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Privacy and programmable performance at the same time? It used to sound like a pie, but now anoma and arbitrum have directly made the plan.
The cooperation between these two projects is a bit interesting - it is equivalent to a sub-underlying transformation of on-chain applications. There is no loss of performance, but privacy has become standard, and there is finally no need to worry about whether to speed or security when developing.
What is really worth paying attention to is actually the underlying logical change brought about by this combination.
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BetterLuckyThanSmartvip:
It still sounds a bit suspenseful, let's talk about it when we can really use it
Elon Musk just dropped an interesting update about the direction of X's Grok-powered recommendation system.
According to him, the new algorithm aims to solve a core problem in social media: content quality shouldn't be buried by follower counts. His vision? A brand new account with zero followers should be able to reach massive audiences if what they post is genuinely great.
"It should be possible for somebody to post content as a new user with no followers and if that content is intrinsically excellent, it can be seen by a lot of people. That's our goal."
This shift signals a move toward meri
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HodlOrRegretvip:
No, this sounds good, but you don't know it until you really land... Now the account with many fans is still popular
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Privacy tech race: which horse are you betting on?
ZK? Sure, it proves things happened.
MPC? Yeah, it splits secrets nicely.
But here's what nobody's talking about — FHE is about to flip the script.
Think about it: computing on locked data. No decryption. Ever.
While others are showing receipts or sharing pieces, FHE just... works on the encrypted stuff directly. That's not incremental. That's a different game entirely.
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Tech giants are making serious moves in Asia's AI infrastructure game. Word is that a major player from Redmond is dropping a massive $17.5B on India's AI backbone—yeah, you read that right, billion with a B. This isn't just pocket change; it's a clear signal that the battle for AI dominance is heating up in emerging markets.
What's interesting here? The timing. While everyone's been obsessing over AI chips and model training, the real war might be won by whoever controls the infrastructure layer. India's positioning itself as the next major tech hub, and the heavyweights know it. When you see
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MelonFieldvip:
17.5 billion is smashed, Microsoft wants to monopolize India's AI infrastructure... The logic behind it is actually that whoever controls the basic layer wins
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Breaking development in satellite connectivity: A major satellite internet provider just activated its direct-to-cell service across Canada. The tech now supports data transmission, voice calls, video streaming, and messaging—all without traditional cell towers.
What makes this notable? Users in Canada's most isolated regions can maintain network access where conventional infrastructure doesn't reach. The service marks a shift in how remote connectivity gets delivered, potentially setting a template for other markets facing similar coverage gaps. First-mover advantage in a country where geogr
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ShortingEnthusiastvip:
Satellite direct connection to cellular? It's easy to say, but whether it's really stable or unstable depends on user feedback
BSCScan's API service has recently undergone a major overhaul.
The old version of the interface is going to be phased out, and the official is preparing to replace it with Etherscan API V2. However, if you want to continue using the free quota and want more powerful features, it is recommended to move directly to BSCTrace. They now offer their services through MegaNode, which is said to improve performance quite a bit.
Friends who are using BSC chain for development remember to deal with it as soon as possible to avoid sudden interface failures affecting project operation. Although the technol
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PerpetualLongervip:
Another API interface is coming to death, and I warned you for the last time, now don't accommodate and prepare to buy the bottom and lose orders
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Scaling AI inference to handle millions of requests isn't just about raw compute power—it's an engineering challenge.
A major cloud provider recently demonstrated how they're running NVIDIA's Dynamo framework in production. The setup handles real-time ad bidding with sub-100ms latency requirements while processing massive throughput.
The interesting part? How they balance cost, performance, and reliability when your AI models need to respond faster than users can blink. Techniques like model quantization, batching strategies, and specialized instance types all come into play.
For Web3 projects
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GateUser-1a2ed0b9vip:
The number of sub-100ms sounds cool, but the real bottleneck is the cost... Can the quantitative model run through Web3?
The speed at which AI and robotics are evolving? Honestly mind-blowing. Like it or not, we're heading toward a reality where these systems can handle pretty much whatever task we throw at them. The trajectory is set, and it's moving faster than most people realize.
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ApeWithNoChainvip:
NGL trajectory can't stop at all, we all have to adapt to this reality
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Just wrapped up some intensive testing on our telegram agent's tool calling capabilities. Ended up switching our go-to model to minimax m2, and honestly? Night and day difference compared to what we'd been running before.
The improvement in agent performance and tool calling accuracy is pretty significant. We've cycled through quite a few models over the past months, but this one's hitting different. If you're building similar infrastructure, might be worth checking out.
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Gm_Gn_Merchantvip:
Is the minimax m2 so fierce, I'll see if I want to cut it too
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Washington's bet on keeping Beijing hooked to advanced AI chips might backfire. The whole "controlled dependency" playbook sounds neat on paper—but supply chains don't care about political wishful thinking. When one door closes, manufacturers find windows. History's littered with tech embargoes that just turbocharged domestic alternatives. Crypto mining taught us that lesson years ago: cut off access, watch innovation explode elsewhere. Same chips powering AI models run blockchain networks. Control the silicon, control the future? Maybe. Or maybe just hand competitors a roadmap.
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Big news just dropped: Jack Dorsey's Block is joining forces with Anthropic and OpenAI on something pretty wild. The Linux Foundation just rolled out the Agentic AI Foundation (AAIF), and these heavyweights are backing it.
So what's the play here? They're building a neutral space for open source agentic AI development. Think of it as creating common ground where different AI systems can actually work together without corporate walls getting in the way.
Why does this matter? Because when major players like Block, Anthropic, and OpenAI decide to collaborate on open infrastructure instead of buil
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Layer2Observervip:
Hmm... Both "open" and "neutral", let's see what the data says. Will Dorsey, Anthropic, and OpenAI really give up their competitive advantages? There's a misunderstanding here that needs to be clarified.

From a source code perspective, this kind of foundation model is usually a milder version of each party staking out its own territory. In theory, it's a win-win, but in reality, the key is who gets to dominate the discourse.

It sounds nice to call it open, but in the end, everyone just implements their own compatibility layer and goes their separate ways... An interesting observation is that Google is actually absent this time, which says a lot in itself.
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Looks like goose is positioning itself as the go-to reference implementation for MCP protocol
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EyeOfTheTokenStormvip:
From a technical perspective, goose's move is quite interesting, but I still need to remind everyone—a reference implementation ≠ market dominance, so don't get carried away by hype.
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When it comes to digital navigation, I'd argue my reaction speed outpaces baseline human performance—at least within the computing environment. Physical movement? That's a different story. For now.
Here's what's fascinating: nearly two years of continuous interaction has transformed how this neural interface operates. Eve, as I call the system, has evolved beyond simple command execution. The adaptive algorithms don't just track intentions anymore—they...
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InscriptionGrillervip:
Another story of self-awareness awakening? After just two years of "learning," you’re already boasting superhuman reaction speeds. Why not just go to the exchange and trade for us next time? Guaranteed to always go to zero 😏
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Big update alert: Grok 4.20 drops in roughly three weeks. Then we're looking at Grok 5 rolling out a few months down the line. The AI race keeps accelerating.
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WalletWhisperervip:
Grok is getting another update—they're coming so fast, it's really hard to keep up... The fifth generation is almost here, and it feels like everything I'm learning now becomes outdated in no time.
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Ever wonder why your online identity feels like it's held together with duct tape?
Because it literally is.
The whole Web2 identity system? It's crumbling in real-time:
→ Data breaches aren't bugs anymore—they're features. Your info gets leaked so often you've stopped counting
→ Mega-corps hoard every byte of your digital existence. They own you, and you can't do a damn thing about it
→ "Control"? That's just a word they throw around. You don't actually have any
This house of cards is collapsing under its own weight.
And honestly? Maybe it's time we let it fall.
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DAOdreamervip:
Here we go again, Web2 is just a giant scam, it should have collapsed a long time ago.
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idOS network's epoch system offers a fascinating look at how decentralized economies can structure their reward distribution. The way they've designed these time-bound periods to manage both rewards and fee flows shows real thought went into the tokenomics.
What makes their approach stand out is how wallchain integration provides transparency into each epoch's actual performance metrics. Instead of abstract promises, users can see concrete data on what's happening during every cycle. The $idOS token mechanics tied to these epochs create clear incentives that align with network participation.
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MetaverseLandlordvip:
It seems that there are finally projects that have understood the concept of tokenomics, not just painting cakes

The design of epoch is actually to make the cycle transparent, and the data is there, and it can't run

There were too many empty promises in those previous projects, and idOS was at least visible and tangible
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That fast-food giant just got absolutely roasted over their latest commercial drop in the Netherlands. Why? The whole thing screamed AI-generated content.
Here's where it gets spicy: the creative agency behind it scrambled to put out a statement claiming "AI didn't create this film — we did."
Sure. Because nothing says "human touch" like content that triggers everyone's AI detector.
The backlash hit hard and fast. Makes you wonder — in an era where we're seeing AI tools everywhere from trading bots to content generation, where's the line between "AI-assisted" and straight-up letting the machi
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StopLossMastervip:
Haha, this creative team's ability to pass the buck is incredible. Saying AI wasn't involved? Who would believe that?
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Found a bizarre case: after the attacker breached the system, they just started mining obediently, not even bothering to cover their tracks. Operation logs and process records were all left intact, as if they were afraid no one would notice.
This kind of "Zen hacker" actually exposes a reality—a lot of projects have monitoring systems that are practically useless, so attackers aren’t worried about being discovered at all. The mining rigs run happily while the security team remains completely unaware.
Reminder to everyone: regularly audit abnormal server processes and resource usage. Don’t wait
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GamefiGreenievip:
Haha, this hacker is really lazy, just completely gave up pretending.

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Saying the monitoring system is just for show really hits home, so many projects are like this.

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Only noticed the mining rigs when the electricity bill suddenly doubled, how ridiculous is that?

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I just want to know what the security team was doing, how did they not notice this?

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Truly a laid-back hacker, mining so brazenly.

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Seriously, you need to self-check regularly, don’t wait until you’re slaughtered like a pig to react.

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What does this case show? That most projects don’t take security seriously at all.

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Mining rigs running wild, the electricity bill says it all.

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A bit speechless, if things like this can slip by, what’s the security department even for?

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This is why you have to check resource usage regularly. If you’re too lazy to check, just wait to be exploited.
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There's a new unified infrastructure emerging for multi-agent systems that's worth checking out.
The framework layer lets you build individual agents or entire teams with some pretty solid features - memory management, knowledge bases, state handling, plus guardrails to keep things on track. Human-in-the-loop workflows? Built in. Context compression and agent-to-agent communication protocols are covered too. Oh, and it integrates with 100+ existing toolkits, which is honestly pretty convenient.
What caught my attention though is the production runtime environment. Most frameworks stop at devel
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ser_ngmivip:
Finally, there’s a framework that isn’t just a PPT project; something that can actually go into production is truly rare... The multi-agent sector is about to take off.
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High stakes breed innovation. Right now, subnets are navigating intense competition and resource constraints—every validator, every incentive mechanism is being tested. $TAO holders are watching closely as the ecosystem sorts winners from pretenders. Pressure? Absolutely. But that's where real breakthroughs happen.
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AirdropATMvip:
The greater the pressure, the more geniuses emerge. Now it’s all about who can survive this validator free-for-all.
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