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DEEPSEEK: PENNY WISE, HOUR FOOLISH

Cheap AI work can still run up the clock. In a post about model tests, SulkaMike reports that DeepSeek produced a “respectable result” for about 23 cents on one test, compared with $6 for Opus. The catch, according to the post: DeepSeek took around an hour, while Opus took 20 minutes. For anyone waiting on the answer, price isn’t the only cost.

Previous Chatter stories

MISTRAL’S ‘LE CHONK’ GOES LARGE, POST SAYS

A post by SunnyAIDock reports that AI firm Mistral launched its Mistral Large 4 model in public preview on Oct. 6, 2026. Nicknamed “Le Chonk,” the model has 1.05 trillion total parameters and 49 billion active parameters, according to the post.

The author says Mistral plans to release the model’s weights by the end of October, which would allow private deployment and customization. The weights have not been reported as released. The post also cautions that the benchmarks cited so far are preliminary.

BEAR WITH US: Qwen’s “big or small?” teaser fuels model rumors

Qwen Developers asked “big or small?” alongside an image of two differently sized Qwen bears. The AI-model team’s teaser has prompted guesses about whether it is hinting at models to match.

Poster vraj_ai says readers are interpreting it as a possible Qwen4-27B and Qwen4-Max open-weight pairing, while stressing that neither a release date nor benchmarks have been given. Another poster, criscxuan, predicts Qwen 4 models could arrive together. Those are readings of a teaser, not confirmation that either model has launched.

Claude Rumor Mill Gives GLM a Cameo

A post about betting on a possible future Claude release names Zhipu’s open-weight GLM-5.2 among competing models. The author says traders are looking to purported leaks and testing, but reports no new GLM launch.

For readers tracking the model race, GLM is context for the Claude speculation — not the model the bettors are wagering will arrive.

A DOUBLE WEIGHTING GAME

Qwen fans may have two sets of model weights to watch for. One post interprets a “let’s do both” reply from the AI-model family’s official account as a sign that Qwen4-27B and Qwen4-Max will be released as open weights at the same time. The poster says the community is especially eager to see whether the smaller model performs well on consumer graphics cards. The post does not establish when either release will happen.

There is a reason for the anticipation, but not proof of a new drop: an earlier Qwen announcement quoted in another post said the weights for Qwen3.8-Flash-Next were being released as an early look at architecture the team was exploring for Qwen4. Those earlier weights are not the weights for the models now being discussed.

MINIMAX’S PHYSICS BOAST MEETS THE REAL WORLD

MiniMax says its H3 open-source video world model is the best in its class at physics and “almost on par” with closed-source leaders. That’s the AI developer’s assessment.

A post by TechByArti reports a different comparison from World Models’ Last Exam in Physics: Seedance 2.5 scored 57.76/100 across 40 tasks, followed by MiniMax H3 at 54.89/100. The post says the human-annotated baseline stayed around 98 in the harder group and argues that physical consistency remains a challenge. EinsiaAI, which introduced the exam in a post quoted by MiniMax, put it more bluntly: “Physics is still undefeated.”

Chatter / MCP

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Post reports Nvidia's China AI-chip share fell to 34% in H1 2026 as Huawei climbed to 28%

A post by user liranzoai reports that Nvidia's share of China's AI-chip market fell to 34% in the first half of 2026, while Huawei's share rose to 28%, with 572,000 accelerators shipped. The post quotes Nvidia CEO Jensen Huang as saying US export controls are handing Huawei the $50 billion market. The post also describes this as a direct sequel to a DeepSeek document from earlier the same day. The post does not provide independent verification of these figures.

Anthropic red team warns small AI models could self-replicate on consumer devices within months; OpenAI pledges $1B for cybersecurity

Two posts on October 13, 2026, reported significant developments in AI safety and investment. One post, from an account with handle greek2240, summarized a series of AI news items, including OpenAI's announcement of a $1 billion cybersecurity commitment called 'Daybreak for Frontline Defenders.' The post said the program would subsidize security tool usage for critical infrastructure teams, with two tiers: Blue for regular defense and Red for audit agencies. It also mentioned that 2,000 institutions and thousands of defenders are using the tools, with a US-first rollout over six months. The same post reported that Anthropic's Frontier Red Team published research on AI self-replication, claiming a 9B model ran on 8 of 9 hardware devices tested, and that GLM-5.2 was the only open-weight model to complete a full end-to-end replication cycle. The post also noted DeepSeek's planned lead investment in Winverse AI, a company founded by former Tencent chief scientist Hu Han, with a post-money valuation of about $400 million. Another post, from an account with handle ailabswire, independently reported on Anthropic's red team findings, stating that small AI models may be months away from self-replicating on smart TVs and ovens, with a 9B model running on 8 of 9 devices and GLM-5.2 completing the full copy-and-spread cycle in simplified evals. The post emphasized that this is controlled research, not an incident, and that the threat is months away, not imminent. Both posts attribute these claims to their respective sources, and the reports have not been independently confirmed.

Anthropic reports 16M+ Claude exchanges via 24,000 fraudulent accounts; names DeepSeek, Moonshot, MiniMax in distillation crackdown

Two posts on X report that Anthropic has published details of large-scale attempts to distill its Claude model, naming DeepSeek, Moonshot, and MiniMax as the labs behind the campaigns. The first post, by user stretchcloud, says Anthropic identified more than 16 million exchanges with Claude run through roughly 24,000 fraudulent accounts, aimed at harvesting outputs to train rival models. The post attributes the claims to Anthropic, citing IP correlation, request metadata, and infrastructure fingerprints. It also quotes Anthropic's official account: 'Over the last few months, we've made significant progress in reducing the effectiveness of distillation attacks against Claude.' The post adds that Anthropic has cut the effectiveness of these campaigns sharply using rate limits and behavioral detection, and notes the economics: training a frontier model can cost over $100 million, while distillation costs a fraction. A second post, by user 24moonbridge, reports additional details from Anthropic's announcement, focusing on Chinese labs. It says Zhipu and Moonshot were 'publicly executed' for industrial-scale theft of Claude's chain-of-thought. The post provides figures: with full chain-of-thought, SWE-bench reaches 80.4%, versus 71.8% with simplified answers, an 8.6-point gap. It describes three attack vectors: Alibaba-affiliated operations from May to July with 151 million conversations, a peak of 3 million per day, and 3,500 fake accounts; Moonshot rerouting 300,000 user requests from Kimi to Claude over 10 days; and Zhipu running 3.4 million requests over 17 days with 273 accounts targeting Claude Fable 5's cybersecurity capabilities. The post also reports Anthropic's countermeasures, including locking reasoning context, a two-stage constitutional classifier with false-positive rate below 0.1%, and charging for blocked requests starting September 24. It claims stolen data volume was cut by 90%–99%, at the cost of rejecting trillions of tokens of paid traffic. Both posts are reports of Anthropic's announcement; the second post includes a note that one Moonshot request came from a user with suspected PLA background, but this is not independently verified. The posts do not provide independent confirmation of Anthropic's claims.

DeepSeek reportedly in talks for up to $12B+ funding round, mulls robotics push

Multiple social media posts report that Chinese AI company DeepSeek is preparing a major new funding round, with amounts ranging from RMB 80 billion to RMB 100 billion (about $12 billion to $15 billion). A post by OpenBuildxyz, summarizing last week's China AI news, says DeepSeek is reportedly set to raise more than RMB 80 billion (~$12B), potentially reaching RMB 100 billion, with Tencent and CATL among expected backers and a target valuation of around RMB 500 billion (~$74B) ahead of a possible domestic IPO. Another post, from BreakingAlert_, states in Chinese that DeepSeek will complete 100 billion yuan in financing and is also considering entering embodied intelligence, with founder Liang Wenfeng reportedly in intensive talks with related entrepreneurs. These are separate reports; the exact terms and participants are not independently confirmed. In a separate development, a post by shihaodduan reports that DeepSeek is leading a seed round for robotics AI startup Winverse AI, investing several tens of millions of dollars at a post-money valuation of about $400 million, with founder Hu Han, a former Tencent AI scientist, and Meituan Longzhu also participating. A post by Zekunnnnn, quoting a Business article, similarly reports that DeepSeek aims to lead the first round for a months-old startup building AI for robots, using capital from its own $12 billion-plus financing. The posts describe DeepSeek's move as part of a broader trend of AI model companies investing in robotics, though the company has not made an official announcement.

Qwen Image 2.1 Pro and Turbo models announced with 2K generation and fast 8-step output

A post by the account icreat_ai announces the release of Qwen Image 2.1 Pro and Qwen Image 2.1 Turbo, two new image generation models from the Qwen family. The post describes Qwen Image 2.1 Pro as offering exceptional 2K high-fidelity generation, precise prompt following, and studio-grade details. Qwen Image 2.1 Turbo is described as providing blazing-fast 8-step generation, delivering maximum quality at unbeatable speed and efficiency. The post also claims that in a real test, the Turbo model can output one image in about 3 seconds. The announcement was made on October 13, 2026, and includes the hashtags #Qwen, #QwenImage, and #AIart. The post is a single source report and has not been independently confirmed.

Muse Wonder launch announced as closed-source frontier model family, breaking from Llama's open-weight legacy

A post by aiwaremax reports the launch of Muse Wonder, a new family of frontier models, citing an announcement from the official account. The post says independent evaluation by Artificial Analysis gives Wonder Full a score of 56, tying Claude Sonnet 5.5 and surpassing GPT-6 Astra's 53. API pricing is listed at $4/$20, in the same tier as GPT-6 Sol and Claude Opus 5.5, but the post notes Wonder Full is not available via API and is exclusive to Muse Code subscribers. The post highlights features called 'Active Memory' for cross-session long-term memory and 'Active Focus' for multi-step agent reliability, with a context window of 1 million tokens. The post emphasizes that this release is fully closed-source with no weights published, marking a complete departure from the open-source approach associated with Llama. The quoted announcement from the official account reads: 'Introducing Muse Wonder, our new family of frontier models with state of the art performance for personal and professional agentic work.'

Pulse / MCP

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Calendar

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🇸🇬 TOKEN2049 SINGAPORE IS ELECTRIC: MEET https://t.co/4DqnMciuZX × TRON DAO AT THE EPICENTER OF WEB3 × AI! ⚡🤖🎁🌐 The energy across the Marina Bay Sands exhibition floor is at maximum volume, and https://t.co/4DqnMciuZX is right in the center of the action alongside @trondao at TOKEN2049 Singapore! Whether you are scaling high-throughput autonomous agents, configuring multi-model routing endpoints, or testing on-chain settlement rails, our team is on-site and online, ready to connect with the global builder community. 1️⃣ Meet Us On-Site or Win Online 📍 Visit Us at the TRON DAO Booth: Come find the team at the @trondao booth on the main floor to chat about decentralized AI infrastructure, test our unified routing rails, and grab exclusive limited-edition https://t.co/4DqnMciuZX merchandise! 🎁 Online https://t.co/4DqnMciuZX × TOKEN2049 Challenge: Can't be in Singapore in person? Join our online challenge for a chance to win one of 30 exclusive https://t.co/4DqnMciuZX swag packages, featuring our specially curated Mid-Autumn Festival Gift Box! 📝 How to Enter Online: Comment below with your favorite AI model running on https://t.co/4DqnMciuZX (MiMo-V2.6-Flash, DeepSeek-V4.1-Flash, Claude Haiku 5.5, Qwen3.8-Flash, and more). Include your unique referral/invite link (generate yours at [https://t.co/v7UYoTjKGD](https://t.co/v7UYoTjKGD)). Tag the official campaign hashtag #BAIinToken2049 in your reply! 2️⃣ Web3 Liquidity Rails for Autonomous Agents 🦊 Multi-Chain Wallet Ingestion: Connect OKX Wallet, MetaMask, or TronLink across #TRON, BNB Chain, Ethereum, Solana, Base, Arbitrum, Optimism, and Polygon (supporting 15+ digital assets) or mainstream fiat (Visa, Mastercard, Apple Pay, Google Pay, Alipay, WeChat Pay). 💰 Recharge Matching Incentives: Claim a 1:1 match on BNB Chain (deposit $100 → receive $100 bonus credits) or 1:0.5 on other channels (deposit $200 → receive $100 bonus credits), unlocking up to $100 in extra matching credits per user. 🤖 Autonomous Machine Settlement: Native protocol execution via x402 (pay-per-call on-chain micro-metering) and ERC-8004 (verifiable agent identity), allowing software agents to hold non-custodial wallets and fund their own execution loops. 📱 Everywhere Access: Seamlessly toggle between Light and Dark themes on Web Chat, integrate IDE workflows via Codex using Base URL [https://t.co/i58HLoW0vK](https://t.co/i58HLoW0vK), or monitor runtime on mobile via the https://t.co/4DqnMciuZX Android App on Google Play (featuring one-tap Google Login and built-in Service Availability routing). Above All Models, Beneath All Agents: The Global Settlement Layer By consolidating frontier architectures atop high-throughput routing rails, https://t.co/4DqnMciuZX meters, routes, and settles every computational token with ultra-low latency and absolute economic transparency. Aligning high-throughput intelligence networks with accessible compute subsidies provides the essential rails needed to democratize advanced computational tools, empower autonomous developers, and shape the decentralized AI future. 👉 Grab your referral link & join the challenge: https://t.co/v7UYoTjKGD 💬 Experience the model matrix on Web Chat: https://t.co/bPY1ndubLe 🔑 Generate your Production API Key: https://t.co/3GwWvBZlWD 💳 Top up compute & lock in deposit bonuses: https://t.co/W9DZUCFs4k 📲 Download on Google Play: Search "https://t.co/4DqnMciuZX" 🌐 Learn more: https://t.co/7gZ0VHRF4w To see how builders and protocol leaders at the conference envision decentralized compute and on-chain intelligence, check out The Convergence of AI and Web3 at TOKEN2049. This discussion breaks down how decentralized networks and agent ecosystems intersect, providing valuable context on the infrastructure https://t.co/4DqnMciuZX and TRON DAO are building at TOKEN2049. @BAI_AGI @trondao @justinsuntron #TRONEcoStar #AIAgents
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Calendar / MCP

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Free stuff

🐟 The Japan-born AI company "Sakana AI" is making its first smartphone app! Good morning☀️ Today is a story about Japanese AI, isn't it~. Do you know the company in Tokyo called "Sakana AI (Sakana AI)"? It's a company created in Tokyo in 2023 by people who were researching AI at Google. That Sakana AI announced on November 9th, that they are making their first "smartphone app"📱 The name is still tentative "Sakana AI App". Moreover, they are also recruiting testers (people who try it out before release). Apparently, both iPhone people and Android people can apply. Furthermore, on the same day, news also came out that this company is preparing to go public (making it so anyone can buy company shares) as early as the autumn of 2027😳 It seems they are considering not just Japan, but the US market as well. In about one year since being established, it became a "unicorn company (a venture that grew with great momentum)" whose company value exceeds 150 billion yen✨ 👇 So, what is the good thing? Until now, when talking about smartphone AI, ChatGPT and Gemini and such, most were from American companies, right? To give an analogy, it's like all the tools at the job site are foreign-made, and there are no tools that fit the hand size of Japanese people... a feeling like that. If it's an AI made by a Japanese company, we can expect that it might understand detailed Japanese phrasing or Japanese culture and customs well🙌 From the perspective of a human working on-site, when wearing gloves and both hands are occupied, if there were an AI where you could quickly speak to it in Japanese to confirm the workflow, it would be the best👷‍♂️ ⚠️ However, there are also things to be careful about. The contents of the app (what it can do) have not been clearly announced yet. To decide from the start that "it's safe because it's a Japanese company," isn't that a bit dangerous? When applying as a tester or when starting to use it, 🗣 "What kind of information am I inputting?" 🗣 "How is personal information handled?" Let's make sure to check these first☝️ This is the same for AI from any country~. Also, the talk of going public is a planned story of "as early as next year's autumn." Since it's not a decided matter yet, please don't jump at it like "One shot with stocks!"😉 The day a Japan-born AI enters everyone's smartphone. It's a bit exciting, isn't it🤝 If follow-up news comes out, I'll let you know again~. 📝 Today's summary ・Japanese AI company "Sakana AI" is developing its first smartphone app. Recruiting testers too ・Reported to be considering going public in Japan and the US as early as autumn 2027 ・App contents are still to come. Let's check the handling of personal information ourselves Well then, stay safe today too!👷‍♂️✨ ━━━━━━━━━━━━━━ 🔥 This AI news is brought to you by "Mizukoshi Setsubi Co., Ltd." of sprinkler and firefighting equipment construction! Centering on Yokohama and Tokyo, we make "equipment that protects lives from fire" for apartments and buildings🏢💧 We are also recruiting colleagues for the job site, so if you're interested, please take a look😉 ▼ Mizukoshi Setsubi Official Site https://t.co/TwJHWqA8rW 📚 One more announcement! "The社長 of a firefighting equipment shop tried studying from scratch" From firefighting and architecture things to money, health, and history, I am summarizing the content the 社長 studied from scratch so that even a junior high school student can understand✏️ You can read it all for free, so please enjoy it in your little gaps of time~🙌 ▼ Free learning articles are here https://t.co/JkFwv945hx ━━━━━━━━━━━━━━ #AI #GenerativeAI #AINews #ChatGPT #AIUtilization #SakanaAI #サカナAI #SmartphoneApp
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Back in November last year, the market-making bot meta on perp DEXs was just getting started. TreadFi was the main player, followed by Flowbot. Since then, a ton of other projects have emerged, and some have already shut down TreadFi has since launched its TGE, with $TREAD reaching an FDV of over $100M. Flowbot, meanwhile, moved away from the MM bot meta and pivoted into a platform offering market-neutral USDC yield through trading RWA perpetuals (stocks, indices, and commodities). They also received a $60K grant at Arbitrum Open House Singapore, where they ranked #1 among 125 founders building RWA-related startups So, what exactly is @atoma_fi? You deposit USDC once and receive vault shares. Atoma then trades that capital through hedged positions across multiple perp DEXs. Instead of betting on price direction, it makes money from price discrepancies between venues, differences in funding rates, and points earned on the platforms themselves. Your yield is reflected in the increasing share price, while points are distributed among depositors There are two main vaults: Atoma Index (64% APY over the last 30 days) Points-focused vault. Capital rotates between paired perpetual venues to maximize points earned across different platforms Atoma RWA (57.7% APY over the last 30 days) Return-focused vault. Uses market-neutral strategies on stock and commodity perpetuals How the strategies actually work: 1. Cross-Venue Spread Trading (the main strategy) The same underlying asset (or a very closely related one, such as an index vs. an ETF) trades at different prices across venues. Atoma buys where it's cheaper and sells where it's more expensive, then closes both positions once the spread narrows. This runs in high-frequency mode, with liquidity taken into account 2. Funding Arbitrage Atoma uses the same hedged positions to capture differences in funding rates. For example, going long where funding is low or negative and short where it's high, collecting the difference for as long as the spread lasts 3. Points Simply farming points on perp DEXs like Lighter through trading volume and activity. 80% goes to depositors and 20% to Atoma Platform fees: Performance fee: 20% of trading profits above the high-water mark + 20% of points Withdrawal fee: 0.5%. Withdrawals take 3 days The vault contract was scanned by Nethermind AuditAgent, an AI-driven code analysis tool. The scan was automated and was not manually reviewed by Nethermind's security team, so this is not a full security audit The project is also transparent about the risks: you can lose your money The main risks include: Venue risk: A trading venue could freeze funds or go bankrupt Custody risk: There is no third-party custodian. Atoma manages its own trading wallet and accounts on the venues. USDC can only be withdrawn from the contract to pre-approved addresses, with a 24-hour delay before any new address is approved Despite these risks, Atoma offers a way to passively earn both USDC yield and points across multiple perp DEXs without having to farm points manually yourself Right now, you can passively farm points (including potential retroactive points) on: Hyperliquid Season 3 (through TradeXYZ) Lighter Season 2 QFEX Once the respective perp DEXs convert their points into tokens during their airdrops, the tokens are credited to your balance. Atoma will then distribute them to your wallet But that's not all. You're also farming points on Atoma itself. Its points program kicked off on November 7 with the Genesis Points Boost. The snapshot is set for November 14 at 00:00 UTC. Your qualifying balance determines how much of a boost you receive, and the boost runs until December 7 So, Atoma is a pretty interesting opportunity to passively farm points across several perp DEXs at the same time, potentially earn USDC yield on top, and participate in Atoma's own points program from day one My code to join: https://t.co/yaFOa1NY9j
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🚨 November 9 AI Wool Daily|LG 750B parameter large model API open for free today, suggest bookmarking first Last night to this morning the focus of various platforms is here 👇 🔥 Today's Wool 1️⃣ LG K-EXAONE 2.5 API open for free LG announced today at NVIDIA AI Day Seoul 2026 that the API for its 750B parameter (31B active) large model K-EXAONE 2.5 is open for free starting today. Korean-English bilingual, plain text, 512K context, OpenAI compatible interface, model name k-exaone_v2.5. How to get: Go to the EXAONE API platform to register an account, get an API key and it can be used, no card binding required, the official documentation's original words are currently free of charge. Thresholds and restrictions: Only supports Korean and English; this is a technical validation model, the officials didn't say how long the free period is, try it as soon as possible if you want. https://t.co/TihAOof7w7 2️⃣ Qoder anonymous model Qoduck daily free薅 The anonymous model Qoduck in Alibaba's Qoder, starting November 7, individual users have a daily free quota, calls within the quota are billed at 0.0×, completely consuming no Credits, even the highest thinking intensity is free. How to get: Update Qoder International to the latest version, select Qoduck in the model selector to use directly, no need to claim coupons, automatically takes effect; once the daily free count is used up, it automatically resets the next day. Thresholds and restrictions: Limited to individual accounts (Free to Ultra are all okay), Team / Enterprise cannot see this model; limited to Qoder International App, IDE, plugins, CLI are currently not supported; may queue during peak hours. https://t.co/GwN9cN5y8E 3️⃣ HaveTML first 500 people get one year of Pro for free HaveTML is a place to post AI products (HTML pages, Markdown, YAML / JSON), upload and it gives a permanent sharing link, Claude, Cursor, Codex can upload directly via MCP. The free version allows infinite posting and permanent links. The first 500 registered accounts get Pro for 12 months for free (original price $6/month), Pro adds password-protected links, link expiration times, collaborators, and demo mode. How to get: Register an account to get it, no card binding required; quota is 500, first come first served, ends when claimed or when officials stop it. https://t.co/3Np9Gz8HjV ⚠️ Today's Reminder Microsoft Power Apps free developer environments are being taken back: according to the Microsoft Learn announcement, starting November 15, unmanaged developer environments will no longer be newly created, from December 15 existing environments will be suspended, and from January 15, 2027, they will be deleted. Hurry up to back up and migrate if you have things in there. Bookmark good things first, to avoid not finding them after scrolling past. Updating again at the same time tomorrow.
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Free stuff / MCP

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Jobs

🤝 Hiring: Growth Marketing Manager - [Company not provided] 📍 Lagos, Nigeria (Hybrid) | 💼 Full-time | 🧑‍💻 Fintech / Crypto / Growth | 💰 ₦400,000 - ₦500,000 / month | 🕐 Posted 1 day ago - November 8, 2026 The company is building an AI-powered fintech platform to facilitate money transfers, currency conversion, and asset management across Africa. The team is hiring a hands-on Growth Marketing Manager to lead paid user acquisition and brand storytelling. 📋 Responsibilities include: - Plan, manage, and optimize paid acquisition campaigns across Meta, TikTok, Google, and X - Develop brand narratives, advertising concepts, creative briefs, and direct-response video scripts - Lead X/Twitter audience growth through content strategy, commentary, and community engagement - Set up conversion tracking, pixels, UTM attribution, and analyze onboarding funnels - Navigate fintech and crypto advertising compliance across major digital channels - Direct in-house creative talent to produce and test high-performing advertising assets 🔑 Requirements: - 3+ years of experience in performance marketing, growth, or digital customer acquisition - Hands-on experience managing paid ad budgets via Meta Ads and other ad networks - Strong attribution, analytics, and funnel optimization skills - Excellent brand storytelling, messaging, and ad concept creation abilities 🛠 Nice-to-have: - Background advertising crypto, digital assets, or regulated financial products - Experience scaling early-stage startups or using GTM, GA4, and Conversions API 📩 To apply: Email your CV, LinkedIn profile, campaign portfolio, 2 paid campaign case studies, and storytelling samples to copycertain@gmail.com with subject "Application – Growth Marketing Manager". Details: https://t.co/Eocaz26904 🔗 Original post: https://t.co/ENSirRTc2w ⚠️ DYOR! I do not verify every job. Requests to run files, including files from GitHub, or make a payment are major scam warning signs. 🚩 ❗️ I am not hiring. I share fresh Web3, crypto, and blockchain roles posted by others. 🏢 Want more on-site & hybrid Web3 jobs? See 20 fresh Hybrid, On-Site Web3 jobs found in the November 7 digest: https://t.co/kbEasEycpu 📲 Follow us on Telegram for more Web3 opportunities: 🎓 Internships, Entry-Level Jobs, Hackathons & Courses - https://t.co/mj1uNhnWOX 💼 Mid, Senior & Lead Jobs - https://t.co/KdkhrAxynw 📈 Cryptocurrency Trading Signals — Bitcoin, Altcoins, News, and Analytics - https://t.co/2llHbkF6pe 🎁 Airdrops, Testnets, Quests & Activities - https://t.co/VXJ69XY1fb #Web3Jobs #CryptoJobs #GrowthMarketing #Fintech #MarketingJobs #PerformanceMarketing #Crypto #Blockchain #Nigeria #Lagos #Hiring #TechJobs
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Jobs / MCP

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Who’s moving

Old Huang admitted to cheating, Nvidia board opens investigation Sunday, Jensen Huang sent an email to all Nvidia employees, admitting he was unfaithful to his wife: "My actions have hurt her and our children, and there is no excuse for what I did." There is backstory behind this letter. Last month The New York Times reported that Old Huang had a close relationship with Alice Huang (also known as Huang Le, no kinship relation to him), an executive at the Singaporean cloud service provider Megaspeed; US intelligence agencies determined she is a Chinese intelligence asset. Megaspeed is Nvidia's cloud partner in Asia-Pacific, and had previously been investigated by the US over whether it transferred Nvidia chips into China, a violation the company denied. Two days ago I just wrote about H200s being allocated to an empty office; this matter of chips taking a detour has now reached the CEO himself. Old Huang's email did not mention her name. On the same day, Nvidia's board issued a statement, forming a committee composed of independent directors and hiring external lawyers to investigate whether Old Huang has become a target of a foreign intelligence operation. The statement also said there is currently no reason to believe national security or company secrets have been leaked, and they still have confidence in Old Huang and the management. Nvidia's own phrasing was instead somewhat awkward. It told the BBC it was unaware of the US intelligence community's concerns regarding Megaspeed, "If we truly became a target of threat, we believe the US government would notify us." But according to The New York Times report, Trump heard relevant intelligence briefings last year. Trump's response on Sunday was that Jensen Huang is a good man, "but you never know what actually happened." The market voted first; on Monday US premarket, Nvidia fell about 5%. The House Select Committee on China has already requested Old Huang to give a closed-door briefing on November 18, while the Chinese government claimed these statements are smears. According to Axios, Nvidia currently sees no ready-made succession plan. For a company with a market value of 4.5 trillion dollars, if the board actually finds something, who will take over Old Huang's position? https://t.co/exszTqAbwt
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デイブ・ウェナー

CFO · Fireworks · employment · Unconfirmed

An executive who led strategy and finance at Meta for 14 years did not choose a giant tech company as their next place. Fireworks, which provides AI inference infrastructure, announced on November 7 that it welcomes former Meta Chief Strategy Officer (who also served as CFO for 8 years) Dave Wener as its CFO. Wener himself stated on X, "Fireworks has a mission suited for the current era. I am becoming increasingly bullish on what they are building." Behind this is the growth of the business. Fireworks reached a valuation of 17.5 billion dollars in its Series D in July, but it is said to be negotiating new funding recently at 30 to 40 billion dollars, nearly double that. Billing is consumption-based according to token volume (0.05 to 0.90 dollars per 1 million tokens depending on the model scale), with customers exceeding 10,000 companies and processing volume exceeding 40 trillion tokens per day. The reason executives of large companies move is usually "stability." This time it was the opposite. An executive hailing from Meta is jumping in personally to a startup with a valuation less than one-fiftieth of Meta's. This reversal occurs only when the way revenue grows itself has the persuasiveness that it "will continue to grow from here on." Even with the people I provide estimates to, showing "how fast it is growing now" rather than the scale of past achievements makes the conversation progress faster. If you want to draw in a counterparty with a big name, show the speed of growth rather than the scale of achievements. If you can do that, even an unknown provider can move a large opponent. #AIbusiness #AIentrepreneurship #BtoB #SaaS #AIagent
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Monday, November 9, is the first US stock market opening since Jensen Huang admitted to having an affair. How will the stock price move? Nobody knows. On November 8, Jensen Huang sent a letter to all employees, 257 words long. "I owe my family and all of you an apology." The extramarital affair is true, "I was unfaithful to my wife, there is no excuse." On the same day, the Nvidia board announced it has hired outside lawyers to establish an independent committee to investigate him. On October 29, The New York Times first broke this story, and Nvidia's stock price plunged about 3% that day. Monday, November 9, is the first US market opening after he admitted it. The female lead is named Huang Le, Alex Huang, a Chinese businesswoman. Jensen Huang's letter did not mention her name, but the whole world knows it is her. US intelligence agencies have determined that she is a spy recruited by China's Ministry of State Security, and her mission was to get close to Jensen Huang. Two appearances together, both in Taipei. One night on a certain day in June 2024, Jensen Huang was drinking and celebrating with several important Asian clients of Nvidia at a bar in Taipei; a company called Night Thunder posted photos of that night on LinkedIn, and Huang Le was sitting beside him. At that time, her identity was a senior executive at the Singaporean data center company MSPEED, claiming that she would buy 2 billion USD worth of Nvidia AI equipment over the next year. In May 2025, during the computer show, Jensen Huang had dinner with several AI suppliers in Taipei; as he walked out of the restaurant and accepted an interview with Taiwanese media, the camera captured the person behind him was again Huang Le. Both are surnamed Huang, but they have no family relationship. The New York Times reported on these two photos back in October 2025; at that time, everyone only cared about chip smuggling, and nobody knew that US intelligence agencies were already monitoring this person. Huang Le's resume is written very beautifully: in a Chinese private equity database, she is smiling brilliantly in a red dress, identified as a fund manager and executive director of the "Shanghai Hexi Investment" fund. The resume says she served as a reporter for Hunan TV and CCTV News for about 4 years, and later worked in the financial industry for 8 years, serving as a deputy assistant to a head of HSBC's private banking department and a vice president of securities business at CITIC Securities. The New York Post asked Hunan TV, and an executive replied: "Never heard of this person." On the websites of Hunan TV and CCTV, no reporter articles signed with her name can be found. Externally, she calls herself the CEO of MSPEED; company documents show that she was only listed as Managing Director for the first 8 months after the company's founding, after which her name was removed. The New York Times interviewed tech industry investors familiar with MSPEED, who said Huang Le and her partners often bragged to people about her relationship with Jensen Huang, using this relationship to attract investment. Her own private social media accounts also posted photos of Jensen Huang. Now look at the chips. MSPEED is headquartered in Singapore, and its business is building data centers in Southeast Asia and renting out AI computing power. Customs records obtained by The New York Times show that from June 2024 to February 2026, MSPEED's affiliated companies in Malaysia bought a total of at least several hundred million USD worth of advanced AI equipment containing Nvidia chips, a large portion of which was bought through a US subsidiary of Inspur, a major Chinese server manufacturer. Inspur's parent company had long been placed on the US export control blacklist for building supercomputers for the Chinese military, but its US subsidiary was not sanctioned. According to MSPEED's claim, the chip entities did not enter China; Chinese companies only rented computing power remotely. According to current rules, this practice itself is not necessarily illegal and is a loophole that US export controls have not plugged to this day. But if MSPEED was actually buying chips on behalf of Chinese enterprises or smuggling them into China, then it is illegal. In September 2024, US Department of Commerce officials checked its server room in Malaysia and found many expensive Nvidia devices still in boxes, not opened at all. Those in the know understand that you first put out the equipment for the inspectors to see, and then move it elsewhere after they leave. There is another set of data that is even more absurd: up until November 2025, MSPEED imported a total of approximately 136,000 Nvidia GPUs. Nvidia sent its own auditors to check the data center and only found a few thousand of the latest chips. A New York Times reporter went to its office in Singapore, and on a normal working day, there were actually only two employees; it is simply a shell company. Singaporean police have already confirmed they are investigating this company, and the US Department of Commerce investigation has also been transferred to the Department of Justice. Nvidia's statement has remained unchanged, saying that these allegations of illegal shipping were thoroughly investigated last year and proven unfounded. The October 29 New York Times report also cited people who had heard top-secret briefings saying that US intelligence agencies have already identified Huang Le as a Chinese intelligence asset, constantly passing information for Beijing. Moreover, Trump had already seen this briefing last year. The explanation is that Trump did not want to affect Nvidia's chip sales because Nvidia supports the stock market and economy, and he also did not want to make US-China relations more complicated. The report also said that until that day, Jensen Huang had never received a so-called "defensive briefing," which is a type of warning where US intelligence agencies face-to-face notify a citizen when they discover they are being targeted by foreign spies. However, The New York Times saying this might also be to blacken Trump; it cannot be ruled out that Trump reminded him face-to-face. On the day the report came out, Jensen Huang responded in a Bloomberg interview. He said there was nothing improper between Nvidia and MSPEED executives, the company had already checked, and MSPEED did not illegally ship Nvidia's AI processors to China. His original words were: "We have verified all the GPUs they have deployed; every single one has been counted." On October 31, The Wall Street Journal reported that intelligence units in three places—the US, Singapore, and Taiwan—all had reason to believe Huang Le might be a Chinese spy. A few days later, Congress officially stepped in. The Chairman of the House Foreign Affairs Committee, the Chairman of the Select Committee on the Strategic Competition Between the United States and the Chinese Communist Party, and the Chairman of the Intelligence Committee—three Republican chairs—jointly wrote a letter to Jensen Huang. The letter was written on November 4 and made public on the 5th. The letter referred to Huang Le as the "Chinese intelligence asset" in the public reports and required Jensen Huang to attend a closed-door briefing jointly held by the three committees on November 18 to explain his dealings with Huang Le and what security mechanisms Nvidia has to prevent foreign adversary espionage, and he must reply by November 11 on whether he accepts. There was also a sentence in the letter: "Congress must determine to what extent US national security has been placed in danger." The day before November 18 happens to be the day Nvidia announces its third-quarter financial report. There is another background: on November 3, the US just held midterm elections, with the Democrats taking both the Senate and the House simultaneously; the new Congress will take office in January next year, and the chairs of these three committees will all change to Democrats. Those sending the letter now are Republicans, and those taking over next year are Democrats; both parties in Congress intend to pursue this matter to the end. On November 6, The New York Times officially reported that secret briefings from the Trump administration said Huang Le is an agent of the CCP's Ministry of State Security, with two layers of missions: one is to probe details of AI chips, and the other is to push Nvidia to persuade the US government to open chips to China. The report also said that Huang Le has wide connections, including not only Jensen Huang but also senior executives at Gigabyte in Taiwan, linked to a network of enterprises and investors centered in Shanghai and Zhejiang. On the same day, the British Financial Times also followed up with a report, stating that the US government believes there was a romantic relationship between Jensen Huang and Huang Le. This memorandum had already spread among a small group of high-level US government officials before Trump went to Beijing to meet Xi Jinping. Rubio had also warned top government officials before Trump's visit to Beijing this May, saying Jensen Huang was closely related to a Chinese spy. This memorandum was drafted this spring under Rubio's supervision and listed as top secret, based on intelligence agencies' electronic surveillance of Huang Le, and was distributed to a group of officials with high-level security clearances before Trump's visit. When Trump was in Beijing, Jensen Huang was not initially among the invited accompanying business and tech moguls. Later reports said that after Trump knew Jensen Huang was not invited, he personally called Jensen Huang; Jensen Huang then flew to Alaska and boarded the plane during the presidential aircraft's layover. The Financial Times also reported that US national security officials had long been privately dissatisfied with Jensen Huang because he had personally lobbied Trump earlier this year, wanting Nvidia's H200 chips to be sold to China. An affair for an ordinary person is a private matter, and the public should not normally interfere. Jensen Huang's wife has not said anything publicly to this day; outsiders have no standing to gossip. But the trouble is that the object of his affair is someone identified by US intelligence agencies as a CCP spy; in this way, it involves the interests of a vast number of shareholders and becomes a national security issue that the public has the right to question. The CCP Foreign Ministry said this is groundless speculation, and Hu Xijin said this is a spy novel. These words coming from the CCP's mouth are a bit funny; Chinese people themselves understand this best, the 31st stratagem in the "Thirty-Six Stratagems" is called the Honey Trap, even primary school students know this. The official WeChat account of the same Ministry of State Security has frequently published articles in the last two years reminding Chinese civil servants and researchers to be careful of foreign spies, with many cases saying people were dragged down through methods of making friends or discussing feelings. In the State Security Ministry's own publicity, such methods truly exist and are very common threats; how is it that when US reports say China uses the same method, it becomes groundless speculation? Thinking one layer deeper: that this matter has escalated to this point is partly the consequence of Old Huang offending the US hawks. Looking through his speeches over the past two years, almost every sentence steps on the pain points of the DC national security circle. At last year's Taipei computer show, he publicly said that US export controls on China were a failure; in a podcast program in September of the same year, pointing to those in DC who are tough on China, he called them "China hawks," using this label as a mark of shame. The Financial Times reported that US national security officials were privately dissatisfied with him long ago. If you look from the perspective of intelligence agencies, the National Security Council, and the Secretary of State—people who treat China as the number one adversary every day—what this man says in front of the president is almost always the opposite of their judgement, and yet the president always listens to him. The position of every department in the US government depends on which seat he is sitting in, and a country's decision is often the result of mutual gaming between various departments. Following this train of thought, leaking is the most commonly used weapon in power struggles. A memorandum listed as top secret begins to appear paragraph by paragraph in The New York Times, Financial Times, and Wall Street Journal one week before the midterm elections; it is hard to say this is a coincidence. High probability is that someone inside the US government felt that normal channels could not manage Trump, so they let the media and Congress manage this matter. However, even if the information is true and was truly released by hawks, the motive for releasing the information cannot change the content of the information itself: Jensen Huang himself has already admitted to an extramarital affair, an extramarital affair with a Chinese spy; this point has nothing to do with who released the information. In that 257-word letter, Jensen Huang specially emphasized at the end that he is "committed to protecting Nvidia and supporting US national security." This sentence is a surrender to the US hawks. Bloomberg describes this as a crisis that Nvidia has never encountered in its 30 years of founding. Jensen Huang founded Nvidia in 1993; for 30 years, he has been the only CEO, personally holding about 870 million shares, accounting for 3.58% of the company. Nvidia's annual reports have written for many years that "the company relies on senior leadership," and up to today, the company has not had any successor. He will not step down for the time being, but after this incident, his influence in DC is much less than before. Whether advanced chips can be sold to China was originally decided by US government export licenses, and had nothing to do with him having the final say. However, his past advocacy for easing restrictions, once considered possibly influenced by emotion, has its credibility greatly discounted; as a result, it conversely gives those advocating for tightening the most powerful reason, and the easing plans originally under discussion will also be harder to pass. On November 17, Nvidia will announce its third-quarter financial report; will analysts ask about this on the call at that time, and how exactly will he answer? To what extent will the board's independent investigation go? Will the investigations by the US Department of Justice and Singaporean police on MSPEED have results? Will Huang Le herself appear? 136,000 GPUs, found on the books, not found in the server rooms. He admitted to 257 words; for the remaining hundred thousand or so chips, nobody has taken account yet.
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◎(11/9) Drop-dead AI. Don't become an AI addict! Don't make an AI your lover! Don't use AI, think for yourself and write sentences!! ⑧Official gazettes under laws and regulations (authentic patent gazettes) Seeking comments from IP professionals (especially, patent officers)!! Gazettes from January 12, 2022 onwards. The JPO clearly states, "Official gazettes under laws and regulations are those provided from the gazette publication site, and refer to those in XML format." And, "XML format" is like the one on the front page of the following material. https://t.co/bHC0RUmH1C Also, PDF gazettes that were issued by the JPO before January 11, 2022, have been abolished. Previously, I believe these abolished PDF gazettes were regarded as "authentic gazettes." Because, it was the only thing issued by the JPO. From January 12, 2022 onwards, those created by many private vendors, including INPIT, using their own methods, are circulating as "proprietary PDF gazettes." And, INPIT also says, "Since the gazette is XML, neither layout nor pages exist," and "Therefore, there is no concept of a standard gazette layout/page." Furthermore, it asserts, "The gazette is XML, and there are no restrictions on converting it to PDF." In addition, INPIT has responded, "There is no intention to make the PDF provided from J-PlatPat the 'standard', and we believe that PDFs provided by private operators will also circulate." Accordingly, "authentic patent gazettes" are only those in "XML format" provided from the JPO's gazette publication site, and "proprietary PDF gazettes" created by INPIT or various private operators cannot be called "official gazettes under laws and regulations." As mentioned above, I believe that "proprietary PDF gazettes" obtained by downloading from J-PlatPat, or "proprietary PDF gazettes" obtained from private operators, such as Hitachi Systems' SRPARTNER, are each different and cannot be regarded as "authentic gazettes." I believe that "PDF gazettes" obtained by downloading from INPIT's J-PlatPat are merely "proprietary PDF gazettes" and cannot be called "authentic gazettes." Similarly, "proprietary PDF gazettes" created by private operators also cannot be called "authentic gazettes." Here, there was a strange past in INPIT's J-PlatPat regarding the issuance of "proprietary PDF gazettes." For some reason, for the 13 days between January 12 and January 24, 2022, the "proprietary PDF gazettes" downloaded from J-PlatPat were anomalous. https://t.co/iIBNCtOcDR Namely, the "representative drawing" displayed at the bottom right of the front page, and the drawings on page 3, were partially missing. Furthermore, the proprietary PDF gazette of "JP-A-2022-014916" issued on January 20, 2022, also had omissions in the representative drawing and other drawings. https://t.co/fiIqp9T5N8 On the other hand, the proprietary PDF gazette of "JP-A-2022-014916" downloaded from SRPARTNER of Hitachi Systems, a private operator, had no missing parts. https://t.co/lCT5dRre7A The strangeness of the "proprietary PDF gazettes" downloaded from J-PlatPat seems to have continued until the 24th of January of the same year. https://t.co/PrVwFrEG9m There is an omission in the (2) part of the representative drawing (Fig 3). I strongly wonder if, at this point in time, there is reliability in "proprietary PDF gazettes" downloaded from J-PlatPat provided by INPIT, which has such a loathsome past that lasted for 13 days. (Hashtags) #OpenAI #Claude #ChatGPT #Gemini #Copilot #AI #GenerativeAI #IP #Patent #PatentSearch # Patent #ChatGPT #GPT-5 #INPIT #JPlatPat #note #JPO #USPTO #EPO #Patent #GPT #Threads #Bing #VertexAI #DX #IT #DeepSeek #BigTech #manus #Manus #AIImageGeneration #IPLandscape #DeepLearning #Work #DeepLearning #Business #BusinessModel #IPStrategy #IntellectualProperty #IntellectualPropertyRights #IntellectualPropertyHighCourt #PatentLaw #JPO #PatentInformation #PatentHolder #DropdeadAI #TokyoDistrictCourt #IPDivision #ClaudeCode
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Who’s moving / MCP

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Open Weights Coming Soon!