
Nvidia just showed off DLSS 5 — and if you don't own an RTX 50 card, you're locked out
Jensen Huang called it 'the GPT moment for graphics.' Everyone with an RTX 40 card or older just got told to wait.
Diego Santos · 15h ago · 7 min

Jensen Huang called it 'the GPT moment for graphics.' Everyone with an RTX 40 card or older just got told to wait.
Diego Santos · 15h ago · 7 min
Local-AI hardware
Which card runs a model, what fits at your context length, and what it costs to rent — computed from each model's own config and live provider prices. Not opinion.

AMD's own numbers put its workstation GPU at 53 tokens a second on Meta's new 30B model. Nvidia's flagship does more — for over three times the price.
Ravi Malhotra · 15h ago · 6 min

For four days in Texas you could buy an RTX 5090 at launch price. This week, Newegg's median RTX 5070 costs $240 more than it did in June.
Nadia Rahman · 15h ago · 6 min

While DRAM shortages push RTX 5070 prices up 36% and RTX 5060 up 27% at the median, AMD's 12GB Navi 48 card just fell to its lowest price ever. Here's whether that math still makes sense.
Nadia Rahman · 1d ago · 7 min

CVE-2026-20200 lets a low-privilege, already-logged-in attacker take full root control of Cisco UCS C-Series servers through the web management interface — and the discoverer's own proof-of-concept tool is sitting on GitHub right now.
Ravi Malhotra · 1d ago · 6 min

Muse Glimmer runs on a single consumer GPU and, per Meta's own numbers, beats Gemma4-31B and Qwen3.6-27B at agentic and coding tasks — and Zuckerberg used the release to make his most pointed case yet for open AI over the API-gated kind.
Lena Fischer · 1d ago · 7 min

An Android app called RikkaHub Agent turns a phone into a local-LLM-powered agent that can write code, run Linux commands, and compile software on its own — as long as you keep saying yes.
Priya Nair · 2d ago · 8 min

Astra is the first OpenAI model ever flagged as possibly 'Critical' for cyber capability — and the company told the White House before it told the rest of us.
Lena Fischer · 2d ago · 8 min

The card was reportedly finished and sitting with board partners — and Nvidia shelved the whole Super lineup anyway.
Ravi Malhotra · 2d ago · 7 min

AMD's own numbers put its workstation GPU at 53 tokens a second on Meta's new 30B model. Nvidia's flagship does more — for over three times the price.
Ravi Malhotra · 15h ago · 6 min

CVE-2026-20200 lets a low-privilege, already-logged-in attacker take full root control of Cisco UCS C-Series servers through the web management interface — and the discoverer's own proof-of-concept tool is sitting on GitHub right now.
Ravi Malhotra · 1d ago · 6 min

The card was reportedly finished and sitting with board partners — and Nvidia shelved the whole Super lineup anyway.
Ravi Malhotra · 2d ago · 7 min

Muse Glimmer runs on a single consumer GPU and, per Meta's own numbers, beats Gemma4-31B and Qwen3.6-27B at agentic and coding tasks — and Zuckerberg used the release to make his most pointed case yet for open AI over the API-gated kind.
Lena Fischer · 1d ago · 7 min

Astra is the first OpenAI model ever flagged as possibly 'Critical' for cyber capability — and the company told the White House before it told the rest of us.
Lena Fischer · 2d ago · 8 min

Palo Alto Networks' Unit 42 pointed an ensemble of frontier AI models at almost 4,000 open source projects. 99.4% of what it found had never been reported before.
Lena Fischer · 3d ago · 6 min

4K looks glorious — but it costs ~4× the GPU power of 1080p, and for competitive play it's the wrong choice. Here's who a 4K gaming monitor is genuinely worth it for, and who should skip it.
Diego Santos · Aug 4 · 10 min

OLED used to be a luxury with a burn-in asterisk. In 2026 the prices collapsed and the burn-in fear is largely outdated — here's the honest panel comparison, and who each is really for.
Diego Santos · Aug 4 · 10 min

The jump from 60Hz to 144Hz is life-changing. Everything after that has diminishing returns — unless you play competitively. Here's exactly how many Hz you actually need.
Diego Santos · Aug 4 · 10 min

An Android app called RikkaHub Agent turns a phone into a local-LLM-powered agent that can write code, run Linux commands, and compile software on its own — as long as you keep saying yes.
Priya Nair · 2d ago · 8 min

Three CVSS 10.0 vulnerabilities in Planetary Computer Pro, Azure SQL Database, and Teams got quietly patched on August 6 — completely outside Microsoft's scheduled August 11 Patch Tuesday.
Priya Nair · 3d ago · 6 min

One compromised maintainer account, ten trojanized packages, two billion downloads a month — and the malware is specifically hunting for your Claude and Cursor configs.
Priya Nair · 3d ago · 6 min