Tootfinder

The similarity to the climate crisis is amazing - robust scientific research has identified a serious, life threatening problem - as well as what is needed to address that problem. But $€₱₹¥£ are flowing from customers who are unaware of the problem, and are seduced by marketing messages - in movies, TV shows, social media, and explicit advertisements. And there is huge profit from practices that are already resulting in injuries, illnesses and death, as well as economic losses. And

The similarity to the climate crisis is amazing - robust scientific research has identified a serious, life threatening problem - as well as what is needed to address that problem. But $€₱₹¥£ are flowing from customers who are unaware of the problem, and are seduced by marketing messages - in movies, TV shows, social media, and explicit advertisements. And there is huge profit from practices that are already resulting in injuries, illnesses and death, as well as economic losses. And

Where should we recommend events & community host long videos that isn't YouTube?
* Vimeo - paid, embeds work, recently acquired is a bad sign
* @… - free, no embeds
* BunnyCDN - paid, lots of options including APIs, no embeds
* Peertube - self-hosted, no embeds
Full write up in the forum

Video on Demand (VOD) options for ATProto
We were discussing video hosting for later playback aka “video on demand” VOD for videos from ATProto events to embed on web pages and attach to posts. Note: Stream.place is great for streaming! VOD is on the roadmap. What options are there for storing and playback of videos? Hosted Vimeo Has been a good platform for many years. Recently bought by Bending Spoons, so likely going to get worse. Might be OK for the short term. Example from EuroSky Live “showcase” page: Videos are …

The first step on the road to #TNC26 starts today… with the opening of the Call for Proposals!
Next year, our community will gather in Helsinki 🇫🇮 under the theme Digital Sisu—inspired by the Finnish word “sisu,” which embodies inner strength, tenacity, and determination in the face of adversity.
💡 If you have a story to share, or a vision that can shape the conversation—we want to hear f…

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
Ruida Wang, Jiarui Yao, Rui Pan, Shizhe Diao, Tong Zhang
https://arxiv.org/abs/2510.11769 https://

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
Solving math problems through verifiable languages such as Lean has significantly impacted both the mathematics and computer science communities. Current state-of-the-art models are often trained with expensive online Reinforcement Learning (RL) or expert iteration. However, these approaches rely on fixed problem sets, which causes inefficient training and limits the model to tackle complex problems. To overcome these limitations, we propose GAR: Generative Adversarial Reinforcement learning, a…

Living Off the LLM: How LLMs Will Change Adversary Tactics
Sean Oesch, Jack Hutchins, Luke Koch, Kevin Kurian
https://arxiv.org/abs/2510.11398 https://arxi…

Living Off the LLM: How LLMs Will Change Adversary Tactics
In living off the land attacks, malicious actors use legitimate tools and processes already present on a system to avoid detection. In this paper, we explore how the on-device LLMs of the future will become a security concern as threat actors integrate LLMs into their living off the land attack pipeline and ways the security community may mitigate this threat.

Patrick Mahomes overcomes unprecedented start to lead Chiefs win: 'We can battle through adversity' https://www.nfl.com/news/patrick-mahomes-overcomes-unprecedented-start-to-lead-chiefs-win-we-can-battle-through-adve…

Blaine's talk is SO GOOD @… - I'm going to get his slides too, and we should embed the hertzog video.
Speaking of great talks, will we have more or less tears at this year's #ATmosphereConf?

Give us feedback on what you want to see in Vancouver in March!
Please share this far and wide: this is not just a tech conference, it's building the communities and shared spaces that we want together.
#WeCanJustDoThings
https://

The 2026 #ATmosphereConf is aiming to be about 2x this year.
If we hit 350-500, then year after 2027 will be roughly double and we need to start planning a year ahead to secure venues.
And! Start planning your 2026 regional confs too!
We’re growing and need to plan for it!