🤯 This is like having Jev at home, a AI reflex system running locally. Someone is turning Google's open DiffusionGemma 26B-A4B into a local version of the new “System One” AI idea inside vLLM. Remember Jev? It is a decision LLM. Instead of asking an LLM to generate paragraphs, System One models are designed to make FAST structured decisions: 🎯 yes / no 🧭 route A / B / C 🛠️ which tool to call 🚨 severity 1–4 📊 classify / score / choose And DiffusionGemma has an important role because a normal autoregressive LLM takes Prompt ↓ token ↓ answer DiffusionGemma is Prompt ↓ predefined answer slots ↓ fill multiple decisions in parallel Because it operates over a token canvas with bidirectional attention instead of being forced to generate everything strictly left-to-right. The vLLM patch lets it return ✅ bounded choices ✅ probabilities ✅ confidence / uncertainty ✅ multiple decisions simultaneously And it runs locally. On ONE DGX Spark the developer reports ⚡ 1 request: ~120 ms 🚀 concurrency 32: ~54 requests/sec 🧠 3 decisions/request 🔥 ~162 decisions/sec Then the developer found each question can require only around 3 canvas tokens: 🔢 index ❓ placeholder ✂️ separator Meaning as many as ~85 questions could fit into 1 diffusion canvas. And subsequent optimization reportedly cut decision time another: ⚡ ~20–40% with no change in decision quality. The model stats ... 🧠 25.2B total parameters ⚡ 3.8B active 💾 NVIDIA NVFP4: ~18.9GB 🎮 Can fit on a 24GB NVIDIA GPU 📜 Open weights ⚠️ vLLM PR #57250# is still OPEN 👉 not merged. And this is Jev-like functionality. It is NOT evidence that DiffusionGemma matches Jev's intelligence or calibration. 🔗 /vllm-project/vllm/pull/57250

🗞 Top #Crypto# Gainers & Losers: Fri, Oct 2 (24H) 📈 Biggest Gainers The Sandbox $SAND +57.25% Collector Crypt $CARDS +33.18% Midnight $NIGHT +24.21% 📉 Biggest Losers Shuffle $SHFL -24.07% SOON $SOON -10.55% Bedrock $BR -10.07%

🚨 JUST IN: A new poll just found nearly 60% PERCENT of Minnesota voters want President Trump's SAVE America Act PASSED — voter ID and proof of citizenship — by a +25 point margin That's in BLUE MINNESOTA! Should Congress pass SAVE? YES: 57% (+25) NO: 32% NO MORE EXCUSES 🔥

Everything You Need to Know Before BIP 110 Activates w/ @lukedewolf and @jakeroque_ 0:00 - Episode Preview 0:46 - Luke De Wolf's Journey into Bitcoin 13:59 - Maps of Meaning to Bitcoin 20:33 - Ad: Unchained Bitcoin Inheritance Quiz 21:24 - The Highest Good & Personal Responsibility 32:08 - Bitcoin, Truth & The Cypherpunk Philosophy 44:55 - 12 Words vs. 24 Words: Which Is More Secure? 48:48 - Why Luke Wrote Defending Bitcoin 51:22 - Bitcoin's Biggest Long-Term Security Risks 58:51 - How Bitcoin's Governance Model Actually Works 1:15:59 - Why Luke Changed His Mind on BIP 110 1:21:05 - The Strongest Arguments Against BIP 110 1:28:13 - Why Luke Believes Activation Is the Least Risky Outcome 1:32:10 - Taproot, Ossification & Rolling Back Bad Changes 1:42:00 - What Bitcoiners Should Do During Activation Week 1:51:03 - Policy vs. Consensus 1:57:25 - Bitcoin, Community & Life After the Fork Debate 2:00:01 - Does Bitcoin Die If BIP 110 Fails? 2:04:17 - Where to Find Luke De Wolf

WEEKLY ROLLUP: Bitcoin Breaks Below $60K | Saylor’s Three Bad Options | ETH Labs | The Quantum Clock Markets are bleeding, bitcoin:native is back below $60K, and @saylor have no clean way out. @RyanSAdams and @TrustlessState break down the @MicroStrategy squeeze, @ethereum ’s power shift, quantum risk, and Illinois’ new crypto tax. --- TIMESTAMPS 0:00 Intro 3:35 Bitcoin Below $60K and @Strategy's 3 Body Problem - @saylor - @Pentosh1 - @jdorman81 - @ki_young_ju - @PeterSchiff 17:59 ethereum:native, Stocks, South Korea Selloff, and the AI Trade 20:59 Why Crypto Is Down: AI Attention, Debasement Pause, and the 4-Year Cycle 27:06 Mover of the Week: $CARDS and Pokemon Cards as RWAs 31:32 Ethereum’s Center of Gravity Shifts: @ethereumfndn Cuts and @ethlabs_org - @VitalikButerin - @aerugoettinea - @tkstanczak - @bobbyong - @ethlabs_org - @TrustlessState - @trent_vanepps 51:50 White House Quantum EO: Are Crypto Timelines Moving Up? - @WhiteHouse - @projecteleven - @drakefjustin 57:25 Illinois Passes a 0.2% Crypto Transaction Tax - @0xBeaconLayer - @manwithadogg - @DarrenBaileyIL 59:50 Portfolio Check and Crypto Bottom Watch

Anthropic and OpenAI slammed the this week on secondary transactions of their shares as both AI labs race to list. To help @jason and @alex unpack the market-moving news, investors @jefielding @davemcclure and @lessin joined our venture capital panel to make plain which Anthropic investing vehicles are legit, and which may be fake. The group also dug into software moats, large venture funds pressuring smaller firms, the future of LP capital, and the IPO market! 0:00 Guest introductions 1:30 Guest introductions 2:36 Anthropic voids unauthorized SPV trades 9:23 Accredited investor reform & the SEC sophisticated investor test 9:40 Quo (formerly OpenPhone) - Quo gives you a clean, modern way to handle every customer call, text, and thread all in one place. Try it free at 12:25 Naval's USVC closed-end fund as a workaround 17:23 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 18:30 Pro-rata rights battles: when Series A investors push seed investors out 20:18 Grasshopper Bank: Time is money. Don't waste either. Go to and get an exclusive $500 cash bonus just for opening an account. 29:55 Pilot: Focus on your product, let Pilot handle your bookkeeping. Pilot provides the most reliable accounting, CFO, and tax services for startups and small businesses. Head to and get $1,200 off your first year. 31:05 Storing wealth in stories vs. cash flows 35:01 Cerebras and Fervo Energy IPOs — meaningful liquidity? 38:36 Will SpaceX, Anthropic, OpenAI IPOs redistribute capital or compound it? 46:40 The $15M Series A founder who returned the money because of Claude 50:43 Should founders pivot or return capital when the world changes? 57:25 OpenAI's $6.6B tender and Shruti Gandhi's viral SF cost-of-living tweet 1:01:07 Intercom rebrands to Fin: the AI-first late-stage pivot 🎥 Watch the full episode here 👇