Roger Rose

Developer. Most of my side projects right now are AI-related.

[Roger Rose @RealRogerRose]

@RoundtableSpace Just buy a few books and view the text once, it's faster. With SI models you have to additionally read the cited sources to see if it's hallucinating.

[Roger Rose @RealRogerRose]

@TheAhmadOsman Deepseek is great at coding but totally bad with artwork. Opus and Nemotron are best at artwork.

[Roger Rose @RealRogerRose]

@realEstateTrent Grow food for the community

[Roger Rose @RealRogerRose]

@HermesWatcher All the time. It's Tailscale and VNC on android and its a pain

[Roger Rose @RealRogerRose]

@davepl1968 I am nearby. Hi

[NSA Cyber @NSACyber]

Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.

[Alexey Fateev @superalesha]

DeepSeek just published the price of a token, and it should make you angry.

From their own DeepInfer docs: 1 cluster serves 155 trillion tokens a day, at $38 of revenue per GPU-hour, and thats at off-peak prices. Their API is $0.30 per million input tokens and $1.20 per million output at peak.

Yuchen Jin did the math: even if they rented B300s at $7 an hour, thats about 82% gross margin. Other estimates go higher.

So cheap AI is not charity and it is not "dumping". At these prices serving a frontier-class model is a very profitable business, if your inference stack is good enough.

Now remember every time a US lab told you that intelligence is expensive. That $200 a month is a fair price. That limits exist because compute is scarce.

Part of that is true. Part of it is a business model built on you not knowing what a token actually costs.

DeepSeek just showed everyone the numbers and gave away the engine. Every inference company can now compete on price with the same software. Thats how AI gets cheap for everyone.

[DeepSeek @deepseek_ai]

🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!

Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.

🔗 https://t.co/JGAik1kgk0

1/4

[Roger Rose @RealRogerRose]

@HermesAgentTips Deepseek. But also use any free models on openrouter to save money

[Roger Rose @RealRogerRose]

@0xSero That's faster than I can think. Slow it down 🤣

[Roger Rose @RealRogerRose]

@davepl1968 @CrazyVibes_1 I've traveled all over and everyone is struggling to pay bills.

[Refuseless @refuselessai]

DeepSeek V4.1 Flash 1017

Openrouter:
$0.05 / $0.60

Refuseless:
$0.05 / $0.15

[Roger Rose @RealRogerRose]

@refuselessai What's the Tok/s typically at? Is there stats like openrouter

[Roger Rose @RealRogerRose]

@ComputerLove_ I immediately installed OpenWRT after receiving it

[Matt The Welder @Matt_The_Welder]

🚨 FLORIDIANS ARE BEING TRACKED, AND THE MONEY TRAIL IS WORTH A LOOK.

The companies behind Flock cameras, cellphone surveillance & Stingray devices are $75K Platinum Partners of the Sheriffs Association. @FLSheriffs

The Association is running ads against Amendment 3.
One stay-at-home mom was tracked by Flock 100+ TIMES.

[Roger Rose @RealRogerRose]

@rohanpaul_ai It's a ploy anthropic is using to help pass legislation to ban their competitors.

[Roger Rose @RealRogerRose]

@WatcherGuru They are trying to buy their way into passing legislation to ban their competitors

[Roger Rose @RealRogerRose]

@damondanner @WatcherGuru To their profits

[Roger Rose @RealRogerRose]

@BrianRoemmele You need to up your game bro lol

[Roger Rose @RealRogerRose]

@Teknium Yeah bro for big changes like that always default to off then tell folks about it. Keep up the good work.