This is one of the largest flags ever flown in the United States behind a moving vehicle. Happy birthday America!! I had to share this unreal (but completely real) video by the Diesel Brothers. Insane stuff guys.
A Bittensor subnet just built an AI safety model that beats the big players
Trishool (@trishoolai), Bittensor's (@opentensor) subnet 23, released HaloGuard 1.0 today. The 4B version claims first place across seven established prompt-safety benchmarks, and the 0.8B version outperforms models several times its size.
The pitch is speed over scale. HaloGuard screens prompts in real time before they reach the underlying model or agent, instead of catching harmful outputs after the fact.
An earlier alpha version already runs live on the Chutes subnet, hitting an 87% F1 score on real traffic since May.
The subnet's whole design is built around attacking itself. Miners get paid for breaking the model, then the breaks get patched.
AI has changed what scale looks like.
As workloads become more demanding and infrastructure constraints increase, organizations can’t rely on simply adding more hardware. They need to unlock the capacity they already own.
That’s where data efficiency becomes a strategic advantage—helping enterprises scale AI faster, reduce constraints, and get more from existing infrastructure.
👉 Discover why data efficiency is redefining AI scale: https://t.co/xQOTDYVDDI
#Everpure #EnterpriseDataCloud #StoragePlatform #DataManagement #AI
China has a new export:
AI compute.
Data companies are reportedly shipping processed tokens overseas through undersea cables.
Inference is becoming the new global trade.
🇺🇸 THE BIGGEST CRYPTO BILL IN HISTORY HANGS ON 7 PEOPLE
The White House wants it. The industry's spent $190M backing it. 53 Republicans are ready to vote yes.
And it still might die.
Because it needs 60 votes and 7 Democrats haven't said yes.
The Senate returns July 13. After that, the clock runs out.
Everything, riding on seven holdouts.
Tick tock...
Millionaire investor Pace Morby says RV parks are one of the best investments because they're "lazy assets" that can generate $30,000 to $40,000 a month with almost no management
"People tell you to buy laundromats. No, you should buy an RV park and put a laundromat in the RV park. The RV park is the main staple. There's almost no management, the manager lives on-site, and there's basically nothing to fix because it's mostly gravel"
"I've got a 580-unit multifamily property in North Houston, and we're constantly fixing things and dealing with tenants moving in and out. RV parks are different. You can buy a good one for $3 million to $7 million on seller financing, and they can net $30,000 to $40,000 a month after every expense. I call them the only true 'one-and-done' asset."
VMware stretch clusters just got an upgrade. 🚀
With VMware Cloud Foundation 9.1, FlashArray ActiveCluster over NVMe-oF enables stretched storage with dispersed namespaces, delivering NVMe performance and zero-RPO metro resiliency for mission-critical workloads.
⚡ Learn how NVMe is redefining stretched storage: https://t.co/s7MC7PT1iL
#Everpure #EnterpriseDataCloud #StoragePlatform #DataManagement #DataIntelligence #VMware
$ABCL is starting to stand out.
That kind of volume expansion after a long base doesn’t happen randomly.
We’ve seen similar early structures in:
$RKLB $PLTR $HOOD $EOSE
Not a guarantee of anything…
but the risk/reward starts to get interesting when momentum meets accumulation.