Hardware
every way to buy a gaming GPU just got more expensive — all at once
AMD, Nvidia, Sony, Microsoft and Nintendo all raised prices in 2026. it's the same memory shortage breaking every platform.
Ravi Malhotra · 4h ago · 7 min
Local-AI hardware
What GPU do you actually need?
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.
Latest
AI
the white house just finished its AI safety rulebook — then classified it
OpenAI, Anthropic, Meta, Microsoft, Nvidia and Google all sat through the briefing. none of us get to read what it actually says.
Lena Fischer · 4h ago · 7 min
AI
openai just made GPT-5.6 80% cheaper — three weeks after it launched
Luna dropped from $6 to $1.20 per million output tokens overnight. this is what an actual price war looks like.
Lena Fischer · 4h ago · 6 min
Software
Cisco's firewall management tool shipped with a hidden login — and attackers found it first
CVE-2026-20316 is a static-credential bug in Secure FMC that's already on CISA's Known Exploited Vulnerabilities list, with a federal patch deadline of August 1.
Priya Nair · 10h ago · 6 min
Software
A booby-trapped image upload can now steal your Rails app's secret keys — no login needed
CVE-2026-66066 scores a 9.5 on CVSS 4.0 because Active Storage's image pipeline can be tricked into reading any file the app can read, no authentication required.
Priya Nair · 10h ago · 7 min
Software
This Linux bug has quietly handed out root access since 2017 — and it leaves zero trace
Qualys just named a nine-year-old race condition in XFS that turns any local login into root, and the disk never shows it happened.
Priya Nair · 10h ago · 6 min
Hardware
is 12GB of VRAM enough for local AI in 2026? The honest answer
12GB is the entry floor for local AI — enough to run genuinely useful models, but with a real ceiling. Here's exactly what 12GB gets you, and when you'll want more.
Ravi Malhotra · 10h ago · 10 min
AI
can the RTX 3060 12GB run DeepSeek R1? Yes — the 8B distill, on a budget
You don't need an expensive card for local reasoning. The cheap RTX 3060 12GB runs DeepSeek R1's 8B distill — genuine step-by-step thinking for around $200. Here's how, and the limits.
Lena Fischer · 10h ago · 10 min
Hardware
RTX 3060 12GB vs 5060 Ti 16GB for local AI — which budget card wins? (2026)
The cheap used pick versus the newer 16GB card. More VRAM and speed, or the lowest price? Here's the honest budget-GPU showdown for local AI.
Ravi Malhotra · 10h ago · 10 min
PC Hardware
More →Hardware
is 12GB of VRAM enough for local AI in 2026? The honest answer
12GB is the entry floor for local AI — enough to run genuinely useful models, but with a real ceiling. Here's exactly what 12GB gets you, and when you'll want more.
Ravi Malhotra · 10h ago · 10 min
Hardware
RTX 3060 12GB vs 5060 Ti 16GB for local AI — which budget card wins? (2026)
The cheap used pick versus the newer 16GB card. More VRAM and speed, or the lowest price? Here's the honest budget-GPU showdown for local AI.
Ravi Malhotra · 10h ago · 10 min
Hardware
what LLMs can the RTX 3060 12GB run? The full list with real speeds (2026)
12GB of VRAM runs more than you'd think — from snappy 7B models to a DeepSeek R1 distill. Here's exactly which local models the RTX 3060 12GB can run, and how fast.
Ravi Malhotra · 10h ago · 10 min
AI & Local LLMs
More →AI
the white house just finished its AI safety rulebook — then classified it
OpenAI, Anthropic, Meta, Microsoft, Nvidia and Google all sat through the briefing. none of us get to read what it actually says.
Lena Fischer · 4h ago · 7 min
AI
openai just made GPT-5.6 80% cheaper — three weeks after it launched
Luna dropped from $6 to $1.20 per million output tokens overnight. this is what an actual price war looks like.
Lena Fischer · 4h ago · 6 min
AI
can the RTX 3060 12GB run DeepSeek R1? Yes — the 8B distill, on a budget
You don't need an expensive card for local reasoning. The cheap RTX 3060 12GB runs DeepSeek R1's 8B distill — genuine step-by-step thinking for around $200. Here's how, and the limits.
Lena Fischer · 10h ago · 10 min
Gaming
More →
Gaming
is a 4K gaming monitor worth it in 2026? The honest answer depends on your GPU
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 · 20h ago · 10 min
Gaming
IPS vs VA vs OLED gaming monitors (2026) — which panel should you buy?
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 · 20h ago · 10 min
Gaming
what refresh rate do you need for gaming? 60 vs 144 vs 240 vs 360 (2026)
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 · 20h ago · 10 min
Software & Apps
More →Software
Cisco's firewall management tool shipped with a hidden login — and attackers found it first
CVE-2026-20316 is a static-credential bug in Secure FMC that's already on CISA's Known Exploited Vulnerabilities list, with a federal patch deadline of August 1.
Priya Nair · 10h ago · 6 min
Software
A booby-trapped image upload can now steal your Rails app's secret keys — no login needed
CVE-2026-66066 scores a 9.5 on CVSS 4.0 because Active Storage's image pipeline can be tricked into reading any file the app can read, no authentication required.
Priya Nair · 10h ago · 7 min
Software
This Linux bug has quietly handed out root access since 2017 — and it leaves zero trace
Qualys just named a nine-year-old race condition in XFS that turns any local login into root, and the disk never shows it happened.
Priya Nair · 10h ago · 6 min