Take two: Mac Studio m4 Max recipe Qwen3.8-Flash-Next update Average 83tok/s • MTP off→MTP3 weighted decode: 36.64→68.31 tok/s (1.86×) • MTP3→MTP6 5,999-token decode: 70.44→83.06 tok/s (+17.9%) • TrueScore: 91.8→91.9 •256k context Deployment:

RootData Stock Derivatives Exchange Ranking: Bybit Rises to Second for the First Time, Though Open Interest Remains Lowest Among Top Three As of July 23, according to RootData’s stock derivatives exchange ranking, Binance, Bybit, and Bitget occupy the top three positions: 🔸Binance: Score 92 | 143 contracts | Open interest ~$2.71B | 24h volume ~$17.69B | Funding rate +0.0003% 🔸Bybit: Score 91.3 | 131 contracts | Open interest ~$96M | 24h volume ~$920M | Funding rate +0.0004% 🔸Bitget: Score 91.2 | 252 contracts | Open interest ~$757M | 24h volume ~$2.12B | Funding rate +0.0003% 👇

Qwen3.8-2.4T-A95B, compressed two ways at once: 25% of the experts pruned with REAP, and the rest quantized to NVFP4. Even with a quarter of the experts gone and 4-bit weights, GPQA Diamond holds at 91.5 vs 92.6 for the full-precision base. ~99% recovery. Serve on @vllm_project:

🥞 Weekly CAKE Stats Net Weekly Emission: -402k CAKE (-$587k) Total Product Burns: 556k CAKE ($812k) -7% 🔥 Burn Breakdown: ➤ AMM v2: 251k CAKE ($366k) -14% ➤ AMM v3: 257k CAKE ($375k) -4% ➤ AMM Infinity: 20.1k CAKE ($29k) +91% ➤ Other Sources (Prediction, Perpetual, etc.): 28k CAKE ($41k) -4% Proof of burn 🔍 Burn Dashboard 📊

FINAL IN PHOENIX 📍 The @PhoenixMercury defeat the Valkyries, 91-89, in a thriller that featured four lead changes and eight ties! Kahleah Copper: 27 PTS | 4 REB | 4 AST Alyssa Thomas: 25 PTS (season-high) | 9 REB | 8 AST #WNBASeason30#

No answer for this duo 😤 Kahleah Copper and Alyssa Thomas combined for 52 points, powering the @PhoenixMercury to a thrilling 91-89 victory in a game that featured four lead changes and eight ties! Kahleah Copper: 27 PTS | 3 3PM | 4 REB | 4 AST Alyssa Thomas: 25 PTS (season-high) | 9 REB | 8 AST #WNBASeason30#

i’m training to dunk a basketball the odds don’t look good 48 yr old 6 ft 180 lbs standing reach 91” needed reach: 130” that’s a 39” vertical which exceeds ave nba player (35.5”) here are the thresholds I need to meet: > takeoff velocity 14.5 ft/s > ground force: 585 lbs > time to take off: 0.2 sec > peak power: 14.8 hp (11 kW) landing is even more intimidating > creates load equal to 6-10x body weight > 1,080 to 1,800 lbs of ground reaction force injury risk > 3-5x rupture risk for men my age > 1,080-1,800 lbs funneled via centimeter thick tendon > knees absorbing 7-9x body weight age disadvantage power+rate of force down 25-40% at age 48 what is your assessment, will I be able to do it?

Google dropped MTP versions of Gemma4. Ran them on my DGX Spark. The 31B dense model went from 3.94 → 8.91 tok/s. That's +126%. Full results: [26B A4B] > 25.24 → 31.69 tok/s (+25.6%) > TTFT 755 → 332ms (-56%) [31B] > 3.94 → 8.91 tok/s (+126%) > TTFT 599 → 378ms (-37%) If you're not running MTP, you're leaving free perf on the table.

ETFs Ran Seven Straight Green Sessions, and 88% of It Landed After the Move For Aug 17-25: 🟠 BTC ETFs: +$2.38B, price +25.69% 🔵 ETH ETFs: +$899.0M, price +32.43% Seven sessions took in +$3.28B, with both Bitcoin and Ethereum ETFs positive every day. That ranks in the 91.7th percentile of rolling seven-session windows since Jan 2024. But flow followed price, not the reverse. Only +$392.9M arrived on Aug 17-18. After the Aug 19 Treasury buyback headline, ETFs took in +$2.88B, or 88% of the total. That same period accounted for 86% of the price move. Aug 19 also cleared $2.99B of liquidations, the 8th-largest day on record, with $2.6B coming from bearish bets. Open interest stayed elevated after the squeeze, sitting at the 95.6th percentile of the past 90 days over Aug 17-23. Funding averaged just the 60th percentile, so leverage stayed high without longs getting particularly expensive.

. @nvidia reports Q2 earnings on Wednesday, and @Polymarket has eleven contracts on the result. The earnings beat is priced at 96% and has barely moved since the contract opened on 13 August. Where traders still disagree is the data centre revenue ladder: above $85B went from 55% to 91% in a single session, while above $90B sits at 25%. 28 companies carry the same earnings beat contract this week. Odds mostly track consensus, with the median across the 14 technology names at 93% and only HP at 72% and Marvell at 77% below 80%. The exceptions are what make these markets particularly worth following. Every earnings market, and every other market on @Kalshi and Polymarket, sits in one normalized dataset on Dune: