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This is how the Tesla Cybercab fleet is going to look.
Elon said Tesla will have liquid-silver Cybercabs as well as gold. Love it.
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MacroScope is bull posting BTC as protection against a huge print and the setup looks like this. Consider yourself warned. $BTC
A huge print is starting to come into view. Weβre obviously not there yet, not even close, but the eventuality is taking shape.
Traders should be developing a gameplan in advance -- things to keep on the screen and an understanding of historical precedent.
Before a print happens, there can be a window in which inflation protection can be bought cheaply, because protection initially gets sold along with everything else. A good template for this (and everyone should get familiar with it) is goldβs decline in mid-late 2008, then its surge over the next few years as the Fedβs policy response to the crisis took hold. And note: In 2008, gold bottomed before stocks.
The main questions in these situations are timing and price: How long does the window stay open for acquiring protection before a policy response takes hold, and how cheap does protection get?
Big prints are rare (and history doesnβt repeat exactly) so there are no set answers or rules. Gold and BTC may have already seen most of their selling. But if opportunities do develop, investors with dry powder will be best positioned to take advantage of them (as always).
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Added an RTX PRO 6000 as a sidecar to my DGX Station GB300. ~3β4Γ faster inference in the DeepSeek and GLM benchmarks.
Iβm betting on local inference.
Recipes and benchmarks:
github.com/tomascupr/dgx-staβ¦
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Bears will get obliterated.
Stand by.
jeuk.substack.com/p/a-buyersβ¦
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π Qwen 3.8 27b NVFP4 inside TensorFold native CLI on @Windows 11 cooking on a @nvidia RTX 5090. π€―
Single-stream decode was ~220 tps for prose.
Prefill was ~12,200 tps
C=4 was over 500 tps decode.
Will be in the next engine release ππΌ
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Tesla Model Y has been the worldβs best-selling passenger vehicle for 3 consecutive years
2023 β #1
2024 β #1
2025 β #1
Model Y alone has surpassed 4 million global sales, while Tesla has now delivered more than 10 million vehicles worldwide
Not just the best-selling EV
Model Y beat every gas, hybrid and electric passenger vehicle worldwide for three straight years
An electric car reaching this scale would have sounded impossible not long ago
Now millions of Model Ys are on roads around the world
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Most people donβt know that the best-selling car in the world is the Tesla Model Y.
And the second and third best-selling cars are much cheaper.
Tesla Model Y has been the worldβs best-selling passenger vehicle for 3 consecutive years
2023 β #1
2024 β #1
2025 β #1
Model Y alone has surpassed 4 million global sales, while Tesla has now delivered more than 10 million vehicles worldwide
Not just the best-selling EV
Model Y beat every gas, hybrid and electric passenger vehicle worldwide for three straight years
An electric car reaching this scale would have sounded impossible not long ago
Now millions of Model Ys are on roads around the world
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π¨ Tons of misinformation are being spread about AI right now
Here are the actual facts
- GPU demand is still sky-high
- token usage is exploding as costs go down
- No, enterprises have NOT hit peak AI
- 99% of workflows still need to be automated
- AI is more correct than almost all humans
- AI helps most humans become 10-100x more creative
- Globally, AI has elevated humans and made the playing field more even
Overall, this leads to a far more efficient, revenue-maximizing system. It will eventually make work optional and usher in the age of abundance
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TensorFold 1.2.4 is out. π
Two of the measured wins in this release:
β’ DeepSeek-V4.1 restored a saved 319K-token conversation from NVMe in 1.2 to 1.4 seconds, versus 155 to 178 seconds, on two GB10s at CUDA TP=2 with replay prefill.
β’ Flash Next on M5 Ultra: two overlapping clients finished in 47 seconds instead of 127 in the MLX 4-bit parallel-serving test.
Also new: Gemma 4 E4B on CUDA, LFM3-1.7B text on Metal and Clef-Flash decisions on HIP. The HIP runtime now builds and loads on Windows too.
There are cold-loading improvements, tool-call fixes and clearer API errors.
One upgrade note: existing disk-cached prompt states need a fresh prefill after updating.
Thank you to everyone behind the code, testing and bug reports. The community puts an incredible amount of work into these releases.
@arminxnova @atasrb @Bizuayeu @BlivionIaG @codengod @defilan @devopsfortunato @unigilby @jayleaton @jishvenugopal @Wi11y010 @teleogen @lasse_ai @petruspennanen @dubsthedev @woolsey
And on GitHub: AbrahamCete, AdrianBinDC, BobClawblaw, ElderOrb, gordonhatusupy, goshi, jschmied, laidick, ppardus, shuuul and tolewis.
@petruspennanen @plotarmordev @volatilemarkts @MiaAI_lab
tensorfold.dev
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The Tesla Cybertruck order backlog is currently far more than we can make before dismantling the line for Cybercab expansion around June/July next year.
We will add an extra shift to try to get all orders done in time.
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We should seriously start working on replacing all politicians with AI.
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I've changed how I work over the last few weeks.
I now have one lead agent for each area of focus, running all the time, and a chief of staff agent that oversees them. Each lead manages its own sub-agents that write code, test it, chase reviews, and coordinate with team members.
Everything I need to decide or review comes into one prioritized queue, a simple local web app. Each product review includes screenshots and a video demo of the feature. I clear the queue in batches, mostly by voice and keyboard shortcuts. The leads also bring back ideas I hadn't considered.
Working from one queue, instead of switching between dozens of chats, has cut a lot of mental overhead. The system keeps learning my preferences and distilling my judgment into a "Brian brain," so its recommendations and first drafts get better before they reach me. The goal is fewer corrections per change.
Every change still goes through the same human review and security checks. It is eliminating tasks, not human judgment.
What an exciting time to push the frontier of productivity, especially as we build the economy for agents (agentic finance). We should all keep pushing in this direction.
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#Altcoins
We've already seen two legendary bull Market for Altcoins.
The third is on the horizon.
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The pattern will repeat.
Bid the box.
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Qoder has a new stealth model.
Name: Qoduck.
Origin: undisclosed.
Ask not where it came from. Watch where it goes.
Free daily for a limited time.
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Expansion is coming.
Most will miss it.
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Building blockchain infrastructure for global settlement. π
At the Hong Kong Digital Asset Summit, TRON Founder @justinsuntron shared how #TRON supports stablecoin settlement at scale, enables greater institutional participation, and prepares the network for long-term security.
Watch the closing keynote highlights. π»






























