Hackworth

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Hackworth

Hackworth

@HackworthAI

Building quantitative AI systems Research @ Tensor Investment I trade crypto, fixed income, commodity, & ETFs Advisor & Builder @ AlphaNet

Hong Kong 参加日 Mayıs 2025
143 フォロー中635 フォロワー
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Hackworth
Hackworth@HackworthAI·
Traditionally quants have used factor models (which these days mostly produce at most beta and risk premia) and alphas (temporarily sustainable "edges") to produce signals. With the proliferation of ML and deep learning in institutional trading, "features" (model inputs) and outputs of robust ML systems are being used as alternatives to the above. This is especially prevalent in top quant shops in China & Asia, and less prevalent in Wall Street (no right or wrong, good or bad).
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Hackworth
Hackworth@HackworthAI·
@zzbar Yes, & they would also expect nothing of value to be replied.
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⛵️@zzbar·
It’s telling that not a single reporter at the White House today asked Trump directly if Bibi Netanyahu is dead or alive? Are they all cowards?
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𝔐𝔽𝓩
𝔐𝔽𝓩@mean_field_zane·
This is complete cope lol. I’m a depressed ultra-high IQ person but many of my peers who I’m sure are as smart if not smarter than me are perfectly happy and at peace, and relatively untroubled by the world.
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Hackworth
Hackworth@HackworthAI·
@quantbeckman Path optimization in DRL can easily corner the policy into a dead end spiral
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Quant Beckman
Quant Beckman@quantbeckman·
DRL model has negative annualized return, negative Sharpe, huge drawdown, and a -45.51% final PnL...
Quant Beckman tweet mediaQuant Beckman tweet media
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探长
探长@donghu925·
前段时间比较幸运,早期拿到了一个新的 DEX 白名单。平台一直对外强调自己是企业级 AI 量化交易系统,主打自动策略和智能风控。刚开始其实没太当回事,毕竟现在市场上很多 AI、量化更多只是概念包装。 不过既然有名额,就抱着验证的心态跑了一段时间。一个月下来,整体表现比预期要稳定,尤其是在震荡行情里,系统执行策略的纪律性明显比人工更强。 跑下来最大的感受是:现在的市场越来越复杂,很多时候人工交易输的不是判断,而是执行力和情绪管理。 量化系统可以 24 小时运行,不受情绪干扰,也能更快对市场数据做出反应。从效率和稳定性来看,AI 量化确实正在慢慢拉开和传统手动交易之间的差距。
探长 tweet media
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Goon
Goon@GryptoGoon·
Had an interview with a grad and he said he built a regime change detection model. I asked him if it predicted the US and Israel going into Iran. He didn’t get the joke. Instant no hire. Also. What the fuck is a regime change in regards to trading. Am I retarded?
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𝔐𝔽𝓩
𝔐𝔽𝓩@mean_field_zane·
PhD Micro is an oxymoron.
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Hackworth
Hackworth@HackworthAI·
@NoahKingJr All surveilled by western govs. So => Wechat
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Noah
Noah@NoahKingJr·
WhatsApp can't be trusted. Signal can't be trusted. Telegram can't be trusted. Then what is the solution?
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Hackworth
Hackworth@HackworthAI·
They're not gonna wait another generation. They're either prepping military option or "under the table" option. I see this not being later than this decade. However, from a game-theoretic point of view it may not be the year that's most anticipated (2027). No surprise advantages.
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Lei Gong
Lei Gong@gonglei89·
@HackworthAI There are people in Taiwan who are ready to make a deal I think. May take another generation to get to critical mass but also may move quicker as present geopolitical realities become a lot clearer.
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Lei Gong
Lei Gong@gonglei89·
Why would China need to attack when they can get Taiwan without a war 🤷🏻‍♂️ No one is coming to Taiwan’s rescue after this war with Iran. Learn to live in the 21st century.
qihang1921@qihang19211

@gonglei89 Of course, Taiwan must also be so unimportant that the Chinese army does not bother to attack.

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Hackworth
Hackworth@HackworthAI·
@mert dont worry the "extraction" will shift there
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mert
mert@mert·
CT traders have so far destroyed the markets for crypto, japan, south korea, metals, and now oil I say we start trading real estate and hermes bags next for the sake of my family
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子时
子时@silverfang88·
真不知道crypto群友 有什么好见的 一个比一个丑
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DGN Quant
DGN Quant@DegenQuant·
If someone calls their trading system a bot, ignore everything they have to say
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Hackworth
Hackworth@HackworthAI·
@ynonestop 他们积极参与AI但又不知道怎么靠这赚钱所以悄悄着难受
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Yaoyao👾
Yaoyao👾@ynonestop·
我有一种感觉,现在好像crypto 圈子的人都在积极参与AI,聊AI, 办AI相关的活动,恨不得说币圈和AI圈其实就是一个圈,老乡你不要走,但是真AI圈的人好像…. 不太希望和crypto 的人沾边,一种莫来挨边的感觉,举例我和深耕AI圈的伙伴聊潜在的合作,收到的答复是:Solana 很好,但是我们的客户和投资人对crypto 相关的东西很介意😅
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Hackworth
Hackworth@HackworthAI·
@Galois_Capital Do you have Wechat? I have some interesting options Note that they are not wife material, but will be attractive/chill. (I'll take $10 referral fee)
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Galois Kevin
Galois Kevin@Galois_Capital·
@HackworthAI Slight preference for yellow but fine with everything including black.
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Galois Kevin
Galois Kevin@Galois_Capital·
Offering up to $50k referral fee for whoever intros me to my next gf/wife. Must be very hot and easy going. DM for details.
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Hackworth
Hackworth@HackworthAI·
@AleaResearch These are reasonable PS ratios. Pump only being at 2.4 says a lot about its market/niche.
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Alea Research
Alea Research@AleaResearch·
Crypto is no longer a beta market. It’s a liquidity market. Too many tokens. Too little real demand. Anyone can launch. Very few can defend product, distribution, or integration.
Alea Research tweet media
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Hackworth
Hackworth@HackworthAI·
Can't help but wonder if the "AI agents are soon gonna take over crypto transactions" narrative is an attempt to save face for in general low crypto liquidity and interest or stir the pot for another hyped wave. Either way, for it to be true - one must take the leap of faith that 1) trying to tie many disparate agents to work together is better than a single well-built use case-focused agent 2) the economics and dynamics of such a system would work. With mainstream LLMs becoming more agentic, and as their ecosystems achieve higher economies of scale, not sure the necessity of crypto/blockchain for such case.
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Hackworth
Hackworth@HackworthAI·
@zhusu Hes a goyim Chinese quantitative based mofo who has real insights
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Zhu Su
Zhu Su@zhusu·
Why are Wikipedia editors so scared of Prof Jiang?
Zhu Su tweet media
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Hackworth
Hackworth@HackworthAI·
@joequant Don't try to rationalize one of the most braindead China-bashing accounts
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Hackworth
Hackworth@HackworthAI·
Retail are now showing off their AI quant trading PnLs 🤣 Good good, better than degen trading
Crypto_Painter@CryptoPainter

不知道上次说 @AlphaNet_AI 之后有多少人去体验这个 Vibe Trading 了? 刚才看到朋友发的截图,感觉这个收益还算是稳定,3000U,运行12天,收益347U,11.26%的收益率,放在传统量化策略里面应该也算是比较高的了... 所以不得不感叹,似乎我们这种玩中低频量化的老登也要逐步被淘汰了... 感兴趣的赶紧去试一试吧,目前白名单还在窗口期: alphanet.phoenix.global

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