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#Polymarket’s# monthly user retention outperforms more than 85 percent of 275 sampled crypto projects, including DeFi protocols, wallets, and exchanges. While many platforms lose users after the first month, its cohorts show meaningfully higher rates of return trading.— Large early trades above the 90th percentile and at least $100 achieve only a 52.3 percent hit rate on final outcomes. That is a statistically detectable but economically modest edge over the roughly 50 percent baseline of all resolved trades. In the 2024 presidential markets, about 40 percent of traders participated exclusively in Trump contracts, and 71.8 percent touched Trump YES at least once. Only 0.7 percent of participants were active across more than two candidates, revealing extreme specialization rather than broad portfolio trading. — Kyle’s lambda in the same election market fell from roughly 0.518 in the early months to about 0.01 by October. As volume expanded, the market’s vulnerability to price impact declined by more than an order of magnitude. — Trading activity in the final quarter showed a clear intraday pattern, peaking between 09:00 and 20:00 UTC. The most frequent traders displayed even sharper concentration during U.S. market hours. — Across resolved markets since 2023, overall predictive accuracy on @Polymarket sits near 73 percent and rises to roughly 84 percent in markets exceeding $100,000 in volume. Only about 3.4 percent of markets faced formal disputes, most of them triggered by ambiguous wording rather than contested facts.

35% is what memory now costs as a share of HP's PC build materials, up sharply from just 15% to 18% the previous quarter, per HP's own Q1 2026 earnings call about rising component costs. Filecoin pricing comes from competing providers, not one company's costs.

📈 Peak earnings season is here. 177 S&P 500 companies report Q2 results this week, including the mega caps. Don't miss a beat. Follow us here for live updates, sharp insights and market-moving analysis. $AAPL, $ABBV, $ADP, $AEP, $AMKR, $AMZN, $ARM, $BA, $BEN, $BRO, $BUD, $CBOE, $CDNS, $CL, $CLS, $CVX, $ENB, $EXC, $F, $FTNT, $GLW, $HOOD, $HLT, $KO, $LRCX, $MA, $META, $MRNA, $MSFT, $NUE, $NXPI, $PFG, $PG, $PYPL, $QCOM, $REGN, $SHEL, $SHW, $SONY, $SNY, $UL, $V, $WDC, $WELL, $YUM

SAMSUNG’S $200B BROADCOM DEAL IS BIGGER THAN A MEMORY SUPPLY CONTRACT. 📊 Samsung Electronics $005930 and Broadcom $AVGO have agreed to pursue more than $200B of semiconductor cooperation through 2030, covering HBM, advanced foundry manufacturing and packaging. Reuters separately confirmed the $200B Samsung–Broadcom portion of the wider Korea–US semiconductor agreements. The headline number is huge, but the strategic shift matters more. Samsung is trying to move from being viewed as a component supplier to becoming a full-stack AI semiconductor partner: Memory → Foundry → Advanced Packaging The reported scope includes HBM4 and HBM4E for Broadcom’s AI accelerators, sub-2nm foundry processes for key chip products, and integrated support from design optimization through packaging and mass production. That matters because Broadcom is one of the central players in custom AI accelerators and high-speed data-center networking. If this MOU converts into real production orders, Samsung would capture more value from each AI chip—not only memory revenue, but also manufacturing and packaging economics. For the Korean market, Samsung is the clearest direct beneficiary. Equipment, materials and packaging names may follow, but only after capacity expansion, supplier participation and actual purchase volumes are confirmed. I would not treat the entire $200B headline as booked revenue yet. This is still an MOU. The real revaluation depends on: → Final contract volumes → Product and process allocation → Production timing → Pricing and margins → Whether orders translate into utilization and earnings The headline creates expectations. Execution is what creates the rerating. $005930 $AVGO For reference only. This is not investment advice. Avoid excessive leverage, do not chase sharp moves and maintain strict risk management.