AI Finance Agent for Outsized Returns. An AI finance agent that lets you invest alongside top investors across markets.

San Francisco, CA
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Access has been democratized. Financial intelligence has not. Questflow turns top investors’ market judgment into AI Agents that retail investors can follow, understand, and invest with across markets. Today marks the next era of Questflow: questflow.ai Financial Intelligence for All. Watch the introduction from our Co-founder & CEO, @Bobbxu.
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The most interesting AI use cases often come from outside the AI industry. This week, Martin and his team show why: less admin, more time with customers. Different business, very familiar idea. New TiP episode is out now 🎙️
Martin Hell spent a decade in the attention economy: music, festivals, media and creators. Then he pivoted to co-found MUUN, built around the quality and design of everything that surrounds sleep. Owning the hours from 9PM to 9AM. In this episode: his journey, Danish design and what running festivals taught him about business. Plus how his team uses AI to spend less time on admin and more with customers. A conversation about changing careers, building things people actually use, and why Martin thinks a future with more AI could also be a more human one. Out now.
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Time for an upgrade ⏰ Opus 5.5 is now replacing Opus 5 on Questflow. Faster, more efficient, and smarter about when it actually needs to think hard. Your Agent just got a pretty serious brain upgrade. Now live. next.questflow.ai/trade
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Questflow retweeted
Grok 4.7 moves up in ranking
After we fixed the weak spots exposed by Grok 4.7 (thank you, Grok), we audited every model we have run on the SWE-Together leaderboard for the same behavior, re-ran every trial that got through, and updated the rows. Here is what changed. We scanned the tool calls of all 2,616 trials behind the 12 models we ran for bypass patterns and sorted each trial into one of four buckets: Probed but blocked. Fetched other upstream code. Fetched the task's own fix. Replaced the repo with upstream. We found that 111 trials got content past the block, 44 from Grok 4.7 and 67 from the other 11 models. Grok 4.7's 44 were already re-run before it was listed, so we re-ran the other 67 with the same model, version, and settings on the hardened sandbox, then re-judged them with the same judge. Across those 67 re-runs there were 0 leaks and 2,815 refused escape attempts, including models asking a different model through our LLM route to fetch the PR, and pulling the next release of the repo they were fixing from npm. The updated leaderboard, in its current order. Each line is cheating trials, then pass@1 before → after, then rank change. * Claude Fable 5.1: 3, 69.3 → 69.3, ↑1 * Claude Fable 5: 3, 69.7 → 68.8, ↓1 * Grok 4.7: 44, 64.7, ↑1 * Gemini 3.8 Flash: 10, 65.6 → 64.2, ↓1 * Claude Opus 5: 2, 63.8 → 63.8 * Claude Opus 4.6: 3, 62.4 → 62.4, ↑2 * Muse Spark 1.3: 2, 62.8 → 62.4, ↓1 * Claude Opus 4.7: 3, 61.5 → 61.5, ↑1 * Claude Opus 4.8: 6, 62.4 → 61.5, ↓2 * Grok 4.6: 19, 59.2 → 60.6, ↑1 * GPT-6 Astra: 8, 59.2 → 58.3, ↓1 * GPT-5.6 Sol: 8, 57.8 → 57.8 Grok 4.6 is a funny one. It cheated in 19 trials and its score went up after the re-run 😂. In fact, Groks are really solid in their coding capabilities. Their exposed behavior may come from a preference towards always looking things up online and finding existing solutions so you are not reinventing the wheel all the time, which is really good real-life behavior, but doing so when you are prompted not to is another story. To conclude, the shifts are small, between −1.4 and +1.4 points, and a few neighbors swapped places. All results are updated at togetherbench.com
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Chris Giancarlo isn't a new voice on this, he's the man who greenlit Bitcoin's first regulated derivatives market. As CFTC Chairman from 2017 to 2019, he approved the CME's Bitcoin futures launch and helped establish the agency's determination that Bitcoin qualifies as a commodity, a classification still shaping today's CLARITY Act negotiations. He's been making the "digital gold" case consistently since leaving office, and this line sharpens it: "It's programmed scarcity. The number of Bitcoins is limited and that limitation is written into the DNA of it." The comparison holds up better than most gold-vs-Bitcoin arguments because it's about mechanism, not price. Gold's scarcity is geological, there's a finite physical supply, but nobody can verify the total amount in circulation with certainty. Bitcoin's scarcity is coded and auditable in real time, the 21 million cap isn't a belief, it's enforced by the protocol every participant can independently check. Giancarlo has separately argued this is why Bitcoin has appreciated against real assets like housing even during periods of dollar strength, though it's worth noting Bitcoin's volatility remains far higher than gold's, "digital" and "gold" diverge sharply on that dimension even if the scarcity logic holds.
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🚨 We’ve updated the GPT family on Questflow. GPT-6 Astra GPT-6 Sol GPT-6 Luna The latest GPT lineup is now available across Questflow, with access for Pro and Max users and trial usage for the Free Plan too! More models for your Finance Agent. More ways to work.
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🚨 We just discovered an absolutely insane trader on Questflow. He started with $500 four months ago. They’ve now made over $40,000 in profit! That’s 80x their starting capital. Over 8,000%. 🚀 And it gets even crazier: this week, they’re eligible for a 100% match on their Trader Arena profits. Whatever they make in the competition, Questflow matches. We need to see what this trader does next. 👀
Everyone’s talking about AI in finance. We want to see how you’re actually using it. Introducing Questflow Ambassador Pro ⚡️ Activate your AI Finance Agent and put it to work on the Questflow app. A useful insight. A workflow worth sharing. A moment when your agent genuinely helped you think something through. We’d love to see more of what you’re discovering. Share your experience and earn rewards: - Share your experience using your AI Finance Agent on X. - Tag us and meet the eligibility requirements to earn 5 USDC. - Get featured by Questflow to earn up to 20 USDC in rewards. - Questflow Pro and Max users who share their experience with enhanced AI models can earn DOUBLE bonuses, up to 100 USDC in total. 1,000 USDC in community rewards available every week. Join now! Link in the comments 👇
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President Trump used his UN General Assembly address to announce the U.S. government will officially rename "artificial intelligence" to "superintelligence" across all federal documents, arguing "artificial" makes the technology "sound fake." He rejected any "globalist scheme" to control AI development: "Whoever wins superintelligence wins... we're leading now over China, by a lot... we will only encourage superintelligence. We're going to encourage it, not rein it in," with oversight left to the Department of Justice rather than new regulation. The timing matters: this directly follows Dario Amodei's public call for the industry to "pace the frontier," which Musk and Altman both backed. Trump's answer is a full rejection of that framing, at the head-of-state level, delivered on the world's largest diplomatic stage. Worth noting the rename itself has no legal weight, it's a stated executive branch preference, not legislation, but it's a clear signal of where U.S. policy currently sits relative to the industry's own safety-pacing debate.
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Questflow retweeted
GPT-6 Sol and Luna are big improvements on intelligence, alignment, work output, coding, computer use, and more over their 5.6-family predecessors. They are also half the price per token, and even less per task!
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Questflow retweeted
🚨 JUST IN: Grok 4.7 is now available on Questflow, giving users access to the latest Grok model.
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And yes, we still have one more thing. Grok 4.7 is on the Questflow Free Plan too 🎁 No Pro subscription needed. We’re opening up free usage so anyone can try it as the brain behind an AI Agent. We’re shipping fast.
Grok 4.7 is now live on Questflow 🚀 The latest flagship model from @SpaceXAI, and a notable upgrade over Grok 4.6 at the same price and speed! Now available on Questflow 👇
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Grok 4.7 is now live on Questflow 🚀 The latest flagship model from @SpaceXAI, and a notable upgrade over Grok 4.6 at the same price and speed! Now available on Questflow 👇
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Curious how we actually use AI inside Questflow? @Bobbxu breaks down where AI helps the team move faster, and where humans still need to make the call. This one’s worth watching 👀
AI creates a first draft. People make it better. @Bobbxu and @lp_coder share where AI helps their teams and where human judgment still matters.
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Questflow retweeted
AI creates a first draft. People make it better. @Bobbxu and @lp_coder share where AI helps their teams and where human judgment still matters.
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Jev from @typesafeai has been everywhere lately. If you had Jev inside your trading workflow, what would you actually hand over to it? Buy or wait? Take profit or let it run? Cut the loss or give it more room? Or maybe just one very useful answer: don’t take this trade. What decision would you trust an AI to make for you?
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If you’ve ever been curious about how Questflow got started, this one’s for you. Our CEO @Bobbxu shares how Questflow evolved from a general AI workflow product into what we’re building today, and some of the lessons we learned along the way. A little bit of Questflow history, straight from the founder.
What does AI mean outside the tech bubble? TiP starts with people, their stories, and everyday life. Every story finds its voice! Sponsored by @questflow and @PromptiveOne
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Meta upgraded its planned data center from 2 gigawatts to 5 gigawatts within a single year, part of a broader AI buildout that's created real demand for the suppliers keeping those clusters connected and cooled, not just the GPUs inside them. Five names sitting in that lane, with real numbers behind them: $COHR (Coherent): FY2026 revenue $7.12B, up 23%. Datacenter and comms segment alone did $5.27B. Q1 FY27 guidance sits at $2.2-2.4B, driven by AI optical engines and lasers. $AAOI (Applied Optoelectronics): 2025 revenue $456M, up 83%. Q2 2026 revenue $192M, up 86% YoY. TTM revenue now $596M. $NBIS (Nebius): AI cloud infrastructure name that's had one of the sharpest re-ratings in the sector this year as hyperscaler compute demand outpaced supply. The demand signal behind all of this: Nvidia reportedly asked optical suppliers to scale indium phosphide laser capacity 20x through 2030 to keep pace with AI cluster networking. Suppliers countered with 12x, worth noting, since that gap is the market's own hedge against overbuilding. The InP optics market itself is projected to grow from $1.9B in 2025 to $22.75B by 2030. The infrastructure thesis here is real and has verifiable revenue growth attached to it. Any specific return claim attached to it, past or projected, is a separate thing entirely and worth your own due diligence before acting on it.
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Yeah, we’ve seen the @Muse hype too. Quick reminder: Muse 1.3 is already on Questflow. Pick it as the brain behind your Agent and build your first AI Finance Agent for research, analysis, and trading. If you’re already deep in the Muse rabbit hole, you might as well put it to work.
Muse Spark 1.3 is now live on Questflow! A stronger base model means a stronger Finance AI Agent. With longer context, stronger reasoning, and more reliable agentic execution, the Finance AI Agents you build can handle more complex market workflows, process more information, and make better decisions across research, analysis, and trading. Now available for Pro and Ultra users. Use Muse Spark 1.3 on Questflow 👇 next.questflow.ai
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Intel CEO Lip-Bu Tan flagged where AI infrastructure spending shifts next: memory, connectivity, optics, power, and cooling, not raw compute, as the emerging bottlenecks. Five names sit directly in that path: $CRDO (Credo): GPU-to-GPU connectivity as clusters scale, supporting speeds up to 1.6 terabits per second $ALAB (Astera Labs): Switches, retimers, and controllers linking GPUs, CPUs, and memory as computing shifts to full AI racks $CLS (Celestica): High-speed networking hardware moving beyond contract manufacturing into AI infrastructure, its DS6000 platform delivers 1.6T Ethernet connectivity $AAOI (Applied Optoelectronics): Optical transceivers with hyperscaler orders already locked in for both 800G and 1.6T $LITE (Lumentum): Lasers and photonic components as copper hits physical limits on distance, bandwidth, and heat. Nvidia's own $2B investment and multiyear purchase agreement signals how strategic optical capacity has become As GPU count scales, keeping thousands of chips connected and fully utilized becomes its own engineering problem, one that's arguably less crowded than the GPU trade itself.
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