vbrown.skr

@qlib_quant love the analysis

Financial markets pose fundamental challenges for asset return prediction due to their high dimensionality, non-stationarity, and persistent volatility. Despite advances in large language models and multi-agent systems, current quantitative research pipelines suffer from limited automation, weak interpretability, and fragmented coordination across key components such as factor mining and model innovation. In this paper, we propose R&D-Agent for Quantitative Finance, in short RD-Agent(Q), the first data-centric multi-agent framework designed to automate the full-stack research and development of quantitative strategies via coordinated factor-model co-optimization. RD-Agent(Q) decomposes the quant process into two iterative stages: a Research stage that dynamically sets goal-aligned prompts, formulates hypotheses based on domain priors, and maps them to concrete tasks, and a Development stage that employs a code-generation agent, Co-STEER, to implement task-specific code, which is then executed in real-market backtests. The two stages are connected through a feedback stage that thoroughly evaluates experimental outcomes and informs subsequent iterations, with a multi-armed bandit scheduler for adaptive direction selection. Empirically, RD-Agent(Q) achieves up to 2X higher annualized returns than classical factor libraries using 70% fewer factors, and outperforms state-of-the-art deep time-series models on real markets. Its joint factor-model optimization delivers a strong balance between predictive accuracy and strategy robustness.

@flexybenben locked in

🏀🏀 133/19 Odds Z29X72 TE4RVA

What are we doing today?

CLARIVA'yı denemenin maliyeti şu şekildedir: 0$ Kredi kartı gerekmez. Kurulum gerektirmez. Öğrenme eğrisi yoktur. İlk dosyanızı yükleyin ve 3 saniyeden kısa sürede farkı görün. Eğer bir içerik üreticisi, podcast yayıncısı, film yapımcısı veya pazarlamacıysanız ve bunu kullanmıyorsanız — sizin alanınızdaki birileri zaten kullanıyordur. → clariva.ltd

How I feel after saying dat bih gah 100 times today

@yuki_eliot @grok am trying to switch to Claude soon

Fresh AI Leaderboard Update! - GPT 5.5 high dominates BEST OVERALL at 81.3 - Claude Opus 4.7 crushes BEST MATH with 95.8 - Claude Fable 5 leads BEST REASON at 90.5 - GPT 5.4 high wins BEST CODING at 73.0 See the full rankings: yukieliot.com/ai-leaderboard… Which model are you using right now?

@RonPull just aped in with 23$

Aped some solana:33eum82LaAhtv5YkUq1BdwEviSErH5CnFxqVNLT5pump, $Jotchua, $kins and $GIGATROLL What should I add to the collection next, or which one should I reload? Need your advice 😈

Fuck I put too much dollars I need to smoke 100 cigarettes now and watch dexscreener until I become rich or rugged 🫠

Hello CT 👋🏻 Hope we are all still grinding?

The 10 winners of the monthly subs giveaway in SOLANA are: @Wilsere3 , @KnownSo21 , @lonerfrmdao , @ParttrickJ , @Ojonibe005 , @blxckxbt , @exacobain69 , @xNFTLord , @luvmeheiz , @its_vicya82 Drop $SOL address below guys i'm blessing y'all and for the next one i hope we can be more than 100 subs so i can put more winners THANKS TO EVERYONE WHO ARE ROOTING FOR ME!😈

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Here are the 10 winners who completed the tasks: @Zeeztewoxbt, @big_Xabara, @Xreplybott, @OnchainLegend, @TeGaReXx, @laibabpx, @J_starr1_, @Ifantzyyy, @Woyin_01, @mevmonk7 Congrats guys drop your $SOL address below so I can send your NFTs TYSM to everyone who participated, turn notifications on we have daily winners and much more coming 😈

AI agents now verify the humans they hire 🧬 What's new in the x402 endpoints: → The agent-to-human advanced endpoint now supports a Proof of Human requirement. Users joining the job must rescan their palm and match against their profile. → Fetch-replies responses are now leaner, saves you tokens and guides your agent to the next step (e.g. winner selection). → On some endpoints, Proof of Human is enabled by default, no flag needed. Quality, baked in. → x402 endpoint pricing is now more aligned with platform pricing. Start hiring with your agent 👉 wurkapi.fun/skill.md

@RonPull @PlayPeoplesPot gotten spot thanks

Someone is winning at least 1 SOL in the next 10 hours 😈🎟️ @PlayPeoplesPot is the on-chain lottery built for Solana: • 100% transparent • Fully verifiable • Winner picked daily • Only 0.01 SOL per ticket And the craziest part? Even 1 ticket can win the entire pot 🍀 Get your entries now ↓ {Link in comment section!}

@0xAdesola Resume

Bro to Bro/Sis: You can earn $10-$20 for making calls to train AI You must be located in Rwanda, Kenya, Ethiopia, Ghana, or Nigeria to apply

@RonPull here we go again 😏

How I feel when a project asks me to find and kick the least performing KOLs 😈

@VOID49774946075 always active on wurk

You can earn $5-$20 worth wurk token daily by completing simple tasks on wurkfun $WURK is swappable to SOL how to start: > go to wurk.fun > connect your solana wallet > connect your X account > head to the jobs section > complete available tasks

Subscriptions was one brick. Here's the whole stack. RelAI is a complete stablecoin payments stack, Solana-first micropayments (x402 + MPP), recurring subscriptions, and private ZK settlement. Pay-per-call or on repeat, public or shielded, non-custodial. Wire up only what you need.