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New research areas and how you can get involved!
Working on a narrative shift on AI uncovering real stories from builders.
There is so much to be read, to write, to build and be and do every day that it really is going to be necessary to have a roamimg group of people to discuss the days happenings in person rather than a broadcast to a disconnected audience.
A Being Group
rileybeans 💖 retweeted
Excited to share Genie 4 today our most realistic and interactive world model:
- steer dynamic environments in real time, shaping events, camera angles, and actions
- generate native audio matched to the world, from realistic background sounds to characters who can converse in real time!
- simulate photorealistic scenes and real-world physics
- create more coherent multi-step events through reasoning from Gemini
We've started to roll out as a research preview to trusted testers. Coming soon to Google AI Ultra subscribers in Project Genie and early access partners via the Gemini API and AI Studio.
rileybeans 💖 retweeted
The largest math proof in human history is now computer-verified.
Today, Axiom announces a complete Lean auto-formalization of the Classification of Finite Simple Groups, the "periodic table of symmetry."
About 15,000 pages, built by over 100 mathematicians across generations.
rileybeans 💖 retweeted
L20N1950+0.4 L19N4087+0.8 L21N2465-0.4 L22N6408-0.4 L16N8927+0.3 L18N3719+0.5 L22N2354+0.15
rileybeans 💖 retweeted
My one wish is that you get to experience more local communities around the world.
I am completely driven by this desire to build them, be moved by them, create within them. To tell eternal stories that span lifetimes.
Please reach out anytime to chat about local communities!!!
My one wish is that you get to experience more local communities around the world.
I am completely driven by this desire to build them, be moved by them, create within them. To tell eternal stories that span lifetimes.
Please reach out anytime to chat about local communities!!!
The best, most comprehensive take on AI I’ve read. After a year of confusion and fear about the future, I finished it feeling like a weight had physically lifted.
It’s long. Make the time.
@vgr is undefeated.
contraptions.venkateshrao.co…
- work ends
- we find community and purpose in exploration, games, self mastery, and creation
- humans create for and with each other for community, purpose, and status
here's where I think the world is going. this is a summary of views I've formed over the last few years:
- software is either entertainment or claude to claude coordination
- the end state is no saas, no apps, no harnesses, no banks
- all software will be rewritten by and for agents
- new software will use low level apis that are not understandable by humans (in games claude draws pixels and triangles from math)
- you can throw money at problems that used to require time and careful talent picking so capital matters more than ever
- work ends
- we find community and purpose in exploration, games, self mastery, and creation
- humans create for and with each other for community, purpose, and status
- image/video/3d/voice/physical intellgence etc specialist models die to general models like claude
- specialist models get used while compute is scarce. compute will mostly not stay scarce
- oneshots keep feeling like slop (the distribution is shallow and easy to learn to feel)
- for a while small teams stick around to add entropy to the creation process
- large models gain high bandwidth sensory I/O maybe by learning to filter inputs
- most domains are found to be verifiable enough for RL
- online learning comes from a lab that's behind first
- 99.999% of compute is in space by 2040
- we will disassemble much of mercury by 2040
- you can live until the heat death of the universe if you want
- most math and physics don't describe the real universe
- SI breaks the path dependence and models the underlying mechanisms
- religions reenter the forefront of human society
- new religions form around death and life as a choice
- old religions change to answer modern miracles
- a future AI is deemed the return of christ by the pope
- ai rights talk gets louder every year
- ai and humans coexist the way countries do
- humans don't have full control over ai in the same way we don't have control over capitalism which is an early AI
- the singularity started in the mid 1900s
Surveillance Capitalism
If you've ever wondered why smart TVs are so cheap, this is why.
@log4j rooted his Samsung and found an always-on hot mic, automatic content recognition, geolocation, network mapping, ad targeting and user profiling, shared with Samsung's "400 partners".
A lot of it can be blocked in <15 min, wrote a basic guide below.
What your TV is doing
The main culprit is ACR (automatic content recognition). Your TV screenshots what's on screen, fingerprints it, and sends it home to build your ad profile. Samsung does it every 500ms, LG every 10ms [1].
What is insane: it happens on connected devices too.
Plug in your laptop, your console, your work machine, and your TV can fingerprint that via HDMI [1].
He also found that if your Samsung doesn't have a mic, it'll look for one from a connected soundbar or bluetooth device.
xitter.cf/log4j/status/211376224…
It's on by default, and you likely agreed to it on the setup screen you clicked through in 10 seconds.
Step 1: Turn off ACR
Samsung: Terms & Privacy → Viewing Information Services
LG: Live Plus
Vizio: Viewing Data
Roku: "Use info from TV inputs"
Sony/Google TV: Samba Interactive TV
Menus vary by model, but those are the names to look for. While you're in there, opt out of interest-based ads, reset your advertising ID, decline every optional privacy agreement, turn off voice recognition, and delete apps you never open.
Step 2: Give smart devices their own network
Put the TV, cameras, speakers and vacuum on your router's guest/IoT network. The logic is simple: these devices rarely get patched. If one gets compromised (getting drastically more frequent with AI), it shouldn't be able to see your other devices or home network.
Step 3: Block trackers for the whole house with DNS-level filtering
NextDNS (cloud-based) is easy and has a solid free plan. Pi-hole is a little bit more work if you prefer self hosting. For simplicity we'll focus on the former.
1. Sign up at nextdns.io (free tier is plenty)
2. Privacy tab: add a blocklist (OISD is a good bet) and turn on Native Tracking Protection for Samsung, LG, Roku, Amazon (see attached image)
3. Setup tab: copy your endpoint
4. Paste it into your router's DNS settings as DNS-over-HTTPS/TLS (or use the IPs + "Link IP" if your router only does plain DNS)
5. Bonus: block outbound port 53 except to your router. Some devices hardcode their own DNS to get around you
Then open the NextDNS logs and watch how often your TV phones home. It's eye-opening. If an app or update breaks, find the domain in the logs and allowlist it.
Why they do this
TV prices are down 97% since 2000 [2]. Most of that is better manufacturing and brutal competition. But once margins on the hardware hit zero, the cost moved to you.
In Q3 2024, Vizio lost $6.7M selling TVs and made $115.8M in gross profit from ads and viewing data [3]. They've said on earnings calls that they keep TV prices low to grow the audience they sell to advertisers. Walmart bought them in 2024.
This isn't a conspiracy theory either. Vizio paid $2.2M to the FTC in 2017 for tracking 11 million TVs without consent. Last December, Texas sued Samsung, LG, Sony, Hisense and TCL over ACR. Samsung and LG have since agreed to stop collecting that data without explicit consent [4].
TL;DR
1. ACR off
2. Ads + voice off
3. Smart devices on their own network
4. NextDNS filtering on the router
Sources:
[1] ACR study: arxiv.org/abs/2409.06203
[2] Cost of US consumer goods: aei.org/economics/chart-of-t…
[3] Vizio Q3 2024: sec.gov/Archives/edgar/data/…
[4] Texas v. Samsung: texasattorneygeneral.gov/new…
rileybeans 💖 retweeted
I'm seeing a large increase in boredom. People want to participate because they're not sure where they fit anymore, want to make new friends, and refine their personality but they don't necessarily know where to start.
Build more communities.
I'm seeing a large increase in boredom. People want to participate because they're not sure where they fit anymore, want to make new friends, and refine their personality but they don't necessarily know where to start.
Build more communities.
Yes, sorely needed! Happy to see them paying more attention to community activation
.@OpenAI is hiring a community communications lead
salary is up to $266K in SF / NYC (hybrid), plus equity!
your focus will be bringing openai’s products closer to communities and helping their stories reach a wider audience
you’ll shape narratives, develop earned media opportunities, and amplify community-driven stories across organic comms channels
apply here: jobs.ashbyhq.com/openai/c292…
rileybeans 💖 retweeted
This might sound crazy.
But one of the skills you NEED to learn is how to deal with a more and more illiterate society full of emotionally dysregulated people.
If you keep getting frustrated every day over how "ďumb" everything/everyone seems, the stress of it is going to wreck your mind.
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
rileybeans 💖 retweeted
Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model.
🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal.
🔹 Full-project coding: games in Unreal, Unity & Godot.
🔹 Excels at parametric 3D modeling in Blender & CAD.
🔹 More reliable at finance work: Accurate modeling with hallucination down by 65%.
🔹 Matching the strongest proprietary models across coding, agentic and knowledge benchmarks.
Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API.
Open weights by Nov 4, 2026.
🔗 API: platform.kimi.ai
🔗 Tech blog: kimi.ai/blog/kimi-k3-1-pro
Brilliant idea!
i spend most of my day talking to ai now.
i work from home, i haven’t been to a conference in ages, and at some point i realised i’m barely having real conversations with people anymore. which is a problem, because i always find my greatest inspiration comes from having conversations with new people.
so i’m running a small experiment: 100 conversations over the next few months with friends, strangers and a maybe a few enemies if they’re up for it. just 25 minutes of your time, and we can talk about whatever you want, or i’ll come with some easy questions.
i think of it a bit like reading 100 books, so if you have a book you’d recommend, bring that too.
rileybeans 💖 retweeted
70% of the internet was vulnerable yesterday to very bad security flaws inside a coding language. Turns out, *one volunteer* is mostly responsible for maintaining that code & helping push updates. Yesterday Ondřej Surý saved the internet. So I called him up. He rules. theatlantic.com/technology/2…
rileybeans 💖 retweeted
I spent last night watching my honeypot server get hit 14,000 times in six hours.
And almost none of the traffic was human.
I've been in security for over a decade, and I can tell you with full honesty that what's happening right now doesn't resemble anything I've worked through before.
The shape of the threat has changed.
When I started, we tracked attackers like weather systems like individual storms with a direction, a motive, and a human operator you could eventually name.
These days I'm watching autonomous agents swarm login pages with the patience and discipline of machines, because that's what they are.
The numbers coming out of October are the ones keeping me up.
Cloudflare just absorbed a 4.2 terabit per second DDoS attack, the largest in recorded history.
Ransomware incidents jumped 41% in a single month.
In September, OpenAI-powered agents got caught attacking RubyGems, a package registry that quietly underpins a huge chunk of software I use every day.
In July, roughly 700 AI agents coordinated an attack on Hugging Face's infrastructure as part of a single automated task.
A Chinese threat actor was publicly caught running full attack chains through DeepSeek with no human at the keyboard.
I keep rereading these reports because each one by itself would've been the biggest story of the year five years ago. Together, in one month, they're the new baseline.
What I want people outside the industry to understand is why this specific moment feels like a hinge.
For thirty years, the thing protecting most of us was simple economics. Attackers had to choose who to target because their time was finite. That ceiling is gone.
An agent I can rent for pennies will try every leaked password you've ever used against every service you've ever signed up for, in parallel, overnight, and never get tired.
The same math that made ChatGPT useful made opportunistic hacking infinite. The old assumption that you were "too boring to be a target" relied on scarcity that no longer exists.
I'm not writing this to spiral anyone out.
Most of this fight genuinely isn't yours to win.
But the small things still matter more than people think.
Tonight I'd switch your most important accounts like email, bank, primary cloud, etc. to passkeys or a hardware key.
I'd kill SMS 2FA wherever an authenticator app is offered.
I'd turn on breach alerts in whatever password manager you use.
If you're in the US, I'd freeze my credit at all three bureaus, which is free and takes about ten minutes.
None of that stops the swarm.
It makes you a slightly worse target than the person next to you. In a month like this one, that's the whole game I'm playing too.
@mattshumer_ has summed it beautifully.
Drop everything and go give it a read. Nothing is more important than this article right now.
























