A dev got tired of Linux having no answer to NVIDIA Broadcast -- so they built one.
NV Broadcast for Linux:
48fps at 1080p (custom fused CUDA kernel)
-AI background removal, blur, replace
-RNNoise mic + speaker denoise
-Local Whisper meeting transcription
-Works in Chrome, Zoom, OBS, Discord
9 processing modes. Multi-distro. Open source.
👇 https://t.co/LEnhctMnjC
https://t.co/vA0VVUosVU
@unusual_whales The bottleneck for AI agents in production isn't reasoning — it's calibration against outcome data. Self-play / dreaming helps reasoning, but the agents that actually improve are graded on revenue, conversion, ROAS. Synthetic feedback isn't real feedback.
Today, we're excited to launch AI Coverage (insurance for when your AI messes up).
Insurance was built for risks that have existed for decades. AI is creating a new category very quickly.
SITUATION DETECTED: Google, Microsoft and xAI have agreed to give the US government early access to new AI models before public release for national security evaluations, per Bloomberg.
OpenAI and Anthropic already had existing agreements and have renegotiated them.
*Crab Mentality Effect*
I spoke with Americans who believe that Indians support each other so much that it makes it difficult for non-Indians to succeed in the workplace.
I also talked to Indians who feel that many Indians do not help one another and often ignore their fellow countrymen unless they can benefit from them in some way.
Another group of Indians might engage in scams or illegal activities against fellow Indians without considering the long-term consequences.
Some Indians may help you find a job but will expect to take 20% of your earnings as a fee, and for that, they can even arrange anything for you (you can wild guess here, and wild examples in different positions*)
Lastly, when I talk to Indians in India, there's a prevailing attitude that if someone isn't able to succeed, they won't help others succeed either.
I consider myself fortunate to have traveled and made amazing friends from India, America, Taiwan, and some parts of Europe; people I can trust and share my stories with.
However, I don't find anything particularly interesting in the above experiences, as we often encounter similar examples across various communities, and "EXCEPTIONS ARE ALWAYS PRESENT".
What intrigues me more is the *why* behind these behaviors.
Here are a few thoughts I have, though I may be mistaken:
1. One reason could be resource guarding. If we are born and raised in India, we might learn to guard resources, whether consciously or unconsciously. As we may have never seen things in abundance.
2. The influence of comparison and societal expectations in defining a path to success.
3. The experience of not knowing and simply figuring things out in different phases, which can have both negative and positive outcomes.
My point is that crab mentality will lead you nowhere. While success means different things to different people, what you do and how you behave serve as a lesson for the next generation, both consciously and unconsciously. They may also struggle with the same behaviors. This might not necessarily be a flaw, but ultimately, it is up to you to decide what you want to be.
Introducing Claude Opus 4.7, our most capable Opus model yet.
It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back.
You can hand off your hardest work with less supervision.