middleclassdesi
@middleclassdesi
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Engineering Leader @Meta | Investor & Trader | 12+ Years in Tech, AI 🇮🇳🇺🇸
San Francisco Bay Area
Joined January 2025
Key Events This Week: 1. US Futures React to Iran Situation - TODAY 6 PM ET 2. February ISM Manufacturing PMI data - Monday 3. February ADP Employment data - Wednesday 4. Initial Jobless Claims data - Thursday 5. January Retail Sales data - Friday 6. February Jobs Report -
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If you're interviewing for AI PM roles at OpenAI, Anthropic, Google, or Meta, the ability to define eval dimensions, build a test dataset, write eval criteria, and set blocking thresholds separates you from every other candidate who can only talk about evals conceptually. In
I got an expert to give me a masterclass on AI evals: (63 mins of stuff most builders learn the hard way) 0:00 - Why your product is lying to you 22:03 - Full eval flow walkthrough 35:42 - Evals ARE your PRD (not QA) 57:52 - Failures at Grammarly, Copilot & Klarna
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HUGE: 🇺🇸 The U.S. Senate will vote on the Crypto Market Structure Bill tomorrow at 3:00 PM ET. This is one of the biggest regulatory moments for crypto in years. Clarity could finally arrive
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Trump is HEAVILY Focused on Greenland! If any deal is made, these are the stocks to turn to right away! Mining Sector (Rare Earths and Minerals) $CRML-Owns the Tanbreez project, one of the largest non-Chinese rare earth deposits; direct exposure to Greenland mining development.
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Gold now accounts for 25% of total world reserves. Still below the USD as a % share, and it remains far below its share in the 70s & 80s. In other words, if the recent reasons for buying gold persist, it can keep rising.
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🚨 Skip the 2-hour movie and watch this masterclass on wealth creation with Warren Buffett instead. https://t.co/baiQl6UFr1
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KEY FIB LEVELS FOR POPULAR GROWTH STOCKS Nuclear • $OKLO -- $85 • $CCJ -- $87 • $UUUU -- $18 • $GEV -- $548 • $LEU -- $306 Critical Materials • $MP -- $50 • $CRML -- $13 • $IDR -- $38 • $FCX -- $48 • $UAMY -- $8 Space • $RKLB -- $67 • $ASTS -- $81 • $PL -- $20 •
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CRITICAL MINERALS CHEAT SHEET The next phase of industrial policy, electrification, AI infra & defense spending is defined by input constraints with these companies sitting at the key supply-chain choke points: Rare Earth Elements • $MP controls the only scaled rare earth
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🆕 Claude Agent SDK [Full Workshop] https://t.co/xHeuWPuIk7 For our first big drop of the year, excited to bring you @trq212's full 2 hour workshop covering all of @AnthropicAI's agentic SDK (formerly known as Claude Code SDK). By far the most popular workshop of AIE CODE!
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Wishing everyone a very happy New Year 2026! 🎉🙌✨🧿 Hope this year brings lots of realized profits. #NewYear2026
Welcoming in the New Year, Dubai style! 🥳🎇 The world's tallest tower. The world's biggest celebration.
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Google just made a $2,000 AI education free (and most people will still choose to stay illiterate). They quietly launched Google Skills, a hub with 3,000 technical modules that replaces "prompting" fluff with actual DeepMind research workflows. You can now access the exact
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@cricketaakash The MCG Ashes Test highlights a problem India also faces at home. When you over-prepare bowling tracks(rank turners or minefield), you neutralize your own advantage. Lose the toss → you’re suddenly behind. Australia were 3–0 up — no need for a lottery pitch. India’s formula
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Tesla Robotaxis were unaffected by the SF power outage
🇺🇸 SAN FRAN BLACKOUT – WAYMO FROZE, TESLA DROVE Waymo’s robotaxis got a little too real last night - by completely shutting down when San Francisco’s power outage knocked out traffic lights. Meanwhile, Teslas on FSD? Kept rolling. No drama, no headlines - just handling chaos
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This is wild. Gemini 3.0 Pro basically turned into a full-stack equity researcher overnight. • Earnings deconstruction • Balance sheet sanity check • Market comps • Trend analysis • Price triggers Copy/paste this mega prompt and watch it work:
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$NVDA delivered 😏 • Sales $57B vs Est. $55B • EPS $1.30 vs Est. $1.26 • Data Center Sales $51.2B vs Est. $48.6B • Gross Margins 74% vs. Est. 74% Q4 Guidance • Sales $65B vs Est. $62B
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Interesting earnings week ahead! • Monday: $MNDY, $CRWV, $RKLB, $ASTS • Tuesday: $NBIS, $SE, $OKLO • Wednesday: $CSCO, $DLO • Thursday: $DIS, $JD, $AMAT, $NU Which one are you most excited about?
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$ETH is showing some bounce back after this week's crash. The pump isn't looking strong, as the rally is primarily driven by shorts being closed. Until Ethereum reclaims the $3,600-$3,700 zone with strong inflows, the chances are it'll go lower.
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Option’s trading is currently more popular than ever before. MOST traders don’t actually know how to properly analyse a contract‼️ I will break it down the numbers piece by piece to make it easier to understand⬇️
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PRESIDENT TRUMP ANNOUNCES A DEAL WITH CHINA • China suspends all retaliatory tariffs & non-tariff measures imposed since March 4 • China issues new general licenses for rare-earth exports & pauses new export controls • China commits to end fentanyl flow to the U.S. • China
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