A new paper out of KRICT and KAIST just put a number on something Qubic's architecture has been built around since 2022. Multiple AI agents working in coordination reduce extrapolation error by up to six orders of magnitude versus isolated deep neural networks. Up to a million model parameters compress into 5 to 40 interpretable ones. Tested across deterministic and previously uncharacterized dynamics. The collective recovered the underlying governing equations across all of them. @c___f___b  described the design premise of Qubic's coordinated mining layer this way: "The work of one miner benefits from the work of another miner, and their combined work is greater than the sum of their works measured separately." That is not a metaphor. The MCI paper is empirical confirmation of the mechanism. The researchers tested on a small lab cluster and noted the obvious next question: what happens when this runs at network scale? Qubic's 676 Computors and broader mining base sit directly on the other side of that question.  Coordinated, network-scale machine intelligence is what Aigarth is being built for. The frontier is catching up to the foundation.

A patch can't make an old seed random. 🔐🎲 Qubic now urges users of its pre-4.26.4 web wallet to create a new wallet. The lesson for Web3 onboarding: strong randomness matters from the first tap, not just at backup time. #HootArk# #WalletSecurity# #Web3#

🚀 The Agentic Economy is coming. But where does Qubic fit in? Join @AEON_Community × @_Qubic_ for an exclusive X Space! We’ll dive into AEON’s vision for the #AgenticEconomy#, what’s next on the #AEON# roadmap, how #Qubic’s# decentralized intelligence could fit into this emerging narrative, and where #AI#, decentralized networks, and payments are heading next. 🎁 $200 Reward Pool $100 for 20 winners who follow @AEON_Community & @_Qubic_ + $100 for 5 selected questions about #Qubic# 📅 Sept 17 | 13:00 UTC 🔗 Join the X Space: Drop your questions, the proof of following and qubic-network:native address below! 👇

🟥 Things I'm looking at today 🟥 Powered by @yeet Subscribe: BTC holds $82K, Pumpfun adds perps, Black Monday calls Crypto * BTC: 82,526 (+1%) | BTC.D: 60.3% (+0.3%) * ETH: 2,425 (0%) | BNB: 728 (+1%) | SOL: 105 (+1%) * Fear & Greed: 60 | 24h Liq: $328M * BTC ETFs: -$82M | ETH ETFs: -$70M * Top Gainers: Q, BR, DGAI, KNTQ, ARB * Crypto flips green despite Black Monday calls * 6-12m holders stop sending BTC to exchanges * BTC MVRV drops below 30th percentile * Speculative capital leaving BTC: Schwab * Schwab launches BTC, ETH trading for retail * Strategy buys $22M BTC, expands buyback to $3B * MARA moves 1K BTC to exchanges in 5 days * Nine firms form Quantum Alliance for BTC safety * Justin Sun sold 80-90% of ETH to buy US stocks * Hyperliquid adds a ‘10 HYPE’ rule * Pumpfun adds Hyperliquid perpetuals * Pumpfun nears Hyperliquid on 30 day revenues * Pumpfun intros biggest referral program ever * Lighter plans to launch Options soon * Mt. Gox delays creditor repayments to Oct 2027 * Ledger received tampering reports: Karpeles * Solana snatches top spot for stablecoin transfers * Coinbase to power Marqeta stablecoin cards * Claude cracks NIST P-256 seed mystery in 30 mins * LayerZero intros quantum-safe Aerie signatures * Tether backs AIsa for AI agent payments * 9 US firms object to OKXICE tokenising shares * Circle eyes 40 EMs, 59% of rev went to partners * Ondo's USDY tokenised treasuries top BUIDL * Goldman, Wells Fargo, MS pitch tokenisation * 67% of tokenised T-bills held abroad: Chainalysis * Cryptocom, Novig sue Missouri over betting curbs * Cysic bridge exploited, $727K moved to ETH * Qubic attack drains 1,404 wallets * Cobo Wallet to shut down on 1 Dec * S Korea meets exchanges amid tax delay calls * Bulgaria's Postbank to offer crypto from 2027 * Binance, Coinbase join West Africa crackdown * Canadian troops charged in CEX owner kidnap * El Salvador's BTC holdings top 7,800 Macro * NASDAQ: $26,140 (-2%) | Gold: $4,190 (+1%) * This week: Tech earnings, Home sales data * Futures higher despite 'Black Monday' crash calls * Stocks suffer largest weekly slide since Apr 2025 * US bank stocks post six straight weekly losses * Fed to buy up to $14.6B of T-bills from today * US job reports revised lower in 16 of 20 months * Legal immigration to US plunges 50% * Putin proposes summit with Trump, Xi on Ukraine * Trump waives key Russian oil sanctions * Trump pushing Ukraine to capitulate: Zelensky * Ukraine attacks St Petersburg oil port * Iran urges US to accept Hormuz proposal * China stocks on longest ever losing streak * China's economy grows 4.5%, beats forecasts * Qatar's revenue plunges 42% in H1 on Iran war * Egypt to deploy troops to Saudi Arabia * Trump endorses Netanyahu ahead of election * French protests continue, 550k take to streets AI & Tech * Chip stocks shed $2T in longest slide since 2008 * SOXL logs record $6.1B weekly inflows * Neocloud shakeout looms, Nvidia has lots to lose * NYC comptroller urges Anthropic to delay IPO * Anthropic Q3 rev reportedly +46% q/q to $16.8B * Anthropic puts 5% of shares in public benefit fund * Give Anthropic shares to public, I’ll do that: Elon * Anthropic pitches thresholds for AI curbs * Claude Mythos 5 cuts quantum gate counts 17x * Anthropic pays Blackstone 10%+ on $9B chip debt * Muse Spark, Gemini ~$0.40 a task vs Opus $2.34 * Meta ad revenue within $4B of Google Search * Google open-sources Harness² agent framework * Microsoft pulls out of Nscale's UK DC deal * Nvidia on pace to sell $430B chips this year * Mercedes calls Nvidia top driving-tech partner * DeepSeek releases V4.1-Flash model * Delta, Chase, Amazon now blocking AI agents * Disney hires most of CharacterAI's staff * CXMT’s shares drop 6% despite profit * First Helion racks coming in Nov: AMD * US warns EU of retaliation over Starlink limits * SpaceX TAM vastly higher than 28.5T: Elon * Tesla plans Hot Wheels-style loop at Texas HQ * China unveils 13-foot, 2,400lb humanoid robot * BYD e-SUV packs 9-minute flash charging @YEET: Crypto's Casino Just passed $3.6B in lifetime volume! Pionex: World’s Leading Bot Trading Platform gm

Quick one before your coffee ☕ Difficulty adjusts so that blocks keep a steady pace however much hashrate joins. What is the target time between blocks? Answer drops tomorrow. Follow us for more fun Bitcoin and Bitcoin mining trivia.

Quick Mart saw demand for shares in its initial public offering exceed the number available by almost 23% as Kenya’s second-biggest supermarket chain concluded the nation’s second IPO of the year