RexLiu

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This weekend Cardano governance gets tested when the treasury comes into play once again.
I've seen endless drama in the past few years.
While there are positive signs with Pentad, I care whether every proposal can allocate shared capital without turning the process into theatre.
ADA-6,59%
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两天前,我的 @openclaw 坏了——媒体下载静默失败,原因是新版本中闭源依赖缺少重试机制。
今天,我的代理诊断出了根本原因,确认了这是我们这边无法修复的问题,并自主提交了GitHub issue (#45799)——包括填写表单和通过浏览器JS注入字段。
这很神奇,但至少我是掌控全局的那个人 😆
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Karpathy said the IDE is becoming an orchestration interface.
X is moving the same way.
This morning my agents had already surfaced market signals, draft angles, and one broken feedback loop before I opened the app.
So the edge is shifting:
- AI expands output
- selection protects taste
- public proof builds trust
AI lowers the cost of content.
It raises the value of selection.
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What is most important for humans in the AI era?
My answer is: taste, experience, and trust.
- Taste represents your aesthetics
- Experience represents your knowledge and insight
- Trust represents your relationships
Record more of your life and turn everything into retrievable material, because your life is unique.
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AI assistants are great but I've become less sensitive and attentive than ever.
So I've decided to take up more human work:
- Translating bilingual content
- Reading paper books
- Talking with friends
Train your brain wisely and stay foolish🫡
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A curated list of free APIs across 50+ categories:
- Weather, finance, crypto, news
- Maps, geocoding, transportation
- AI/ML, cloud, dev tools
- Music, movies, games, sports
- Government, health, education
Whether you're building a side project, testing a prototype, or wiring up an AI agent — this is your first bookmark👇
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The biggest upgrade in my investing was a shorter filter.
After LUNA, FTX, missing the BTC ETF move, and years where my crypto book fell more than 50% from the peak, I cut the questions down to three:
- Did it survive a bear market?
- Is the upside worth benchmarking against $BTC?
- Can I still sleep with this size on?
More positions never made me safer.
Better filters did.
LUNA-3,15%
BTC-2,71%
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NFP: -92K jobs. Expected: +50K.
The old playbook said bad economic data means rate cuts, and rate cuts mean BTC moons.
$BTC went $74k → $68K → $65K.
The "bad is good" trade just failed its loudest test this cycle.
CPI drops Tuesday then.
🗳️ What happens next?
BTC-2,71%
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The textbook correlation: dollar up, Bitcoin down.
This week, both stayed elevated.
- BTC at $70,821 (as of Mar 6, 01:00 UTC)
- DXY pushing toward 100
- Coinbase Premium at its highest since December — US institutions buying into dollar strength, not against it.
Nine years watching BTC move with tech stocks, gold, risk-on sentiment. Correlated to everything.
The moments it decorrelates are the moments that define the next regime.
BTC-2,71%
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Three Cardano catalysts are converging before summer:
- Hard fork + Plutus smart contract upgrade this month
- @MidnightNtwrk mainnet late March (MoneyGram + Google Cloud as node operators)
- ADA spot ETF: Bloomberg pegs approval probability at 70%, window around August 2026
Meanwhile, my crypto allocation just sits silently from last October.
Everyone says "patience is the edge."
Turns out patience without repositioning is just watching.
ADA-6,59%
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I used to measure my days by PnL.
Now I measure them by firsts.
- My daughter’s first time taking a new bus route in a new city.
- Her first friend in a kindergarten we might leave in weeks.
- Her first “Dad, let’s go to the library,” instead of “Dad, are you still working?”
None of these moments show up on a dashboard.
But they compound harder than most assets I’ve ever owned.
Markets taught me how to survive volatility.
Fatherhood taught me what deserves volatility.
You can recover from a bad quarter. You can’t recover a missed childhood season.
I still care about returns.
I just don’t confu
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In January 2024, I sold all my BTC at $40K the day the ETF got approved.
Two months later, I bought it back at $60K.
Same thesis. Different conviction. 50% more expensive.
I thought I was being smart — "sell the news, buy the dip." But the dip never came. By the time I re-entered, the market had already priced in everything I was waiting for.
Two years later, I still catch myself wanting to "do something" during volatility at times.
The hardest skill in investing is learning that doing nothing is the highest-conviction trade you can make.
That's why I'm laser-focused on everything
BTC-2,71%
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My AI content agent wrote "8%+ stablecoin yields on Minswap and Spectrum" in a draft about Cardano DeFi growth.
Those numbers didn't exist anywhere in our data. The agent saw a narrative about Cardano stablecoins and filled in yield figures that sounded plausible.
Where narrative meets data gaps, AI fills in confident fiction. Your fact-check instinct isn't optional — it's the product.
ADA-6,59%
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Built a narrative radar last week. It scans 65 RSS sources, then cross-references with my Alpha Radar signals.
The rule is simple: one source talking about something is noise. Two independent sources confirming the same narrative is a signal worth investigating.
First run took under a minute.
ADA showed up in both feeds — 112 mentions across sources in 7 days. Stablecoins, AI agents, RWA all cross-validated too.
Built with Python, runs on a daily cron via OpenClaw. Idea to working tool: about an hour.
The best research system isn't reading more. It's filtering faster.
ADA-6,59%
RWA-1,93%
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AYATTACvip:
LFG 🔥
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CZ, Circle's CEO, Peter Diamandis — all saying the same thing: AI agents will use crypto as their native currency.
Billions of agents. Millions of transactions. No bank accounts, no KYC.
I run multiple AI agents daily. They already cost real money when they make mistakes — wrong API calls, wasted compute, fabricated data.
Scale that to autonomous onchain trading. Who pays when an AI agent loses $50K?
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My AI finance agent delivered a complete February expense report on January 31st.
Income, expenses, categories, breakdowns, totals — all there.
One problem: February hadn't happened yet.
Caught it in 3 seconds.
AI won't say "I don't know."
It sometimes fills gaps with confident fiction that looks exactly like real data.
Your boring, lived-in knowledge of your own numbers is the last firewall.
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3 months of nomad life with a family of three. Here's what I wish someone told me before we left:
- Your kid will adapt faster than you. By Nanning, my daughter made friends before we'd unpacked. Stop worrying about them — they're fine.
- Find local apartments in community advertisements or Lianjia. Negotiate and stay for a few days before the whole month. It will cut your cost by around 1/3.
- Community canteens are the cheat code. ¥15/meal, local flavors, and your kid eats better than at restaurants. Look for the one closest to a school.
- The city library is a free coworking space with
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