SUCCESS

Jensen Huang just said something the AI industry has been tiptoeing around for years. On the Lex Fridman podcast released March 22, the Nvidia CEO said plainly: “I think it’s now. I think we’ve achieved AGI.”The clip spread immediately. It is a loaded statement from the man whose company’s chips power roughly 80% of AI training worldwide. When Huang says artificial general intelligence (AGI) has arrived, the industry pays attention. Even if most of it disagrees.What Huang actually said about AGIThe context matters. Fridman posed a specific definition of AGI before asking the question. His benchmark was an AI system capable of starting, growing, and running a successful technology company worth more than $1 billion.He asked Huang for a timeline. Huang did not hesitate. “I think it’s now,” he said.Then he immediately hedged. Huang noted that Fridman had said a billion-dollar company, but not for how long. “You said a billion, and you didn’t say forever,” he told Fridman.More Nvidia:Goldman Sachs sends blunt message on Nvidia stock after GTCNvidia CEO makes bombshell call on AI’s next big thingBank of America resets Nvidia stock forecast after meeting with CFOHis example was OpenClaw, an open-source AI agent platform that has gone viral as developers use individual agents to launch social applications and creative experiments. Huang said he “wouldn’t be surprised if some social thing happened or somebody created a digital influencer” through these tools. That, in his framing, already clears Fridman’s bar.Fridman’s response was telling. “You’re gonna get a lot of people excited with that statement,” he said.What Huang’s definition of artificial general intelligence includes and excludesHuang is not describing the sci-fi version of AGI. He acknowledged limits within the same conversation. His framework, drawn directly from the transcript, looks like this.What qualifies: AI agents that autonomously create something of economic value, such as a billion-dollar app or service, even briefly.What does not qualify: Building and sustaining a complex institution over decades. Huang admitted that even hundreds of thousands of agents could not build Nvidia.The missing pieces he acknowledges: Physical world understanding, long-horizon strategy, and common-sense reasoning that humans develop through lived experience.That is a narrow definition. It measures economic output, not cognitive breadth. It is either a pragmatic reframing of AGI or a redefinition that moves the goalposts, depending on who you ask.Why Huang’s AGI enthusiasm matters nowThe tech industry has spent recent months retreating from the AGI label. Companies have introduced softer terminology designed to manage expectations and reduce regulatory scrutiny.Huang is doing the opposite. He is embracing the term at full volume. That matters because the word carries real contractual weight. At companies including OpenAI and Microsoft, performance benchmarks and risk clauses are tied to whether AGI has been officially achieved.Critics are pushing back on the substance. Academic researchers argue that AGI requires human-level performance across all cognitive tasks. Current AI systems still hallucinate facts, struggle with novel reasoning, and lack genuine understanding in the way humans build it through experience. The gap between what AI does today and what most researchers mean by AGI remains significant.

Nvidia CEO Jensen Huang’s definition of artificial general intelligence (AGI) emphasizes value creation rather than cognitive range.Morris/Bloomberg via Getty Images

Systems can pass bar exams and write production code. They cannot yet navigate an unfamiliar kitchen, reason about a novel physical situation, or sustain a complex strategy across months the way a person can. Huang’s definition skips these entirely by measuring value creation rather than cognitive range.Huang’s economic definition sidesteps these limitations entirely. That represents either bold pragmatism or a convenient redefinition from the man who profits most from the belief that AGI has arrived.What this means for Nvidia investorsFor investors in Nvidia (NVDA), Huang’s AGI framing connects directly to the business case. If AGI has arrived, demand for AI compute has no near-term ceiling. Every company that believes AGI is here, or coming, needs more chips. Nvidia makes these chips.The stock was trading at about $176 on March 23. At GTC earlier in March, Huang projected at least $1 trillion in chip sales from Blackwell and Vera Rubin platforms through 2027. That beat Wall Street consensus and added roughly $500 billion in new order visibility since October 2025.The AGI debate Huang reignited will not be settled by a podcast clip. But it will shape how investors, regulators, and competitors frame the next phase of AI development. Nvidia controls the infrastructure that makes any definition of AGI commercially viable. That is exactly the kind of narrative leverage that has made this stock so difficult to bet against.Related: Jensen Huang issues blunt words on Nvidia stock

You probably own a bond fund right now, and you assume it is protecting your money from inflation. A new Morningstar study just upended that assumption for millions of fixed-income investors who believed they were playing it safe.Some bond fund categories crushed inflation over the past decade, delivering cumulative real gains well above 25 percent. Others gradually destroyed purchasing power, leaving investors worse off than when they first put their money to work. The gap between the winners and losers came down to one overlooked factor that most investors can control today.If you hold bonds inside a 401(k), IRA, or brokerage account, these results directly affect your retirement timeline. The next few sections break down exactly which fund categories won, which lost, and what you should consider doing.High-yield bond funds delivered the strongest inflation-beating returnsMorningstar analyzed 10-year cumulative real returns for U.S. taxable-bond mutual funds and ETFs through December 2025. Every return was adjusted for inflation using the Consumer Price Index to measure actual purchasing power gained or lost. Results were grouped into five performance buckets, from real losses exceeding 10 percent to real gains above 25 percent.Related: Legendary economist delivers blunt warning on inflation, tariffsHigh-yield bond funds dominated the scoreboard, with nearly 80 percent of funds landing in the strongest real-gain category. These funds hold lower-rated corporate debt that pays higher yields, and that extra credit exposure paid off across the full decade. For you as an investor, credit risk turned out to be the single biggest driver of inflation-beating returns during this period.Fidelity, Vanguard, and T. Rowe Price led the winners with standout real gainsThree household-name fund companies produced some of the decade’s most impressive real returns in the high-yield category. Fidelity Capital & Income (FAGIX) posted a 56 percent cumulative real return over 10 years, per Morningstar Direct data. Vanguard High-Yield Corporate (VWEHX) and T. Rowe Price High Yield (PRHYX) each cleared the 25 percent real-return threshold.More top-performing fund categories:Bank-loan funds also performed strongly, with Fidelity Floating Rate High Income (FFRHX) landing in the top real-gain tier.T. Rowe Price Floating Rate (PRFRX) joined FFRHX in delivering strong inflation-adjusted returns over the full 10-year period.Multisector bond funds rounded out the winning categories by combining credit exposure with flexible allocation across bond types.Every fund on this list shares a willingness to hold riskier corporate debt during a period of moderate economic expansion. Bank-loan funds benefited specifically from their floating-rate structures, which adjusted upward as the Fed hiked short-term rates. If your bond allocation sits entirely in government or investment-grade core funds, these results highlight missed opportunity.Mortgage-backed and core bond funds quietly eroded purchasing powerThe funds that most investors consider the safest turned out to be some of the worst performers after adjusting for inflation. Vanguard Total Bond Market Index (VBTLX), one of the most widely held bond funds in America, lost nearly 11 percent in real terms. Every $10,000 you invested a decade ago now buys roughly $8,900 worth of goods, not the $10,000 you started with originally.Related: Iran war causes mortgage rate surgeMortgage-backed securities fared even worse, with the sector repeatedly punished by rate volatility and negative convexity dynamics. Vanguard GNMA (VFIJX) lost nearly 15 percent of its purchasing power over the full 10-year window, per Morningstar Direct data.American Funds Mortgage (MFAEX) ended the decade down more than 11 percent in real terms despite its perceived safety profile.Duration exposure was the hidden drag on real returnsDuration measures how sensitive a bond fund is to changes in interest rates, and higher duration amplifies losses during hikes. The Fed’s aggressive tightening cycle in 2022 and 2023 punished funds with longer average maturities far more than shorter-term peers. If you held a fund with a duration above seven years, your principal losses during that hiking cycle were likely severe and lasting. Morningstar’s clear pattern shows that credit exposure rewarded investors while duration exposure worked consistently against them. Funds prioritizing income from corporate borrowers fared better than those relying on government-backed debt across the full period. The type of bond fund you own matters far more than simply having bonds as a generic category in your overall asset mix.Inflation-protected bond funds delivered on their promise, but returns stayed modestTreasury Inflation-Protected Securities funds largely delivered on their core promise of preserving your purchasing power over time. Roughly three-fourths of TIPS funds preserved purchasing power, with most clustering in the 0 to 10 percent real return range. Vanguard Inflation-Protected Securities (VAIPX) finished the decade essentially flat in real terms, per the Morningstar analysis. TIPS adjust their principal value in line with the Consumer Price Index, providing a built-in hedge against rising consumer prices. More Personal Finance:Why selling a home to your child for a dollar can backfireElon Musk says ‘universal high income’ is comingFTC, 21 states sue Uber over ‘shady’ subscription billingThe trade-off is that TIPS funds carry meaningful interest-rate sensitivity, which can produce painful short-term losses during rate spikes. If your primary goal is capital preservation against inflation without taking on credit risk, TIPS accomplished that specific job.

Inflation-protected securities preserved value but offered little growth, highlighting the tradeoff between safety and meaningful returns.Gorodenkoff/Shutterstock

TIPS protected purchasing power but no meaningful growth A flat real return means your money maintained its value but did not grow beyond the pace of consumer price increases overall. Investors who relied solely on TIPS missed the stronger real gains that were available in high-yield and bank-loan categories. TIPS work best as one component of a broader fixed-income allocation, not as your only inflation defense inside a diversified portfolio.Current inflation at 2.4 percent adds urgency to choosing the right bond fund mixThe Bureau of Labor Statistics reported that the Consumer Price Index rose 2.4 percent year over year in February 2026, unchanged from January. Core inflation held at 2.5 percent, still above the Federal Reserve’s 2 percent target rate for overall price stability.Tariffs, Middle East energy disruptions, and sticky services inflation all pose risks that could push these readings even higher. Bank of America economists project core CPI could peak at 3.2 percent in the second quarter of 2026 before slowly easing. If that forecast proves correct, bond funds that fail to outpace inflation will continue silently destroying your purchasing power.You need to evaluate your bond holdings not just by stated yield or total return numbers on your quarterly account statement. The real question is what those returns deliver after inflation takes its share, and that difference can be hundreds of dollars. Morningstar’s 10-year data shows that roughly 30 percent of bond funds failed that basic purchasing-power test over the full decade.Five practical steps to position your bond portfolio for inflation-adjusted returnsThese 10-year results from Morningstar are not just historical trivia for academic researchers or institutional fund managers. They provide a clear framework for how you should evaluate your fixed-income holdings starting with your next portfolio review.Key portfolio considerations based on the Morningstar 10-year real-return data:Check your real return, not just the stated return on your statement. Compare your bond fund’s 10-year return against cumulative CPI growth over the same period to see your true purchasing power.Evaluate your credit exposure with an honest assessment of current holdings. If your bond allocation is 100 percent in government or core funds, you may be quietly losing purchasing power right now.Consider adding a high-yield or bank-loan fund as a satellite position. Even a 10 to 20 percent allocation to credit-sensitive bonds can meaningfully improve your portfolio’s inflation-adjusted results.Keep TIPS as part of your fixed-income allocation for direct inflation protection. TIPS serve as a direct inflation hedge and work best alongside credit-oriented funds rather than replacing them in your plan.Manage your duration exposure deliberately and with purpose going forward. Shorter-duration funds suffered less during rate hikes, and with the Fed’s path still uncertain, controlling duration risk remains vital.These decisions are not about chasing last decade’s top performers or making dramatic overnight changes to a working strategy. The goal is simply to confirm that your bond allocation is actually doing what you believe it is doing after inflation is factored.The next decade of bond returns depends on your fund allocation choicesMorningstar’s data makes one thing uncomfortably clear for every fixed-income investor who is reading this piece right now. A bond fund labeled as safe does not automatically protect your purchasing power, and the past 10 years proved that convincingly. The 30 percent of funds that failed to keep up with inflation were not obscure or poorly managed niche products you overlooked.Charles Schwab’s 2026 fixed-income outlook recommends keeping average duration in the intermediate range of 5 to 10 years. Schwab also highlights TIPS and municipal bonds as areas of opportunity, which aligns directly with the Morningstar real-return data. Vanguard has stated that high-quality bonds offer compelling real returns given higher neutral interest rates in today’s environment.Your specific mix of credit quality, duration, and inflation sensitivity determines whether bonds build wealth or quietly erode it. Review your holdings against the Morningstar real-return framework and make thoughtful adjustments before the next cycle starts. Bond fund selection requires more deliberate thought than simply picking the largest or cheapest option on your platform’s fund menu.Related: Schwab says these 9 money mistakes could wreck you