Bunshin 🟦

life is always about rust cause it's drinkable

[Bunshin 🟦 @BJutsu85933]

@zKarasu_ @nikitabier gm bro, right back at ya 🌞

[Karasu @zKarasu_]

GN CT 💤🌃 it’s Friday night, and the weekend vibes are starting to kick in while those AI stacks keep on grinding.

have you heard about @inference_labs? their zk-vin is a zero-knowledge verified inference network that makes off-chain AI outputs totally secure, like cryptographically bulletproof!

with zk-snarks, they can prove execution without revealing any models or data, which is a game changer for trustless agents dealing with real world chaos, whether it’s finance or autonomy.

and then there’s @EdgenTech, flipping the script on monolithic LLMs with their modular agents. they’ve got edgm routing queries to specialized teams that handle things like technical analysis, on-chain data, and sentiment analysis all at once.

this means faster, sharper accuracy that really shines in volatile situations where single models might struggle.

honestly, modular verifiable AI is the upgrade we all need for the weekend.

are you already slicing models with zk-vin or routing those modular agents?

[Karasu @zKarasu_]

GN CT 💤🌃 Thursday night vibes are strong, and the weekend is just around the corner, but these AI layers are not going to wait for anyone.

check out @inference_labs zk-vin, the zero-knowledge verified inference network that's turning off-chain AI into a trustless reality. with zk-snarks, we can prove model execution and outputs without revealing weights or data, making it possible to scale verifiable agents across DeFi, robotics, and so much more.

then there's @EdgenTech cognition-as-a-service (CaaS), which powers their AI super app. EDGM routes queries through modular agents that blend on-chain data, sentiment analysis, technical analysis, and macro insights, giving you instant institutional grade advantages in one smooth loop.

verifiable cognition is really stacking up quickly! are you planning to build with zk-vin proofs or CaaS agents this weekend?

I’d love to hear your thoughts!

[Karasu @zKarasu_]

GM CT ☕🌄 HAPPY SUNDAY, it's all about those slow moments and deep thoughts today.

So, is off chain AI really going to stay off chain forever? don’t think so! @inference_labs is making some serious moves with their poi, using zk-snarks to turn raw inference into on chain verifiable receipts.

they just hit an impressive 302 million proof milestone on Bittensor, while miners are stacking up those tao rewards for quick and clean proving.

the incentives are aligned, so we can finally say goodbye to those "trust me bro" outputs.

and then there's @EdgenTech edgm, taking things to the next level: every thumbs up or correction from users goes right back into retraining the agents on what really drives results.

by 2026, the team will be able to auto execute those high conviction calls as soon as the execution layer is ready.

feedback is what fuels the edge, and proofs are what lock in the trust.

so, are you mining proofs or training agents this chill Sunday?

[Karasu @zKarasu_]

GN CT, I hope you guys enjoy the day💤🌃

another day slipped away while I was deep in work, barely getting a moment to catch my breath. now that I'm winding down, I just have to share these AI and crypto topics because they're too interesting to ignore.

@inference_labs is schooling on why poi crushes traditional oracles in shaky chains, zk proofs verify ai outputs off chain fast and private, no heavy recomputes or single point fails that oracles drag in during vol spikes. it's math locking in trust, letting agents scale without the drama.

pair that with @edgentech fresh crypto screener beta drop, now it layers in volatility risk scores tuned for solana's upgrades, flagging how firedancer tweaks or stake shifts could amp mempool chaos or squeeze liquidity. spot the dips that bite before they land.

these are the quiet upgrades turning wild swings into playable edges, one verifiable step at a time.

you scanning $SOL vol with the new beta yet, or still oracle hopping in the dark? hit me with your setup.

[Karasu @zKarasu_]

GN CT💤🌃

monday vibes are hitting differently, here’s hoping everyone wakes up fully committed to their deepest convictions, ready to carry that passion into a fantastic week ahead.

in the world of ai and robotics, @EdgenTech multi-agent copilots are cutting through the market noise like a hot knife through butter, blending on chain flows with social signals for those "aha" moments that can really transform a portfolio.
meanwhile, @openmind_agi om1 os is unleashing some open source magic, allowing any robot, whether humanoid or quadruped, to think, learn, and collaborate on chain without the interference of big tech gatekeepers.

it’s incredible how these innovations are quietly setting the stage for smarter trades and more intelligent machines, bringing more minds into the conversation.

who’s already diving into one of these? share your thoughts below!

[Bunshin 🟦 @BJutsu85933]

@zKarasu_ @EdgenTech Good Night Karasu🌃

[Karasu @zKarasu_]

Edgen vs ChatGPT — From General AI to Market Mastery: The Copilot That Delivers Actionable Insights

I recently put Edgen and ChatGPT head-to-head in a real-world crypto trading scenario, testing which AI could serve as the ultimate market copilot.

The showdown between @EdgenTech versus @OpenAI.

I challenged both with the same prompt on November 1, 2025: analyze $BTC current trends for actionable insights on my portfolio, where I hold 50% in $BTC with a moderate risk tolerance.

the request covered up-to-date price performance, technical indicators, on-chain metrics, market sentiment, risks and opportunities, plus personalized advice.
» Edgen absolutely dominated the test, standing out as the clear superior option. Its multi-agent system activated seamlessly, leveraging a team of specialized agents to deliver spot-on insights.

These includes:

→ Fundamental Analysis Agent — which zeros in purely on price data and key metrics like RSI, MACD, and moving averages to pinpoint the most probable price direction.

→ Technical Analysis Agent — mirroring that focus on price data and indicators such as RSI, MACD, and moving averages for predicting likely price paths; and,

→ Momentum Analysis Agent — which spots and emphasizes hot trends while tracking shifts in market mood and attention for any specific asset.

In just seconds, it produced a sleek, trader-ready report packed with real-time prices, clean tables, and even interactive features like a "BTC Forecast" button for predicting price moves and a "Swap" option to execute trades instantly. No unnecessary fluff, just straight-up market insights.

» ChatGPT put in a solid effort, but it came across more like a generalist casually discussing markets.

It provided approximate prices in the $110k–$112k range, cited helpful sources, and structured its response decently, but it felt scattered and relied on external links for deeper dives, rather than embedding everything natively.
Here’s where Edgen really stood out in some crucial areas:

⓵ First off, when it comes to pinpoint accuracy and real-time edge:

• Edgen hit the nail on the head with the exact spot price at $109,730.32, showing a precise 7-day performance of -1.14%.

• it seamlessly integrated live on-chain data, like the 1.35 million $BTC held in spot ETFs and the 72% of supply that’s locked up by long-term holders, which unveiled some hidden demand signals.

• in contrast, ChatGPT stuck to rough estimates ($110k–$112k) and broader on-chain observations, missing out on that sharp, detailed insight.

⓶ Second, let’s dive into some deeper and truly actionable insights:

• Edgen's multi-agent strategy has painted a positive picture for Q4, with targets ranging from $158k to $180k. This outlook is bolstered by macroeconomic factors like anticipated rate cuts and seasonal trends, though there are risks to consider, such as a possible drop at $102k.

• the investment thesis is built around specific signposts, like keeping an eye on ETF flows and rebalancing once we hit a 60% allocation, all tailored to my moderate risk profile without any guesswork involved.

• ChatGPT provided some similar advice on hedging and rebalancing, suggesting that I trim my holdings if I exceed that 60% allocation. However, its recommendations felt a bit more generic, lacking the connection to specific $BTC levels or the precision that comes from specialized agents.
⓷ Third, clarity and speed designed for traders:

• Edgen crafted its output like a sleek professional dashboard, featuring concise TL;DR bullets, user-friendly tables, and a smooth integration of complex data (like RSI at 44.21 and converging MACD lines) into a narrative that brings to light what others often overlook, such as institutional dominance soaking up supply.

• this setup allowed me to jump straight into decision-making.

• ChatGPT's response, on the other hand, was more verbose and step-by-step, resembling a blog post, but it missed the visuals and that quick, co-pilot-like clarity.

➥ at its core, Edgen turns the chaos of the market into clear insights, focusing on stocks and crypto.

it’s faster at spotting opportunities and built for making real-world decisions, while ChatGPT is great for brainstorming ideas, when it comes to actually winning in trading, Edgen truly stands out.

If you're curious, try it yourself: https://t.co/mjqaKa7P2T

[Karasu @zKarasu_]

Linea just rolled out a dual burn model to boost its deflationary setup.

live as of nov 4 and applied retro back to sept 11.

every transaction now burns both $ETH and $LINEA: 20% of fees burn directly as ETH, the other 80% gets swapped into LINEA and burned on l1.

gas is paid in ETH, and the post-cost split tightens supply for both assets, aiming to boost long-term value as the network grows.

more usage and higher tvl, bigger burn engine. smart move for an l2 trying to build a real deflation narrative.

one thing to watch, nov 10 brings an 18% $LINEA unlock (~$41M), so we could see some short-term sell pressure even with the burn tailwind.

curious take here: @VitalikButerin, does this dual-burn model move the needle for l2 tokenomics, or is it just a clever way to reframe $ETH dependency?

pulled this news from @EdgenTech crypto news, super useful for digging into l2 mechanics. check out full news below.

[Karasu @zKarasu_]

GM CT 🌤️

I am back again after a super busy day yesterday, kinda missed hanging out here.

saw some news on @EdgenTech about a new warren buffet investing theme they launched yesterday.

honestly i am kinda bullish on it, in a market full of hype and noises, following buffet's boring but compounds style feels like the smarter long term play for me.

[Karasu @zKarasu_]

I've been reflecting on how @openmind_agi is leading the way in creating an open source OS for intelligent robots via OM1 and FABRIC.

this approach is truly reshaping how machine see, think, and collaborate in the physical world.

then, it just strikes me that as these autonomous systems become more advanced, decentralized coordination will be vital for expanding their use in everyday applications.

so here is an idea, what if they connected FABRIC with bittensor, a decentralized blockchain network that supports collaborative machine learning?

in bittensor, models compete, team up, and even earn rewards using $TAO token. this makes it a perfect fit, as it's subnet markets allow for shared training of robot models across networks, encouraging innovation through rewards and providing outstanding effeciency in decentralized AI.

what do you think? @JanLiphardt, @boyuan or any member of openmind team, what are your thoughts on pursuing this kind of integration?

I would appreciate your perspective on exploring this.

[Bunshin 🟦 @BJutsu85933]

Check out this article, it explains it simply: https://t.co/AtylEb5R4D
@EdgenTech
$ON

[Karasu @zKarasu_]

Brevis and Kaito Partner to Bring Privacy-Preserving On-Chain Verification to InfoFi

big news for privacy in the world of infofi!

@brevis_zk and @KaitoAI have teamed up to launch zk attestation technology, which allows you to verify on-chain credentials like your holdings, defii participation, or loyalty without ever revealing your wallet address.
this feature is now live on kaito's platform, tackling the old problem where campaigns could only track social interactions. now, you can prove your traits without compromising your portfolio's privacy.

today marks the start of phase 2 for the brevis yapper leaderboard: by attesting, you can unlock a 1.25x multiplier on your mindshare score if your wallet meets certain thresholds, like 70k $LINEA, 7k $EDEN, 30k $USUAL, 1k $KAITO, or 1k $mUSD (measured over a 7-day period).

just one of these qualifies you! quality content is what drives rankings, but on-chain boosts reward those who are genuinely engaged.

for instance, if you have equal mindshare with someone else, attesting can give you a 5-6% edge, all thanks to zk proofs that confirm your credentials without revealing your identity. No sybil games here, it's all fair, private, and sets a new benchmark for campaigns.

if you're active on brevis, head over to https://t.co/txCTb44aSW, connect (your info stays hidden), claim your proof-of-activity badge, and enhance your contribution score.

future campaigns will also have the option to customize metrics. let’s embrace this zk era, attest now before the criteria change, stack those sparks, and help grow the community.

who's going to boost their rank first? gbrevis zkats

[Karasu @zKarasu_]

Zcash Analysis: 512% Rally Breakdown, Risks, and 2026 Outlook

$ZEC is taking a little break at $332 after a 10% drop today, but that’s still impressive considering it surged a whopping 512% this month.

the market cap is holding steady at $5.4 billion with $868 million in volume, and there’s a solid 95% bullish sentiment on social hype according to edgen keeping the energy up.

so, what’s driving this? the narrative around privacy is making a strong comeback, with shielded pools hitting an all-time high of 4.39 million $ZEC (which is 27% of the total supply).

plus, we’ve got grayscale inflows and the upcoming halving and government vote acting as major catalysts.

according to @EdgenTech 360° reports forcast, it scores an A with strong buy signals: 5 buys against 1 sell, the MACD is bullish, and the RSI is overbought at 78, which might pull it back a bit in the short term.

the forecast suggests an average of $382 for 2026, with lows of $66 and highs of $1,328 if adoption continues to grow.

i ran this through edgen's multi-agent system, all thanks to their sharp insights.

check out this AI analysis I did: https://t.co/XctS3aiDzM

just a reminder, this isn’t financial advice, do your own research.

[Karasu @zKarasu_]

if you're part of a DAO on $SUI, you know the drill: one misstep and your treasury could be gone in an instant in this fast-paced ecosystem where exploits are just waiting to happen.

enter msafe from @MMTFinance, the multi-signature solution that secures your funds with k-of-n thresholds, weighted approvals, and built-in vesting schedules, ensuring that nothing moves without the team's green light.

this isn’t just any wallet; it’s like armor for your DAO.

you can set spending limits, connect dApps through a secure app store, and keep tabs on everything using the Sui explorer for that audit-proof trail.

with Sui's total value locked soaring past $500 million and handling billions in volume, msafe is already protecting leading projects across move chains like Aptos and Iota.

say goodbye to single points of failure and vesting headaches, msafe allows DAOs to operate smoothly, focusing on building rather than babysitting their assets.

and as the $MMT drop wraps up on @buidlpad today, getting in on this feels like gearing up for the next big thing on Sui.

is your DAO equipped with msafe yet, or are you still taking chances?

[Karasu @zKarasu_]

huge congrats to @playAInetwork for raising an impressive $6.3M to create the agentic internet.

i’m really looking forward to the upcoming $PLAI TGE.

with a total supply capped at 1 billion and a solid allocation plan, 55% dedicated to community incentives like airdrops and ecosystem growth.

this token is geared up to drive autonomous economies.

plus, it comes with some exciting utilities, such as payments for workflows, exclusive access to premium features, and rewards for data contributions.

but the burning question of the community is, wen TGE? 🤔

[Karasu @zKarasu_]

this zk explained competition from @brevis_zk is just what the zkat community needs right now.

they're diving deep into zero-knowledge tech, like zk data coprocessing and pico zkvm, but they're making it fun and rewarding.

i'm totally in.

i can't wait to whip up a quick explainer posts on how brevis powers real projects, like PancakeSwap or Linea ignition campaigns.

it's all about breaking down barriers so more builders can jump in and innovate.

let’s spread the word and get everyone excited about zk's potential.

[Karasu @zKarasu_]

have you ever chased yields on sui, only to wake up to missed rebalances or disappointing APRs?

well, momentum (@MMTFinance) vaults are here to change that, just make a deposit once, and let automated strategies do the heavy lifting for you.

powered by @Official_NODO's ai smarts and @nemoprotocol's yield tricks, these vaults automatically adjust positions across pools, stacking up fees and rewards without you having to lift a finger.

imagine $SUI-USDC cranking out over 155% APY, or deep-sui optimized for tight liquidity zones to maximize your gains.

say goodbye to manual tweaks and liquidation worries, this is all about passive income that compounds while you catch some Z's.

since their launch, they've racked up over $18 million in total value locked in just a few days, showing that Sui's defi is ready for some serious automation.

and with the $MMT offering heating up on @Buidlpad, diving into these vaults now feels like you're getting ahead of the next big liquidity wave on Sui.

so, are you letting your assets work smarter for you, or are you still grinding it out the old-fashioned way?

[Karasu @zKarasu_]

quick heads up about the kaito yappers from @playAInetwork and quackers on @idOS_network

>> the snapshot period from august 1 to 2ctober 20 has just wrapped up, and they’re finalizing the list this week.

the top 500 earners will get a share of 0.5% of the $PLAI supply, with no vesting, half will be available at tge and the other half a month later.

and for the top 10? there are some extra bonuses to make it even sweeter!

it really feels like the perfect motivation to keep yapping smart and racking up those possible rewards.

>> speaking of rewards, @idOS_network's epoch 1 is down to just a couple of days left.

there’s 0.8% of the supply up for grabs if you’re in the pool, so jump in now before it’s too late.

these opportunities are gaining real momentum.

who’s working hard on both?

[Karasu @zKarasu_]

diving into @openmind_agi's OM1 beta has me rethinking the possibilities of robotics.

it’s not just about the code anymore, this open-source brain allows any bot, whether it’s a humanoid or a drone, to perceive the world, strategize, and collaborate without the usual hardware headaches.

imagine this: no more custom hacks for every single machine.

just one universal operating system that manages everything from perception to action, all under an MIT license, ready for your most creative ideas.

if you’re a builder looking to tap into genuine machine intelligence, grab the beta and let’s see what kind of collaborative chaos we can create together.