![[2606.03648] Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability](/static/img/curated/desks/afbytes-tech.png)
[2606.03648] Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability
Abstract page for arXiv paper 2606.03648: Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability
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[2606.03020] Hanger Reflex Based Driving Assistance for Drivers with Peripheral Visual Field Defects
Abstract page for arXiv paper 2606.03020: Hanger Reflex Based Driving Assistance for Drivers with Peripheral Visual Field Defects
Bear spray expiry dates: good news, and comical peer-reviewed pseudoscience — LessWrong
Last year my 4-year-old can of bear spray reached its expiry date, completely unused, and I wondered how sound the basis of that date was. Reddit sho…
Woman Gets Cornered by a Man Before Employee Saves Her
Sid, a woman from Chicago, couldn't thank Maple & Ash employees enough after they'd helped her escape a strange man.
Social Media Video Shows Why You Should Mind Your Muzzle
Every firearms range reminds folks there about the rules of firearms safety, including keeping the muzzle pointed in a safe direction – one video shows why.
Terrifying moment woman falls down a manhole after cover gives way beneath her
Terrifying video shows a woman plunging down a manhole after the cover unexpectedly gave way.
Don't Get Drunk and Unruly on a Flight — or Risk Landing on a Database
Intoxicated travelers causing trouble are a
Bear injures 4 people during brutal attacks in Japanese residential area as encounters rise
A bear injured four people in a Japanese residential area on Tuesday in the latest attack in an area of the country where the animals have increased.
[2606.02302] SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents
Abstract page for arXiv paper 2606.02302: SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents
[2606.02443] PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
Abstract page for arXiv paper 2606.02443: PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
Testing Best-Effort Solar — LessWrong
Most rooftop solar installs don't provide power when the grid is down. The primary goal is to avoid sending power out to the grid where it could inju…
Would You Rather Live Near A Battery Energy Storage System or a Nuclear Plant
“From a public safety standpoint, if you’ve decommissioned three nuclear reactors, why would you want to install a BESS facility in populated areas that is ...
Hurricane Season 2026 Is Here: The Preparedness Checklist
With hurricane season upon us, Black families can take proactive steps to ensure their safety and resilience.
How Edge Intelligence Can Be Used In Safety-Critical Environments
Edge intelligence can power physical AI systems, enabling real-time perception and action in the physical world.
VIDEO: 'Heroic' teen girl fights off sex predator just after he used twisted ruse in assault of 66-year-old woman, police say
'That victim absolutely saved her own life that day; she did amazing things and fought hard and made that suspect jump back in the car and take off.'
The remarkable story of AIGS Canada — LessWrong
TLDR: Four years ago we put out a short post on LW announcing that an AI governance and safety community had formed in Canada. This is the remarkable…
How Did Humans Learn Which Plants Are Safe To Eat? Food Scientists Explain
You might know to steer clear of green potatoes and rhubarb leaves. That’s because they produce toxins that can make humans sick.
The Art of the Pilot Debrief
Don't rush the most important part of the flight—the pilot debrief.
3 miners killed in the US over 3 days
Together they expose a single reality: The mining companies, the federal and state regulators and the union apparatus are all part of the same machinery that tr...
[2605.30368] Reinterpreting Safety Thresholds as Neuron Spiking Thresholds
Abstract page for arXiv paper 2605.30368: Reinterpreting Safety Thresholds as Neuron Spiking Thresholds
Navigating Mental Health In The AI Era: Why Guardrails Are Essential
With more people using AI chatbots, the question is - how safe are they?
FARK.com: (14084686) Lounge chairs recalled over amputation risk, showing why lounge lizards regenerate their tails
Humorous views on interesting, bizarre and amusing articles, submitted by a community of millions of news junkies, with regular Photoshop contests.
Telemóvel ao volante continua a ser um perigo que a tecnologia não resolve
A distração nas estradas atingiu um nível preocupante, com um número crescente de condutores a transformar o ato de conduzir numa tarefa secundária. Hoje e...
Why I think evals are pretty important and most worth working on (for me) — LessWrong
An application response I wrote! Feel free to leave feedback! • • What are you most concerned about when it comes to risks from AI? …
The 10 Phrases You Should Never Use When Calling 911 Under Dispatch Rules
Learn the 10 phrases dispatchers say can slow down 911 calls and how to communicate clearly during emergencies.
The best dog car seats for safer travel
After testing 7 dog car seats and consulting veterinarians and pet safety experts, we found the best options for small and large dogs.
WATCH: Teen Throws Chair over Mall Railing, Nearly Crushing Shoppers
Newly released video shows a teenager tossing a chair over an upper-floor railing at a shopping mall in England in March 2025.
Forget how your mom did it. There’s actually a right way to remove a tick.
There's lots of old folk wisdom about removing ticks that's actually less safe. Here's the best way to remove a tick.
Can You Safely Strap Cargo On Your Roof Without A Roof Rack?
If your car lacks a roof rack, you can still strap cargo onto it by installing your own crossbars or anchoring soft carriers directly onto the roof.
Never Ask Your AI Assistant These Questions—You Could Trigger a Privacy Flag
Certain AI questions can trigger privacy and safety flags, leading to restricted responses or alerts. Learn what to avoid and why it matters.