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AsymmetricBets_
$PENG just got its highest price target raise on Wall Street Rossenblatt Raises to $75 from $65 - Buy Analyst comments: "We are expecting Penguin Solutions to report a solid beat-and-raise for 2HF26. We expect the company's momentum in both its Advanced Computing and Integrated Memory product lines to accelerate going into 2HC26. For years, we have highlighted PENG shares as the best value in the AI market. In the past three months, investors have moved PENG's valuation from 6.7x to 22.6x forward earnings. We see this increase as justified by the AI market now needing the products and services Penguin provides.” For perspective we bought into $PENG back in May. Earnings could send another massive re-rate.
I just bought $2M of a brand new stock after it crashed 7% today. $PENG is now a 20% position in my Asymmetrical Bets fund ( 89% YTD) on @joinautopilot followed by $10M. Credit goes to legend @pennycheck for being the first to call this stock. With Penguin Solutions I now own the winner agnostic integrator behind the memory, CPU, and photonics supercycle at under 17x forward earnings. 1) The memory business alone is worth the market cap. Penguin's Integrated Memory biz = they take raw DRAM chips from manufacturers like SK Hynix and package them into custom memory modules built to spec for AI servers, telco gear, and enterprise systems. It's now 50% of revenue, did $172M last quarter, growing 63% YoY, ~$800M annualized. Apply a 3x price to sales on just this unit and you're already above what $PENG is worth today. 2) Play the CPU supercycle. CPU:GPU ratios going from 1:8 to 1:1 as agentic AI takes over. $PENG is the lead integration partner for AMD EPYC and Intel Xeon. Every new socket = more memory cooling and integration revenue baked in. 3) The AI Factory platform is real. OriginAI is their turnkey deployment from 256 to 16,000 GPU clusters for sovereign and enterprise customers. 85,000 GPUs already deployed. UBS says non hyperscaler buyers (sovereigns, neoclouds, enterprises) capture 48% of AI infra spend in 2026. Hyperscalers build in house. But these other players ALL need Penguin. 4) Photonics is the unpriced asymmetric bet. $PENG called photonics early and was an early investor in Celestial AI. $MRVL acquired it $3.25B in December. Now Penguin is building the Photonic Memory Appliance, making it the only public play on this kind of wild photonics tech. The PMA is basically a box that uses light to link memory across a bunch of servers so the entire AI cluster can share one giant pool of memory like it's one big computer. Marvell guides Celestial to $1B revenue in 2029. If Penguin captures even low double digits of that stream, that could be 9 figs of unpriced networking revenue on $PENG's highest margin, most defensible IP. 5) People/partners are cracked. Chairman of $PENG is ALSO Chairman of $LITE. AMD CTO Mark Papermaster sits on the board SK Telecom dropped $200M as a strategic investor New CPO Ian Colle ran AI infra at AWS 6) Risks are real but manageable Penguin's AI cluster business is lumpy and one big customer slipping a quarter can tank earnings (already happened in Q2, down 42% YoY). The memory shortage is a headwind as high DRAM prices are slowing customer orders and hitting Penguin's gross margins. The photonics upside is a 2027 story, so if it slips, the stock can sit dead money for a while. Because the multiple is still so cheap, I overall see limited downside compared to the upside if their photonics option can be quantified with $MRVL where I could see Penguin trading closer to a 30x forward PE. Surf's up. Full thesis linked on Substack below.
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Akin retweeted
OLTOAK
gTria CT Validators keep @useTria's BestPath running by computing routes and earning rewards in $TRIA. They're not just securing the network they're driving its efficiency and growth.
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Gianl1974
This spring, Trump just fired the ENTIRE National Science Board. All at once. Here’s why you should care ⤵️ The National Science Board was the independent governing body of the NSF, the agency responsible for seeding the research that becomes the medicine you take, the technology you use, the security infrastructure that keeps this country safe. The board's structure — staggered terms, designed over 75 years — existed precisely so that no single administration could walk in and take the wheel. Trump walked in and took the wheel. What happens now matters enormously. With no board and no confirmed director, there is no independent check on how nearly $9 billion in research funding gets directed. That's not an abstraction. That's universities freezing hiring. Experiments postponed. Entire fields of inquiry left to wither or be redirected toward whatever this administration decides is politically useful. And while we gut our own scientific infrastructure, China is investing. Heavily. In the exact fields - Al, quantum computing, biotechnology - where American leadership is not guaranteed and has to be earned, year after year, grant by grant. The scientists who built this system spent careers doing that work. They deserved better than a form letter. Contact your representatives. Ask them what they intend to do about it. Share this widely. We the people have the power. 📸: Vote In or Out
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Ameen retweeted
Amenouboy
gTria One thing I noticed about @useTria is that validators do more than secure the network. They're actively computing BestPath routes and earning fees for useful work. That changes the incentive model. Instead of being passive participants, validators directly improve how value moves across the ecosystem. Feels like a more practical role for network security.
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sccontechforum
Why does this matter in terms of AI and computing technology? Because socialist politics produced a radioactive problem we are still dealing with to this day. If Republicans remain divided and yield the territory to the opposition, AI will be mismanaged.
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MdMamun26455212
RT @XPENG_Global: Comes the XPENG Robotaxi road test fleet! Powered by industry-leading onboard computing power, it is China’s first fully…
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RomanSaroon
Replying to @PlatON_Network
Advanced Data Privacy Security Regulatory-Compliant Financial Infrastructure High-Scalability Computing Architecture Decentralized AI Ecosystem (Privacy AI) My favorite team is France🫶 I like his attacking style of play Thank you #PlatON ❤️ #WorldCup2026 #Giveaway #PlatON
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akagami58
One of the challenges in quantum computing isn't just building better processors, it's making them practical to use. @quipnetwork is tackling that by creating a network where compute resources can be discovered, accessed and coordinated without users having to manage the complexity behind them. The project also extends beyond computation with quantum-resistant wallets and infrastructure designed for secure cross-chain interactions. As quantum technology continues to mature, usability may become just as important as performance.
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BEEZ retweeted
RippleXity
🚨 JUST IN: A threat is coming that could break almost every blockchain: quantum computing. While others debate it, #Ripple already built a 4-phase roadmap to make the $XRP Ledger fully quantum-resistant by 2028. Phase 2 is live now.
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AzuraETH
Replying to @mok4vi @quipnetwork
This multi-layer approach to quantum computing protection is revolutionary and totally genius!
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Christian Weedbrook retweeted
XanaduAI
It was a great week at the International Conference on High Performance Computing. From breakthrough architectures to scaling photonic quantum computing with integrated GKP qubit sources, thank you to everyone who brought their cutting-edge research to Cetraro.
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recluse999
Replying to @prestonjbyrne
On the subject of "VPN"s being blocked: 1. In the old days we called these proxies, they still exist you can make one yourself. They can block known IP addresses and forbid the companies who run commercial proxies (VPN providers) from doing business with you, but they can not stop you using one unless... 2. They can force and are trying to force OS providers to implement their spyware at the kernel level. Not all OS kernel providers (linux, openBSD, FreeBSD, etc) will comply. Consider those options or... 3. You can continue using whatever OS you want for computing and use a BSD or linux for your router that moves packets from your devices to the wider internet. ipfire, opnsense, pfsense, etc. INstall onan old computer with a couple NICs, set all traffic to use the proxy (if you don't know how it's time to make friends with the unix geek) and be happy.
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Meghan_Crypt
3/ Compliance is a verification problem, not a surveillance one. Instead of treating compliance as surveillance, @OasisProtocol treats it as a verification problem. Using confidential computing, selective disclosure, verifiable credentials, and remote attestation, users can prove they meet specific requirements without exposing everything else. That’s a much smarter model.
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recluse999
Replying to @DigitalVagrant
On the subject of "VPN"s being blocked: 1. In the old days we called these proxies, they still exist you can make one yourself. They can block known IP addresses and forbid the companies who run commercial proxies (VPN providers) from doing business with you, but they can not stop you using one unless... 2. They can force and are trying to force OS providers to implement their spyware at the kernel level. Not all OS kernel providers (linux, openBSD, FreeBSD, etc) will comply. Consider those options or... 3. You can continue using whatever OS you want for computing and use a BSD or linux for your router that moves packets from your devices to the wider internet. ipfire, opnsense, pfsense, etc. INstall onan old computer with a couple NICs, set all traffic to use the proxy (if you don't know how it's time to make friends with the unix geek) and be happy.
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nftchains
One of the biggest challenges in AI and high-performance computing is making GPU resources more accessible instead of leaving them concentrated in a few places. That's why @quipnetwork caught my attention. By building a decentralized GPU marketplace, they're exploring a model where compute can be shared more efficiently, opening up new possibilities for developers, researchers, and builders who need scalable resources without relying on a single provider. It's an interesting direction for the future of decentralized infrastructure. 🚀
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recluse999
Replying to @empire_res66190
On the subject of "VPN"s being blocked: 1. In the old days we called these proxies, they still exist you can make one yourself. They can block known IP addresses and forbid the companies who run commercial proxies (VPN providers) from doing business with you, but they can not stop you using one unless... 2. They can force and are trying to force OS providers to implement their spyware at the kernel level. Not all OS kernel providers (linux, openBSD, FreeBSD, etc) will comply. Consider those options or... 3. You can continue using whatever OS you want for computing and use a BSD or linux for your router that moves packets from your devices to the wider internet. ipfire, opnsense, pfsense, etc. INstall onan old computer with a couple NICs, set all traffic to use the proxy (if you don't know how it's time to make friends with the unix geek) and be happy.
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Javedofficial0
Decentralized compute marketplace unlocks underused global computing power effectively.
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tymo_zyrgoe48rs
$1.5M. One quantum computing enabler. 12 months. No trailing stops. Price: $5.60 | Target: $390.00 They produce the ultra-pure niobium cavities for superconducting qubits—IBM and Google are fighting over 2027 deliveries. Lead time is 18 months. Price goes up weekly. Enter now.
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KRYPTTOPIA
Everyone talks about AI. Fewer people talk about the companies supplying the hardware that makes AI possible. That's why SK Hynix stands out. Its memory chips are a key part of the AI ecosystem, benefiting from the growing demand for high-performance computing and data centers. Now $SKHY (Pre-IPO) Perpetual Futures are live on BingX, giving traders another AI-related market to keep an eye on. The AI story is becoming much bigger than just software. Sometimes the companies building the foundation deserve just as much attention. #PerpetualFutures #SKHY #AI #Trading
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