Microsoft Expands Quantum Software Stack, Adding AI-Assisted Programming The Quantum Insider

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Microsoft Expands Quantum Software Stack, Adding AI-Assisted Programming - The Quantum Insider

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Insider Brief EdenCode Inc. has emerged from stealth in San Jose with an AI-powered, real-time decoder designed to reduce latency and improve accuracy in quantum error correction for fault-tolerant quantum computing. The company says its neural-network-based system achieves sub-millisecond decoding, a 99.9% error detection rate, and up to 10x faster processing while remaining compatible with multiple quantum hardware architectures. Founded by researchers from Harvard and UC San Diego, EdenCode is positioning its scalable, hardware-agnostic platform for enterprise deployment with continuous learning, security features, and integration into existing quantum workflows. EdenCode Inc., a San Jose–based startup focused on artificial intelligence for quantum computing, emerged from stealth and closed a $1.3 million pre-seed round to create a real-time decoder designed to correct errors fast enough to support practical, large-scale quantum machines. The company said its platform uses neural networks trained on quantum error patterns to detect and correct faults in less than a millisecond, a speed intended to keep pace with the fragile states inside quantum processors. EdenCode reports an error-detection rate of 99.9% and processing speeds up to 10 times faster than conventional approaches, positioning the system as a drop-in layer for existing quantum error-correction stacks. Quantum computers are highly sensitive to noise from their environment, which can disrupt calculations long before useful work is completed. Because these errors are emerging as the field’s central obstacles, error correction is a prerequisite for fault-tolerant systems. However, current decoding methods can be slow or difficult to scale as machines grow. EdenCode said its approach focuses on reducing latency while maintaining accuracy, which allowa corrections to be applied in real time rather than after the fact. Founded by researchers from Harvard University and University of California, San Diego, 

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Quantum Daily

EdenCode Emerges From Stealth With Real-Time AI Decoder For Quantum Error Correction

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In January, Realtor.com released its annual ranking of the best housing markets for first-time homebuyers.

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The 10 best markets for first-time homebuyers in 2026, according to Realtor.com

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Binary Tree Analytics5.54K FollowersFollow5ShareSavePlay(12min)CommentsSummaryVanguard Long-Term Corporate Bond Index Fund ETF offers diversified exposure to long-duration U.S. investment grade corporate bonds, tracking the Bloomberg U.S. 10+ Year Corporate Index.VCLT's portfolio has a 12.1-year duration, 22-year average maturity, 5.65% yield to maturity, and is concentrated in A and BBB-rated credits.Tight credit spreads and elevated long-end Treasury yields limit VCLT's upside; macro risks include inflationary recession and stagflation, which could drive significant drawdowns.VCLT provides high issuer diversification and liquidity, but exhibits high volatility and potential for &gt;10% drawdowns if credit spreads widen or rates remain high. alexsl/iStock via Getty Images Introduction One of the cornerstones of fixed income is represented by corporate investment-grade bonds. While the first known corporate bond was issued in 1623 by the Dutch East India Company, the first recorded investment grade bondThis article was written byBinary Tree Analytics5.54K FollowersFollowWith an investment banking cash and derivatives trading background, Binary Tree Analytics ('BTA') aims to provide transparency and analytics in respect to capital markets instruments and trades. BTA focuses on CEFs, ETFs and Special Situations, and aims to deliver high annualized returns with a low volatility profile. We have been investing for over 20 years after obtaining a Finance major at a top university.Analyst’s Disclosure: I/we have no stock, option or similar derivative position in any of the companies mentioned, and no plans to initiate any such positions within the next 72 hours. I wrote this article myself, and it expresses my own opinions. I am not receiving compensation for it (other than from Seeking Alpha). I have no business relationship with any company whose stock is mentioned in this article. Seeking Alpha's Disclosure: Past performance is no guarantee of future results. No recomm

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VCLT: Learn About This Long Dated Investment Grade Corporate Bond ETF

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By Marc Guberti – Jan 23, 2026 at 1:05PM ESTKey PointsAI demand continues to heat up, which fuels the need for additional AI data centers and gigawatts.Cipher Mining is signing lucrative long-term deals with tech giants, and the recent xAI news serves as a major catalyst.Demand for U.S. AI data center gigawatts will increase by more than 30-fold by 2035, according to Deloitte.CEO says this is worth 18 Nvidias. Will this make the world's first trillionaire? ›NASDAQ: CIFRCipher MiningMarket Cap$6.9BToday's Changeangle-down(4.25%)&nbsp;$0.74Current&nbsp;Price$18.13Price as of January 23, 2026 at 1:44 PM ETCipher Mining might be one of the best AI stocks available.Artificial intelligence (AI) chips are a foundational component of the AI boom, but they aren't the only input that makes this technology possible. Discovering different parts of the AI bottleneck can lead to lucrative investment opportunities like Cipher Mining (CIFR +4.25%). This crypto miner pivoted to AI infrastructure and has signed long-term deals with some of the leading tech companies. It has AI data centers and a multigigawatt pipeline that can propel long-term growth. The xAI data center ruling is a major tailwind for Cipher Mining Image source: Getty Images. AI data centers are a significant part of the AI bottleneck since they are uniquely equipped to handle intense workloads. Traditional data centers aren't well-suited to AI apps, which is why tech giants are signing long-term deals with Cipher Mining. Although those deals have been catalysts for a while, a recent ruling around xAI's Memphis data center is another tailwind for Cipher Mining. The Environmental Protection Agency ruled that Elon Musk's AI company illegally bypassed rules by using methane gas turbines to power its data centers at the expense of higher pollution in the city. Cipher Mining relies on renewable energy for its data centers, making it compliant with this rule. While Cipher Mining does not yet have an AI data center in Tenne

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1 AI Stock That Could Quietly Compound Wealth Over the Next Decade

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ING Economic and Financial Analysis5.06K FollowersFollow5ShareSavePlay(3min)CommentsSummarySilver has just broken above the $100/oz mark for the first time, extending an exceptional rally.Support for silver has been reinforced by a weaker US dollar, lower real yields, and stronger investor appetite for hard assets amid heightened policy uncertainty.Silver is benefiting simultaneously from its precious metal momentum and industrial strength - a rare combination that continues to define this cycle. Dragon Claws/iStock via Getty Images By Ewa Manthey, Commodities Strategist Silver has just broken above the $100/oz mark for the first time, extending an exceptional rally Prices surged nearly 150% last year, with a further 40% increase year‑to‑date, significantly outperforming gold. This strength reflectsThis article was written byING Economic and Financial Analysis5.06K FollowersFollowFrom Trump to trade, FX to Brexit, ING’s global economists have it covered. Go to ING.com/THINK to stay a step ahead. We’re sorry we can’t reply to individuals' comments.Content disclaimer: The information in the publication is not an investment recommendation and it is not investment, legal or tax advice or an offer or solicitation to purchase or sell any financial instrument.This publication has been prepared by ING solely for information purposes without regard to any particular user's investment objectives, financial situation, or means. For our full disclaimer please click here.

Silver Hits $100/Oz For The First Time

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We research all brands listed and may earn a fee from our partners. Research and financial considerations may influence how brands are displayed. Not all brands are included. Learn more. Retirement Share Share Close Mail Page URL https://money.com/paused-retirement-contributions-1-million-saved/ Link copied! ‘We Want to Travel.’ My Wife and I Just Turned 40 With $1 Million Saved. Are We Crazy to Pause Our Retirement Contributions? By: Pete Grieve Pete Grieve Lead News Reporter | Joined September 2022 Pete Grieve is a personal finance reporter. In his time at Money, Pete has covered everything from car buying to credit cards to the housing market. Has also written: West Virginia Stopped Taxing Social Security. These 8 States Still Do Millions of Americans Have Retirement Savings Stuck in 'Junk IRAs' 2026 Social Security COLA: Here's How Much Payments Will Rise Next Year Why Some Social Security Recipients Will Get 2 Payments in October How Big Will the COLA Be? Social Security on Track for Above-Average Raise in 2026 See full bio Published: Jan 24, 2026 4 min read Getty Images "My wife and I are 40 and 41 and make roughly $272,000 per year combined. Between our various retirement accounts we have around a million dollars saved," a user shared in a recent post to the subreddit r/PersonalFinance. "We're considering pausing our Roth contributions until we're empty nesters. This would let us travel quite a bit more with our kids while they still live with us." This is not a bad problem to have — in fact, it's great to be so ahead on saving for retirement that you can wonder whether it's appropriate to spend more maximizing prime years with your family. The post goes on to explain the couple is contributing $16,200 annually to a Roth 401(k), which could be paused to spend more freely on travel. Specifically, the user asks about foregoing this contribution until their kids, who are now around 10 years old, move out and go to college. The couple says they would like to reti

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‘We Want to Travel.’ My Wife and I Just Turned 40 With $1 Million Saved. Are We Crazy to Pause Our Retirement Contributions?

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Emmanuel Onwusah483 FollowersFollow5ShareSavePlay(16min)CommentsSummaryTelos Corporation is showing a strong financial recovery, with Q3 2025 marking its best operating quarter in five years.TLS's growth is powered by Security Solutions, especially Telos ID and Xacta, benefiting from federal compliance and identity program tailwinds.Despite a 74% stock rally, TLS trades at a reasonable 2.3x EV/Sales, with potential for further re-rating if execution remains consistent.I rate TLS a buy, confident in continued upside if the company sustains its current momentum and manages customer concentration risks. lersan8910/iStock via Getty Images Telos Corporation (TLS) has really struggled over the last few years, especially on the revenue and margin fronts, but I’ve seen really promising signs of a turnaround in 2025. Over the first three quarters of the year, theThis article was written byEmmanuel Onwusah483 FollowersFollowI’m Emmanuel Onwusah—a financial analyst, writer, and recovering engineer. I hold FMVA® and BIDA® certifications from the Corporate Finance Institute, and I spend most of my time creating pitch decks, building models, analyzing companies, and trying to make sense of where value meets narrative. My background is in petroleum and gas engineering, but I moved into finance because I’ve always been drawn to how businesses grow, how markets react, and how data tells stories. I focus on tech, infrastructure, and internet services, with a bias for companies that pair strong fundamentals with real potential.I write here to think in public, share investment ideas, and connect with other investors who care about long-term returns, not just short-term noise. If you enjoy thoughtful breakdowns and real conversation around stocks, you’re in the right place. There’ll be charts, jokes, and hopefully, some profitable ideas.Analyst’s Disclosure: I/we have no stock, option or similar derivative position in any of the companies mentioned, and no plans to initiate any such pos

Telos: Security Solutions And Telos ID Drive The Path To Profitability

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A little patience could go a long way for investors.One of the most important tech companies in the world is semiconductor (chip) producer Taiwan Semiconductor Manufacturing (TSM +2.21%), or TSMC. It's the world's largest semiconductor foundry and one of the most valuable companies, with a market cap of over $1.7 trillion as of market open on Jan. 21. If TSMC's stock price momentum were to continue, it could be a stock that turns $1,000 into $16,000. It won't happen overnight or in the next year -- or even in a few years -- but it's very much within reach for long-term investors who have patience. Image source: TSMC. Over the past 20 years, Taiwan Semiconductor's stock has averaged 19% returns (or 23% when including dividends). I don't expect this to continue over the next 20 years, but if we take a more "conservative" 15% annual average return estimate, a $1,000 investment today could be worth over $16,300 in 20 years. ExpandNYSE: TSMTaiwan Semiconductor ManufacturingToday's Change(2.21%) $7.24Current Price$334.61Key Data PointsMarket Cap$1.7TDay's Range$331.46 - $337.1252wk Range$134.25 - $351.33Volume521KAvg Vol13MGross Margin59.02%Dividend Yield0.92% Only time will tell how Taiwan Semiconductor's stock performs, but one thing is for sure: Its business is built for sustained success. Its chip manufacturing capabilities are leagues ahead of that of its closest competitor, making it the go-to for chips used in everything from smartphones to computers to TVs, to data centers to cars and more. With the tens of billions in investments and years of research and development it takes to build and maintain cutting-edge fabrication plants (where chips are created), I don't foresee TSMC losing its dominant position anytime in the foreseeable future.Read NextJan 24, 2026 •By Keithen DruryI Predicted TSMC Would Be a Must-Own Stock in 2025. I Still Think It's a Fantastic Buy in 2026Jan 23, 2026 •By Geoffrey SeilerIs Artificial Intelligence (AI) Still in a Bubble? This Stock Su

This Tech Stock Could Turn $1,000 Into $16,000

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President Donald Trump threatened Canada with 100% tariffs against all its exports to the US if it makes a trade deal with China, escalating tensions between the US and its northern neighbor.

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Trump Threatens 100% Tariffs on Canada If It Does China Deal

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By Dominic Basulto – Jan 24, 2026 at 9:38AM ESTKey PointsOver the past decade, Ethereum Classic is up 557%.During that same time period, Ethereum is up 22,620%.While Ethereum Classic might have value as a potential hedge against inflation, it is likely to underperform Ethereum over the long haul.These 10 Stocks Could Mint the Next Wave of Millionaires ›CRYPTO: ETCEthereum ClassicMarket Cap$1.8BToday's Changeangle-down(0.77%)&nbsp;$0.09Current&nbsp;Price$11.64Price as of January 24, 2026 at 10:23 AM ETEthereum Classic has come nowhere close to replicating the performance of Ethereum over the past decade.Over the past decade, Ethereum Classic (ETC +0.77%) is up an impressive 557%. That might sound like a good reason to add it to your crypto portfolio immediately. However, if you dig a bit deeper, you'll soon realize that Ethereum Classic is not nearly as enticing an investment as it might appear at first. If you're thinking about investing in Ethereum Classic now, here's what you need to know. Head-to-head with Ethereum Although their names are similar, Ethereum Classic is not the same as Ethereum (ETH +1.21%). And it has come nowhere close to replicating the unbelievable success of Ethereum over the past 10 years. Just look at the following chart. Ethereum / US Dollar chart by TradingView. Ever since the hard fork of the Ethereum blockchain network back in 2016, Ethereum has absolutely trounced the performance of Ethereum Classic. Yes, Ethereum Classic might be up 557% during that time period. But Ethereum is up a head-spinning 22,620%. When you compare the charts of these two cryptocurrencies, Ethereum Classic looks like it has been running in place for the past decade. And there's a good reason for that: Ethereum Classic has failed to evolve as quickly as Ethereum, and therefore, has been unable to take advantage of enormous changes taking place within the cryptocurrency market. Image source: Getty Images. Case in point: Ethereum Classic still uses an old proof-of-

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Ethereum Classic: Buy, Sell, or Hold in 2026?

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InnovationGaming‘Mercy’ Rotten Tomatoes Scores Break A Common Chris Pratt NarrativeByPaul Tassi,Senior Contributor.Forbes contributors publish independent expert analyses and insights. News and opinion about video games, television, movies and the internet.Follow AuthorJan 24, 2026, 09:37am EST--:-- / --:--This voice experience is generated by AI.&nbsp;Learn more.This voice experience is generated by AI.&nbsp;Learn more.MercyMercyWhile Chris Pratt’s new sci-fi thriller, Mercy, is not shaping up to do terribly well at the box office, reviews are starting to come in during its opening weekend from both critics and fans. Interestingly, they are probably the prime example of the “elite” class and internet pundits being in something of a bubble when it comes to the actor, and audiences don’t agree with their assessment.Mercy currently has a wild critic and audience Rotten Tomatoes score split, 20% versus 81%, a full 61% difference. But looking back, this is part of a pattern where Pratt-led, non-MCU projects please audiences far more than critics. Some of the more prominent examples:Mercy – 20% critic score, 81% audience score, +61% Pratt GapThe Electric State – 14% critic score, 67% audience score, +53% Pratt GapThe Terminal List – 41% critic score, 93% audience score, +52% Pratt GapJurassic World Dominion – 29% critic score, 77% audience score, +48% Pratt GapThe Garfield Movie – 36% critic score, 79% audience score, +43% Pratt GapThe Superman Mario Bros. Movie – 59% critic score, 95% audience score, +36% Pratt GapThe Tomorrow War – 51% critic score, 76% audience score, +25% Pratt GapThe Electric StateNetflixThose are the bigger gaps. The ones that are more even are his first two Jurassic Park movies and all of the Guardians films. But you can see the trend here. Critics hate some of these, but audiences usually love them, and if you wonder why you keep seeing Pratt in everything under the sun, well, this is why.Chris Pratt already has a number of projects lined up, nam

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‘Mercy’ Rotten Tomatoes Scores Break A Common Chris Pratt Narrative

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Macy’s takes drastic action as it battles low sales amid a major shift in consumer behavior.

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Microsoft Expands Quantum Software Stack, Adding AI-Assisted Programming - The Quantum Insider

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EdenCode Emerges From Stealth With Real-Time AI Decoder For Quantum Error Correction

The 10 best markets for first-time homebuyers in 2026, according to Realtor.com

VCLT: Learn About This Long Dated Investment Grade Corporate Bond ETF

Latest News

Microsoft Expands Quantum Software Stack, Adding AI-Assisted Programming - The Quantum Insider

EdenCode Emerges From Stealth With Real-Time AI Decoder For Quantum Error Correction

The 10 best markets for first-time homebuyers in 2026, according to Realtor.com

VCLT: Learn About This Long Dated Investment Grade Corporate Bond ETF

1 AI Stock That Could Quietly Compound Wealth Over the Next Decade

Silver Hits $100/Oz For The First Time

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