: https://i.imgur.com/1EilY.gif
woodson··on Iron Age salt-mining complex found beneath Hallstatt in Austria
There’s a copy of it in China: https://en.wikipedia.org/wiki/Hallstatt_(China)

(It’s good to have backups, right?)

woodson··on Casio F-B100W-1A
This is great, as is the CasioGShockSmartSync Android app. I wish there was an iOS app, as the official app is horrible, only works after signing up for an account, and only works if given every tracking permission possible to vacuum the maximum amount of data to the cloud.
woodson··on Casio F-B100W-1A
To be fair, the hobbyist hardware mod variants that do step tracking only last for days, not years AFAIK.
woodson··on Casio F-B100W-1A
Yes, it seems to be a repackaging of the ABL-100WE and has a long battery life. Unfortunately, their app is horrible, only works after signing up for an account, and only works if given every tracking permission possible to vacuum the maximum amount of data to the cloud.
woodson··on Pixel Watch 5
If all you're looking for is a step counter in your watch, check out Casio ABL100WE. The battery lasts for two years (CR2016).
woodson··on Nvidia, Microsoft, Meta warn against overregulating open-weight models
They did. Check out the Phi models (e.g., https://huggingface.co/microsoft/phi-4).
woodson··on Safari Technology Preview 248 Released
Try option-click on the green icon in the app window. It’s well hidden and unintuitive, but I think it does what you want.
woodson··on Kaiser nurses say AI, surveillance are making their jobs and patient care worse
For a long time, AI was a bad word that stood for unfulfilled promise. See AI Winter. Hence, researchers strictly avoided the term while still working on learning algorithms, the same that power LLM training.
woodson··on Kaiser nurses say AI, surveillance are making their jobs and patient care worse
There’s a bit of a grey area, for example speech recognition. Would you classify that as analytic or generative? Whisper and speech LLMs work pretty well, but can completely make up stuff that wasn’t in the audio at all (see e.g. “thank you for watching” transcribed during silence). Other approaches are closer to the acoustic evidence but may make other mistakes (especially wrongly transcribing long tail, low frequency terms). Pick your poison.
woodson··on LLM Networking with MikroTik
Thanks for sharing, this is a great improvement (also and especially for human use! Renders much better on mobile phones compared to Confluence).
woodson··on Sam Neill has died
> Alongside the poorly lit spaceship. Spaceships are workplaces and workplaces should provide adequate illumination so you can see what you are doing.

I always thought the same about CSI. Have the set designers ever been to a lab?

woodson··on Nvidia is proposing a beast of a CPU system for Windows PCs
> 5090 ($2k MSRP but realistically $3-3.5k)

These days, more like >$4.1K (at least in the US).

woodson··on Voice AI Systems Are Vulnerable to Hidden Audio Attacks
Yeah, there have been several papers with attacks on Whisper:

- Inject adversarial noise to make it transcribe what you want (https://arxiv.org/abs/2210.17316)

- Stop it from transcribing (https://arxiv.org/abs/2405.06134)

- Adversarial prompt injection to make it translate instead of transcribe (https://arxiv.org/abs/2407.04482v2).

woodson··on Internet Archive Switzerland
Indeed. And the one in Admont, Austria: https://stiftadmont.at/en/about-the-abbey-library/
woodson··on Do_not_track
HF is notorious for making it difficult to work offline (or at least not waste time trying to connect when everything needed is offline) and is constantly changing how it is being handled. Previously, there was TRANSFORMERS_OFFLINE, HF_DATASETS_OFFLINE, etc.
woodson··on Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library
You can use devcontainers (in VSCode or separate), like this: https://github.com/entn-at/claude-rust-devcontainer/

This will limit the agent in what it can do in the system and what IPs/domains it can reach. This requires a lot of customization to your specific framework/environment. Note that this can reduce the agent’s effectiveness, as it will have to “work around” some of the limitations. This isn’t foolproof either, and the agent could exfiltrate data e.g. via DNS requests.

woodson··on Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library
> But I don't see a scenario where pytorch needs network access.

Training models across multiple compute nodes? That’s a big one.

woodson··on Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library
Not if one is running it in a non-privileged vm/container with restricted network access. But everything is YOLO these days.
woodson··on Meta in row after workers who saw smart glasses users having sex lose jobs
Why generative? Or has it been decided that only generative models are “AI”?
woodson··on VibeVoice: Open-source frontier voice AI
It highly depends on the sort of data you’re processing (phone calls, podcasts, meetings of more people recorded using single channel?). For NVIDIA/NeMo, check out their softformer diarization models (also streaming).
woodson··on Apple Silicon and Virtual Machines: Beating the 2 VM Limit (2023)
Well, but their customers are those that buy Apple hardware.
woodson··on Hybrid Attention
Look into RWKV.
woodson··on Claude Code Unpacked : A visual guide
It’s a distinction that IMHO likely doesn’t make much difference, at least for the mostly automated/non-interactive coding agent use case. What matters more is how well the post-training on synthetic harness traces works.
woodson··on An unsolicited guide to being a researcher [pdf]
There are still opportunities, but they aren’t paid nearly as well as less researchy positions in industry. US post-doc salaries at state universities aren’t that high.
woodson··on Show HN: I built a sub-500ms latency voice agent from scratch
You mean Moshi (https://github.com/kyutai-labs/moshi)? Since Personaplex is just a finetuned Moshi model.
woodson··on Euro firms must ditch Uncle Sam's clouds and go EU-native
…who lives in Oregon, in the US.
woodson··on Qwen3-TTS family is now open sourced: Voice design, clone, and generation
This is about speech to text, not speech recognition.
woodson··on EU–INC – A new pan-European legal entity
You still need a tax accountant in France to register the FTE and file paperwork with the tax office and social insurance.
woodson··on EU–INC – A new pan-European legal entity
The bank issues/refusals may have something to do with FATCA. If you have anything to do with the US in terms of taxes, many EU banks don’t want you as their customer. If it’s a subsidiary of a foreign company, then a lot of paperwork is required to prove that the foreign owners actually exist.
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