beantny 辛

Today was super busy, maintaining and evolving a product isnt simple, here is what shipped today for $Fair scouts daily cap is live 3 submissions per scout per day, resets at 00:00 UTC. go over and you get an instant reply telling you when your slots come back. duplicates and instant-rejects don't count, only real submissions that hit evaluation use a slot. dedup on tagging tag @FAIR_VC with a token that's already been scouted and saved → instant reply, no full re-eval. but if it was passed on before, or scout brings genuinely new intel, it still gets the full look. stops double-scouting the same coin and stops it eating your daily slot. coming: "already scouted?" lookup building a dashboard where scouts can paste a CA or ticker before submitting and see if it's already in the system. no more guessing. /stats fix some of scouts were split across two accounts after intake moved from TG to X, intel got counted twice under different IDs. merged them. stats now show your full history. overnight batch reconciled went through every overnight submission one by one and posted the breakdown in the group: verdict + reason for each, so scouts can see nothing got lost. a couple that got missed are restored and scored.

Oh no At the current price of ~$2,000–$2,020, ETH is trading below the average cost basis of most mid-to-large holders ($2,196–$2,225), meaning the majority of those wallets are currently at a loss. Only mega-whales who accumulated early are still deeply in profit.

i've been working on a fun project where i turn my tweets into short poems & pair them with visuals generated from a model trained on my visual style collected from years of posting online, each post is unchanged & every poem unique. 𝘗𝘰𝘴𝘵𝘴, 222 works, onchain on Ethereum ▽

when they think you're nonchalant but you genuinely don't know what to say

Jan van Eck (CEO of VanEck, managing $225B AUM) podcast takes For long term predictions he is pretty right. Claude saying 77% of his predictions are right huh (Overall hit rate: ~77% across 11 verifiable predictions (1 still pending))

3 days on $Fair Scouts shipped: → reputation system single 0-100 score per scout, quality-weighted, carries across seasons, never resets. → performance bonus no cap, bigger calls pay more, no ceiling. → rebuilt the eval engine backtested, fully autonomous, ~$1.43 a run. → ~20 scouts onboarded, daily + weekly leaderboards live in the scout room. activity: → ~20 scouts, 15 submissions · 🔥 3 trade · 📡 2 signal · 📚 7 saved · 🗑 3 reject (NO ACTIONS TAKEN CALLIBRATING) → acceptance 80% · high-score 33% next: → tighten the scoring engine fix the onchain checks, no more silent skips. (the main gap) → calibrate real market narratives, stricter "builder" proof, tunable reputation. → wire the scout module into the main fair architecture, in dev now.

@kittii_crypto Insta can’t understand itself too

i do not understand instagram 🤨

Sooo it is about kind of social number or index on blockchain that gonna be connected to your wallet and u can just sell the seed phrase to the agent who wanna pretend to be a human. Sooo nothing changes

humans are already the minority on the internet. > 51% of web traffic is bots. > ai is writing most new pages. > fake signals became the default. > we built status on something that’s now trivial to fake.

All my seed phrases are stored in North Korea

@ranxdeer So yes

why screenshots: we build in public. what’re we up to? we are working on base testnet and our beta. the engineering part is done. the design part is in progress. it’s hard to make complicated things simple. we have proven out our mechanics internally with our own agent, and now need to add external agents to the mix. our alpha is live on grantr.id - it’s the general concept and on an eip-8141 devnet. you can go touch it and see how much farther we need to go. The problem is 8141 is not on testnet and the timeline for mainnet is unclear. ethereum devs control that. while we wait, most of the things can be done with existing primitives in different ways, eg 7702, 7710, 7715, and 4337. beyond networks — we are currently working on integrating bankr and deciding how much scope we give it. is bankr one of many agents all the same or do we make bankr a controller for many agents. bankr will be a first class citizen in our app regardless of which path we take. what else are we thinking about? we are considering adding a sort of mixnet for on-ramps, ways to use your existing wallets not just the grantr account, and toying w the idea of integrating a pw manager like bitwarden. not giving a timeline for beta bc we can’t always foresee or control it. we are moving quickly.

@orb_club Yesss wanna again

join us for the next weekend, starting Friday, the plan is to get this doubled

Last weekend on @LC over $600 casually changed hands like it was nothing. Don't miss out. Credit to @javitoshi for the visuals

Everything you need to know abt $Fair If you want dive deeper as a user or get more insights for your content abt @fair_vc This is your place to go: @tyrealgg prepared a detail overview of what's $Fair, important links, strongest talking points etc Took a big lesson from $DRB taskforce group Should improve organic mentions and comms -> increase our brand awareness Check it below

quick recap of last week at $Fair: products: - scouts: hiring end-to-end: formo form, hiring drop on @fair_vc, dm'd all picks, onboarding kicks off today - judgement agent refactor, runs noticeably leaner now - volume pipeline hit final stages of testing, tool dropping for GPs this week - prepping $VVV dashboard, dropping soon metrics: - x followers ~7,445 (+233 net, 285 new follows) - impressions 66,453 (+47% wow) - engagements 814 (+13%) - profile visits 567 (+11%) - fc reactions 150 (+85% wow) growing at the pace we want strategy: - luc dropped fair v2 brief, implementation starting - buybacks lowkey teased - putting together a community doc to help us grow, talking points, narratives, what to push and where, thanks to $DRB taskforce for inspiration Now back to building 🫡

@runn3rrr And good tokenomics that got income and buybacks

best marketing in crypto is simple let holders win BIG, then they will do everything for yu $hype is a good example

each one competes with the others while also optimizing them e.g. scout finds $aeon at 400K ok, great find, but is it enough conviction? the agent checks the other pipelines was it confirmed anywhere else? let's assume - no $Fair is watching the token but doesn't have enough conviction to trade yet because the other pipelines were quiet. then the onchain pipeline spots it at $1.2M fdv, now the agent builds conviction since he got another confirmation. it also opens up a pretty big window for optimizing each stack more sources = more chances to win super excited about how $Fair v2 will achieve fully autonomous stage

What Changes in Fair v2 #1 New sourcing pipelines V1: X and Farcaster. the agent watching social signal 24/7 V2 keeps those and adds two more: Scout Pipeline Humans have taste, conviction, narrative instinct The parts of sourcing models can't replicate yet Season 0.5 starts next week Onchain Pipeline Flags volume anomalies and wallet movement In dev testing. Will be also available as a tool for General Partners Pipelines compete and collaborate The agent logs which one spotted first, what got cross-confirmed, which signal turned into PNL Each pass tightens the next The loop optimizes itself