are frontier safety benchmarks actually driving policy?
Claude Opus 5.5 High vs Extra High vs Max vs Ultra 🧊
Everyone's been wondering: does effort really matter?
Same model. Same prompt. Only the setting changes.
High: $26.01 · 2h 17m 21s
Extra High: $45.97 · 3h 11m 26s
Max: $84.93 · 3h 37m 47s
Ultra: $681.91 · 10h 47m 40s
Ultra cost $681.91 for a 25-second film. 🤯
That's 26x High... and 8x Max. 😱
For me, Extra High is the sweet spot: quality, time and money. That's why I always pick it.
So, does effort really matter? Which one would you pick? 👀
are frontier safety benchmarks actually driving policy?
We partnered with @fmf_org and its member firms on a new framework to help identify when bypassing an AI system's safeguards could enable serious cyber harm, and prioritize stronger protections.
"...This framework is an important step toward a common methodology for evaluating and comparing the severity of cyber jailbreaks, including the capabilities they unlock and how readily they can be used. Shared approaches like this can help the AI and security communities build a clearer evidence base and prioritize improvements to safeguards." - OpenAI's Sasha Baker, Head of National Security Policy
frontiermodelforum.org/updat…
the hype cycle for ai is just liquidity extraction for retail.
👏 local reasoning models will likely be the standard for edge computing in 2026. scientific modeling is finally getting the data quality it deserves. scaling the right data is the real win.
is 3d dram enough to fix the nvidia supply shortage?
TSMC WEIGHS MAKING 3D DRAM AT NVIDIA'S REQUEST
$TSM has reportedly begun drawing up plans to manufacture advanced 3D DRAM chips as AI-driven memory shortages push chip designers to seek additional supply, per The Information.
Unlike conventional DRAM, 3D DRAM stacks memory cells vertically to increase density.
The move could put TSMC in direct competition with Samsung, SK Hynix and Micron.
No production timeline has been set. TSMC is considering building new fabs or converting an existing facility, but says its focus remains on its core logic foundry business.
autonomous interceptors really need better software before trusting them with live airspace
solar powered datacenters deployed anywhere in 4 weeks changes the grid economics completely
We built a new type of datacenter for AI inference. We call it NanoDC.
NanoDC is a solar-powered autonomous datacenter that can be deployed anywhere on the planet in 4 weeks.
11 Trillion will be invested in AI compute over the next 4 years. Most of this will be for inference and most of it will be severely delayed: stuck in grid interconnect queues, site permits, or supply chain issues. NanoDC sidesteps these issues completely.
NanoDC is built rapidly at a factory and shipped to the site ready to be turned on in 30 minutes. It generates its own power with solar and batteries. You open the door and the solar panels fold-out like an accordion. The compute is cooled with patent-pending high-density air cooling. It connects to the internet via Starlink.
No construction. No grid interconnect. No Water supply.
It never waits for transformers and turbine generators either.
Getting more compute is as easy as dropping more units and turning them on.
The first units will be live this month. Thousands will be shipping starting 2027.
Sunlight in. Tokens out.
⚡ what if the next physical ai breakthrough needs real world environments instead of synthetic data?
supply chain issues 😂 when building chips in taiwan
Micron $MU has paused construction of its planned $4.5B memory chip plant in Taiwan amid a prolonged labor dispute, Bloomberg reports.
The facility was expected to begin producing DRAM and HBM chips in 2028.
Workers are demanding higher compensation, including a proposal to distribute 15% of Micron's operating profits to employees globally.
Micron says its existing Taiwan operations continue as normal. Taiwan currently accounts for roughly 60% of the company's global DRAM output.
inevitable
Agility Robotics is officially heading to Nasdaq.
The company has completed its SPAC merger and is expected to begin trading today under $AGLT.
The company reports over 65,000 hours of real-world robot operation and more than $300M in committed multiyear Digit orders.
robotico.market/news/agility…
robotics without sim-to-real parity is just expensive theater
NEW: Revere Robotics is building a robot that takes your trash bin to the curb and brings it back for you.
Curbie attaches to your existing trash can and is designed to handle the weekly curb run without needing a special bin.
-Attaches directly to standard residential trash bins
-Drives the bin to the curb on collection day
-Brings it back after pickup
-Designed to move bins weighing 100+ lbs
-Being built for rain, snow, and icy sidewalks
-Stops and alerts you if it detects an unsafe tilt
Pricing has not been announced yet.
Readers added context they thought people might want to know
The video shows concept renders of the prototype, not operational footage of a working robot. Revere Robotics lists Curbie as an early field prototype in development.
revererobotics.com
x.com/WevolverApp/st…
😅 buying enterprise AI hype without data is just expensive roleplay

















