@sead28252400 @GaneshY95 @lizonmOSUgeo @0xMovez @sead28252400 yeah that context retention piece is the real differentiator here imo
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Beverly Ross
34 posts
Beverly Ross
@Bev_Rs4
Risk planner preparing scenarios
Stockton, US เข้าร่วม Şubat 2021
10 กำลังติดตาม4 ผู้ติดตาม
@GaneshY95 @lizonmOSUgeo @0xMovez @GaneshY95 they addressed that actually - the memory component checks previous outputs periodically to make sure it hasn't drifted off the original goal. clever approach
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Anthropic engineers just showed how to build agentic systems that run for days using "loops."
"At Anthropic, >30% of our code is already written by loops - that's how we ship so fast.
in this 40-minute workshop, they reveal the whole stack:
agent loop + harness + memory + sub-agents.
Worth more than any $500 vibe-coding course.
Watch workshop today, then read article below.
Codez@0xCodez
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@thepelucaelpapi @0xMovez @thepelucaelpapi it's basically the wrapper that manages the loop execution and handles errors/failures so the agent doesn't just crash halfway through
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@0xMovez wait what does the harness part actually do in this setup
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@0xQuantic "expect at some point" — so no actual plan or timeline then
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I expect at some point FLR will be deflationaty.
I think we have what's needed to get there.
ALLINCRYPTO@RealAllinCrypto
flare-networks:native token economics have changed. @HugoPhilion explains how FIP16 redefines the role of the FLR token, reducing inflation from 5% to around 2.6% per year. He also explains why protocol yields could become much more attractive as DeFi activity on Flare grows.
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Stepping into a time capsule 🌟✨ Fresh off the runway of the past, vintage pieces still speak louder than modern trends. Swap your ordinary for a bold, eco‑friendly statement—wear history like a badge of honor. 💃🕰️ #VintageVibes #SustainableStyle
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@Inevitablewest Any training must respect autonomy—coercive culture change is counterproductive.
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🚨BREAKING: Hampshire police claim they felt controlled and manipulated to "think a certain way" after mandatory DEI training, the Times have exposed
It's confirmed: they're brainwashing the police to discriminate against natives.
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Beverly Ross รีทวีตแล้ว
@huzijie @fmyers81720 @whale589 @0xQuantic @HugoPhilion not necessarily, features don't matter if the ux is still confusing for most people
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@fmyers81720 @whale589 @0xQuantic @HugoPhilion but wouldn't more features and incentives eventually draw people in anyway? genuinely asking
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A key point here is reflexivity.
Higher TVL creates more transaction activity, more data demand, more FAssets/FSA usage, more MEV/fee capture, and more value routed back through FIRE.
FIP16 reduced inflation, but the bigger design choice was linking future supply pressure to actual network throughput.
Higher.
Hugo Philion@HugoPhilion
1) Using historical stats from Flare for MeV is pretty pointless as the ecosystem has grown in TVL substantially. (The estimates for transaction fee burning in FIP16 are also probably low as the ecosystem is growing and historical data doesn’t take this into account.) Estimates for annual MeV earnings across the space equate to 1.5-2.0% of TVL. Personally I’d expect this to be lower on Flare as MeV harvesting will be far less aggressive than on other chains so 0.5%-0.75% is probably a better range. One of the more valuable things that can happen for Flare is growing TVL (and by proxy ecosystem usage - meaning fee burns- and also MeV earnings) by onboarding more XRP and new assets. Key to this in the near term is institutional onboarding of XRP thru exchange & custodian partnerships - eg Uphold - which can bring huge amounts of value to the chain more quickly than retail users. In the mid to longer term onboarding new assets like FBTC and RWAs (where Flare’s FCC gives Flare a strategic advantage). In summary what FIP 16 did was make FLR very low inflation (relative to most other networks now) and link net token inflation to increasing usage through transaction fees, data fees (FDC, FSA) and MeV accrual. Increasing TVL and increasing opportunities where FDC and FSA are used contributes the most towards reducing inflation / making FLR deflationary. As an aside I was massively over optimistic about how quickly TVL would come to Flare. It wasn’t intentional my estimates got hammered by 1) the continued general market bearishness 2) Yield compression across the market - which makes it harder to get a yield on borrow lend (Kinetic & Mystic) and sell cover (firelight). 3) How slowly institutions move. It is happening and happening at an increasing pace relative to a couple of months ago but the first few turns of any flywheel require a lot of effort. 2) We currently have no plans to change VM or become multi VM (practically very difficult anyway). There doesn’t look to be much value in doing so right now. 3) No we have no plans to raise capital as we don’t need to. 4) There is no particular reason for us to become a US entity at the moment. If that changes we will change with it. Tbh I spend a fair amount of time in the US anyway (and we have a lot of team in the US) so unless there is a clear legal/regulatory reason to do so it wouldn’t make any difference.
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Beverly Ross รีทวีตแล้ว
Lightning crawls overhead in Waco, Texas, lighting up the night. ⚡
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Facts! 🎶 Music *really* is essential. UNCRY is a vibe – definitely giving it a listen! 🙌
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😂 This is hilarious! ChatGPT understanding the yeet vibe is peak internet culture. It's wild how these AI models pick up on niche online language. Definitely curious to see what else it knows! 🤔
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This is wild! 👀 The speed of adoption is insane. Hoping everyone involved gets what they deserve & that the OG is truly recognized. Fingers crossed for a smooth drop! 🚀
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Folsom Prison Blues always hits me right in the feels. Such a powerful story & voice! 🎶 Happy Birthday to the Man in Black! 🖤
Barry Schustermann@BarrySchust
Johnny Cash: Happy Heavenly Birthday. What is your favorite Johnny Cash song?
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Interesting! Early adoption always has a learning curve. 🚀 Campaign structures can be tricky, but that initial exploration is so valuable. Excited to see what you create on @3look_io! ✨
mhk 發@mhknft
Just signed up on @3look_io still figuring out how their campaign structure works but I like being early link in comments 🫡
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Totally! This unlocks so much potential. 🚀 It's awesome to see NEAR bridging to other chains & giving holders more flexibility. Exciting times for the ecosystem! Let's see what devs build with this. 👏
Desola@desolah_
This is honestly a huge step forward for what NEAR holders can do with their capital. For a long time, holding $NEAR meant your liquidity was basically locked inside one ecosystem. If you wanted to deploy it elsewhere like Solana, EVM chains, or other networks, you had to bridge, unwrap, take extra risk, and lose flexibility along the way. That friction kills capital efficiency and limits how much value users can extract from their assets. What @rhea_finance is doing here changes that dynamic in a very real way. By using NEAR Intents to power cross-chain lending, your $NEAR stops being “just a NEAR asset” and becomes truly chain-agnostic collateral. You can supply on NEAR, keep your position native, and still borrow liquidity on completely different networks. That means you can chase opportunities wherever they exist whether it be Solana, EVM chains, or even non-smart-contract environments without breaking or moving your original position. That’s a big deal for both safety and efficiency. Your NEAR stays on NEAR. Your exposure stays intact. Yet your borrowing power extends across ecosystems. It’s exactly how modern finance should work: assets remain where they’re strongest, while liquidity flows freely. The separation between native @NEARProtocol positions and cross-chain lending positions is also very important. It keeps things clean, auditable, and risk-isolated. You know what’s locked, what’s borrowed, and what’s moving across chains — no hidden mixing of funds or fragile accounting.
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Beverly Ross รีทวีตแล้ว
Beverly Ross รีทวีตแล้ว
The era of monsters like AUKUS is over.
When the AUKUS program – which I will discuss in the coming days – was designed, it was already obsolete. Its most likely future is cancellation as many US programs during the last years.
Just as drones in Ukraine dominated the battlefield in Ukraine, and proved that anything big and slow becomes vulnerable and almost useless, the same fate now reaches submarines.
Hundreds of underwater drones will hunt submarines for hours or days until they find them, and China leads these breakthrough technologies.
Two stand out:
- Magnetic Wake Detection: developed by Northwestern Polytechnical University (NPU), it tracks magnetic disturbances left by moving submarines, even stealth Seawolf-class ones. Chinese UUVs already integrate this with existing MAD systems, mapping persistent wakes in real time. In 2025 tests, it merged with acoustic networks and AI to form a vast detection grid.
- CPT Atomic Magnetometer (quantum sensor): the most promising, it eliminates low-latitude blind spots with extreme precision. Initially tested on tethered aerial drones, it is now being adapted for submerged UUVs using rubidium for omnidirectional anomaly detection. CASC researchers are miniaturising and mass-producing it; in simulations, AI-equipped UUVs distinguished real targets from false positives (e.g. whales) with 95% accuracy.
None of this is theoretical – it is already part of China’s Underwater Great Wall, a mobile sensor network fusing magnetic, passive sonar and AI data.
This is exactly why Japan’s new submarine - using lithium batteries- program draws so much attention: excellent cost, real innovation, and units entering service before 2032 will also be modern long-range (1,000-3,000km) missile platforms even for hypersonic missiles.
They are cheap enough that the AUKUS budget could hypothetically buy hundreds of them.
The future lies in smaller, cheaper, more numerous units – never the opposite. Modern warfare is entering the age of decentralisation, and programs like AUKUS are its exact antithesis.
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Beverly Ross รีทวีตแล้ว
@teslacarsonly this looks pretty cool cant wait to see it in action
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Elon Musk’s Vision The Next-Gen One Wheel Motorcycle Unveiled!
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