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Japan taps Cognition’s ‘Devin-kun’ as legacy code, shrinking workforce opens market for AI coding


Japan—famously slow to adopt digital technologies common across the developed world—has become a surprisingly fast adopter of AI, as it confronts both a shrinking population and aging digital infrastructure built on legacy code. 

“Japan was our first or second most popular country in terms of user engagement overall,” said Russell Kaplan, president of Cognition AI, the San Francisco startup behind AI coding tool Devin, in early June. 

The East Asian country has the world’s oldest population, with almost 30% of its residents over the age of 65. Japan’s working-age population is projected to decline by over 30% between now and 2060. The decline leads to a shortage of programming talent: In 2023, Japan’s Ministry of Economy, Trade, and Industry (METI) estimated that the country would face a shortage of 789,000 software engineers by 2030. 

Cognition AI is making Japan the first step in its Asian expansion, opening a Tokyo office in April; it will follow with making Singapore its Asia-Pacific headquarters later this year.

The firm is betting that Japan will be the ideal proving ground for AI-powered software engineering. “The needs are real, especially in critical infrastructure and government,” Kaplan said. “The country is running on aging infrastructure with a declining workforce.” 

The efficiency gains could be immense. Faced with a national IT compliance mandate, Sapporo’s city government needed to modernize over one million lines of legacy code, which Kaplan estimated would have normally taken 200 engineering months of work. Using Devin, Sapporo’s engineers completed it in roughly a quarter of that time.

Even before Cognition officially launched in Japan, Devin was already going “viral” in Japan. “There was a debate of what the correct honorific for Devin was,” Kaplan said, referring to the suffixes attached to names to designate social hierarchy. 

“What the community settled on was Devin-kun.”

Japan’s bet on U.S. AI

Japan has become the preferred beachhead for U.S. AI companies eyeing global expansion. OpenAI and Anthropic both opened their first international offices in Tokyo. Microsoft, Alphabet, and other hyperscalers have committed billions to Japanese data centers. Japan was also the second country to secure access to Anthropic’s powerful Mythos model, with three of its largest banks—MUFG, Mizuho, and Sumitomo Mitsui—among those granted entry through Project Glasswing, a program to help key companies and critical institutions fix security vulnerabilities. (This access was quickly shut off after the U.S. barred all foreigners from using the model in mid-June.)

While South Korea, Singapore, and other regional economies have made sovereign AI a priority, Japan seems to be more comfortable sticking with U.S. AI, due to the country’s investment and close relationships with American AI labs.

Courtesy of Cognition AI

“Japan has disproportionately invested in working closely with U.S. companies to influence the roadmaps of those companies to meet local domestic needs,” Kaplan said. One of OpenAI’s biggest investors is Softbank, the massive Japanese telecoms company run by tech booster Masayoshi Son.

AI could present an opportunity for Japan to integrate its digital systems with the rest of the world. Kaplan suggested that low English proficiency “has led to a bit more isolation for some businesses in Japan.” Yet AI’s native multilingualism chips away at that barrier. Japanese engineers can work with Devin entirely in Japanese while collaborating through the agent with teams on the other side of the world. 

AI coding reaches Asia

Cognition AI, founded in 2023, is best known for its AI coding tool Devin. The tool operates as a full AI software engineering teammate: Give it a task, and it codes, debugs, and deploys code autonomously inside the tools an engineering team already uses. 

Devin was one of the earliest instances of “AI employees,” or agents that are fully integrated into workplace tools like Slack that employees can assign tasks to without resorting to constant prompting.

In late May, Cognition raised more than $1 billion in a new funding round that valued the startup at $26 billion, more than doubling its valuation from a September 2025 round. The company’s annualized run rate reached $492 million at the time of the raise, up from just $37 million a year earlier.

Cognition AI’s coding tools, to some investors, pose an existential threat to existing programmers and software engineers, particularly in countries like India, a traditional hub for back-office work. The prospect of AI agents performing that same work at a fraction of the cost has rattled investors. Shares in Infosys, Wipro, Tata Consultancy Services, and HCLTech have all fallen between 30% and 40% over the past 12 months. 

But Kaplan isn’t worried about India’s ability to adapt to AI. “On the ground in India, the job of an engineer can become more fun and impactful. Suddenly you have someone who has been working by themselves on a specific part of a project, and they’re getting a promotion where they have a whole team of AI agents working for them.” Kaplan said. “The companies we work with are using productivity gains to become more ambitious.”

One of Cognition’s more unexpected growth markets is Malaysia. The country’s capital, Kuala Lumpur, has become a regional software engineering hub, driven by a large English-speaking talent pool, lower operating costs, and proximity to the rest of Southeast Asia. Kaplan described the engineers his team encountered there as among the most skilled in the world at managing AI agents.

Cognition has launched what it calls an Applied AI Engineering program in Malaysia, which identifies top engineers who excel at directing agents and training them to be able to teach entire teams on how to work effectively with AI.

Kaplan is also looking closely at South Korea and Australia as possible Asia-Pacific expansion markets. 

Cognition’s expanding presence is uncovering another benefit. Compute, the processing power that AI systems run on, is a finite resource; Kaplan says demand at Cognition is doubling roughly every seven weeks. But geographically diverse teams allow compute to be used during off-peak hours on Wall Street and Silicon Valley. “When people are at work in Japan, people in New York are asleep,” Kaplan said. “There’s a lot of efficiency you get as an AI company working that way.”

Trump says housing bill is ‘fine’ but still holds off on signing



President Donald Trump said a bipartisan housing bill he has refused to sign was “fine,” seeming to suggest it could become law even as he has withheld his signature in a bid to secure a voter identification law he sees as a bigger priority.

Processing Content

“The housing bill is fine. There’s a lot of Democrat points in there that I don’t even think are good, but it’s fine,” Trump said Thursday in a CNBC interview. “But I’ve made the case I’d rather not sign anything until we sign the Save America Act.”

Trump abruptly canceled a signing ceremony for the housing bill last week, withholding his approval to raise pressure on Senate Republicans to change their chamber’s rules and approve a separate voter identification measure.

READ MORE: Housing bill expected to become law — sooner or later

Even though the president has not committed to signing the measure, House Speaker Mike Johnson sent it to the White House on June 29. Trump has 10 days, excluding Sundays, to either sign or veto the bill. If he does neither, it will become law after that 10-day period. 

Trump in the CNBC interview did not directly say what course he would take.

Scrapping the signing denied lawmakers in both parties and Trump himself the chance to highlight major legislation that seeks to address voters’ concerns about high costs of living. Those economic concerns are the dominant issue before the November midterm elections in which Trump’s Republican Party faces an uphill battle to retain control of Congress.

Earlier this year, Trump signed two executive orders to ease regulations in a bid to increase the US supply of homes — one which aims to bolster access to mortgage credit and another that targets environmental rules to speed up development.

Trump has struggled to convince voters that his administration is addressing high costs for housing, utilities, health care and groceries — and rival Democrats have been winning key elections by focusing on affordability. The Iran war exacerbated voters’ poor perceptions of the economy, with the closure of the Strait of Hormuz spiking oil and gas prices.

Asked about the housing bill on Monday, Trump dismissed the legislation as “so unimportant” compared to the voter identification bill. Trump has for months pressed lawmakers to approve the Save America Act, which would create strict ID requirements for voters. GOP leaders have said they lack the support to approve that measure or any rule changes. 



European NATO allies replace most U.S. force cuts, commander says




European NATO allies replace most U.S. force cuts, commander says

70″ Insignia Class F50 Series LED 4K UHD Smart Fire TV for $299.99 on Amazon



65″ Insignia Class F50 Series LED 4K UHD Smart Fire TV for $284.99

This article contains Amazon affiliate links.

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The post 70″ Insignia Class F50 Series LED 4K UHD Smart Fire TV for $299.99 on Amazon appeared first on Danny the Deal Guru.

10 Passive Income Investments That Help Me Earn Even While I'm Sleeping



Looking for ways to earn money without working 24/7? In this video, I’m sharing my 10 passive income investments—from MP2 and REITs to dividend funds, rental income, and even my YouTube channel. These are real sources of income that helped me grow my finances over time, and they might inspire you to start building your own too!
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Farther Review: Modern Wealth Management With Human Advisors



Farther Logo

Quick Summary

  • Combines elements of robo and human advisors
  • Low minimum investment requirement
  • Annual advisory fees up to 2.00%

OPEN AN ACCOUNT

Pros

  • Dedicated fiduciary financial advisors

  • AI-powered proprietary wealth management platform

  • Offers tax-optimized wealth management strategies

Cons

  • Lack of transparency surrounding fees

  • Better suited for affluent investors

Farther is a hybrid wealth management platform that combines dedicated human advisors with technology designed to make financial planning and investment management more efficient. Farther also offers advice for small business owners and provides institutional advisory services for nonprofits, foundations, and endowments. 

If you’re looking for a more streamlined wealth management experience, this review will help you decide whether Farther may be worth checking out. 

Table of Contents

What Is Farther Finance?
What Does It Offer?
Are There Any Fees?
How Does Farther Compare To Other Advisors?
How Do I Open An Account?
Is Farther Safe To Use? 
How Do I Contact Farther? 
Is It Worth It?

What Is Farther Finance?

Farther was founded by Brad Genser and Taylor Matthew to combine technology and human expertise to deliver the best possible financial planning at a fair price for consumers. In 2023, they announced a $31 million Series B investment round, continuing their growth.

In May 2026, Farther announced that it had raised $150 million in Series D funding, led by General Atlantic, with participation from existing investors. According to Farther, the move will enable the “continued expansion of its platform capabilities and further innovation to better support advisors and clients.”

As of 2026, Farther has over 200+ wealth management professionals on its roster and serves over 19,000 clients. The company doesn’t appear to disclose the amount of assets under management (AUM). Instead, it declares “recruited assets” of $23 billion. Recruited assets include those already transitioned to Farther, as well as those expected to come over from advisors joining the firm. 

What Does It Offer?

Farther bills itself as a wealth management firm that combines technology with seasoned financial advisors’ experience. Here is a closer look at some of its key services: 

Dedicated Human Advisor

Unlike a robo-advisor, Farther assigns every client to a professional human financial advisor who can provide them with advice tailored to their situation, over time. Your advisor can help you with everything from investment management and retirement planning to tax strategies, estate planning, and more. In other words, they’re not just managing your portfolio. The company’s AI-powered technology comes in handy by handling many of the administrative and analytical tasks behind the scenes, allowing advisors to spend more time working with you. 

AI-powered Wealth Management 

Farther stands out from many traditional advisory firms, thanks to its proprietary Intelligent Wealth Platform. Instead of relying on third-party software, Farther has built its own technology to give advisors and clients a unified view of their finances. The platform can automate tasks such as portfolio monitoring, tax-loss harvesting, cash management, and financial planning, while identifying opportunities for your advisor to discuss with you.

I like that clients have a single dashboard to view their accounts and collaborate with their advisor. Unfortunately, Farther doesn’t share many details about exactly how its technology works, so prospective clients will need to take some of its performance claims at face value. 

Tax-Optimized Investing

Farther places a lot of focus on tax optimization throughout its platform. Its technology can identify tax-loss harvesting opportunities, optimize your asset allocation across your taxable and retirement accounts, and help its advisors make decisions with tax-efficiency in mind. 

While its tools sound impressive, I couldn’t find much detail about which tax strategies are available to every client and which ones are only available to larger or more complex portfolios. So if tax efficiency is a priority for you, its something I’d definitely ask about before you sign up. 

Customized Portfolios

Rather than place every client into a handful of model portfolios, Farther advisors build investment strategies around your goals, risk tolerance, time horizon, and tax situation. Depending on your needs, your advisor may recommend ETFs and mutual funds, direct indexing, private market investments, or other customized strategies. 

Are There Any Fees?

In most cases, Farther will charge an AUM fee (annual fee based on a percentage of assets under management). The fee is negotiable, but according to Farther, it will not exceed 2%. I should point out that 2% is incredibly high, and you should never, ever pay that much for investment advice. I would suspect that the average fee is closer to 1%. Other types of fees, such as hourly or annual flat fees, may be available but would need to be negotiated with Farther. 

It’s fairly common for wealth management firms not to publicly disclose specific fees, because advisors often customize pricing based on assets and complexity. It just means you’ll need to speak with an advisor to see whether the service is a good fit for your budget. For me, the lack of transparency is a drawback when compared to many automated investing apps.

How Does Farther Compare To Other Advisors?

Farther will be more expensive than robo-advisor platforms like Wealthfront, Betterment, and M1 Finance. But while they charge lower rates, they won’t offer customized advice or the same level of advisor support as Farther. And that extra support costs money. 

Personal Capital, which also offers investors access to personalized financial advisors, charges 0.89% on the first million in assets under management. The XY Planning Network is a network of financial planners who focus on Generation X and Millennial investors. The Financial Gym is a membership-based financial company that provides education and support for people seeking financial health. And Facet Wealth is a financial planning service that charges flat annual advisory fees ranging from $1,200 to $6,000.

Header
Farther Logo
Farther Finance Comparison: Facet Wealth
Farther Finance Comparison: wealthfront

Rating

Advisory Fee

Up to 2.00%

$2,600 to $8,700/yr

  0.25%

Min Deposit

N/A

$0

$500

Human Advisors

Cell

OPEN ACCOUNT

READ THE REVIEW

READ THE REVIEW

How Do I Open An Account?

To open a Farther account, click on the “Get Started” button on its website. You’ll be asked what type of advice you are primarily looking for, such as financial planning, retirement planning, trust and estate planning, etc. From there, you’ll provide your name and contact information, including phone number, email address, and Zip Code, and a Farther representative will reach out to you.

Is Farther Safe To Use? 

Yes, you can consider Farther safe to use. It employs industry-standard security measures to protect your personal information. This includes encryption and secure account access. Farther’s advisors are fiduciaries, which means that they are legally required to put your interests ahead of their own when providing you with investment advice. 

Its advisors also have various accreditations, such as the Certified Financial Planner (CFP) and Chartered Financial Analyst (CFA) designations. Of course, it’s important to always remember that no investment firm or advisor can guarantee your returns or fully protect you from risk. 

How Do I Contact Farther? 

I couldn’t locate a customer support email address or phone number for Farther, but you can reach out through the online contact form on its website. 

Is It Worth It?

While Farther states it doesn’t have a minimum account balance for its investment management services, it has clearly moved upmarket, targeting high-income professionals, business owners, and anyone with more complex financial needs. As such, it’s best suited for investors who want the dedicated support of a fiduciary advisor but also appreciate the convenience of modern technology. 

If you’re just starting to invest, have a relatively small portfolio, or simply want a low-cost automated investing solution, you’ll be better off dealing with a robo-advisor or a lower-cost digital wealth management platform.

Editor: Robert Farrington

Reviewed by: Chris Muller

The post Farther Review: Modern Wealth Management With Human Advisors appeared first on The College Investor.

Here’s How Many Shares of Coca-Cola You’d Need for $5,000 in Yearly Dividends


Coca-Cola (KO +3.22%) is an established company that is a leader in its industry. This has supported its historical track record of generating superb profits. The business posted a 35% operating margin in its latest fiscal quarter (ended April 3).

This results in a strong financial position that enables Coca-Cola to return capital to investors. But how many shares of this top beverage stock would you need to collect $5,000 in yearly dividends?

Image source: Getty Images.

In February, Coca-Cola’s board of directors approved a 4% dividend hike to $0.53 per share on a quarterly basis. This marked the 64th straight year the company had increased its dividend. That’s an unbelievable active streak that makes Coca-Cola a Dividend King, a company that has increased its dividend for 50 or more consecutive years.

To generate a $5,000 passive income stream, investors would need to own 2,359 shares. Based on today’s stock price of $81.29, this equates to an almost $192,000 capital outlay.

Coca-Cola Stock Quote

Today’s Change

(3.22%) $2.62

Current Price

$83.91

Coca-Cola’s dividend yield of 2.61% is 149% higher than the S&P 500 index’s 1.05%. What’s even more encouraging, though, is that there is minimal risk that the business will ever pause this payout. Demand is durable through various economic scenarios. And there is almost no threat of disruption or obsolescence.

This setup makes Coca-Cola one of the safest stocks an investor can own.

Neil Patel has no position in any of the stocks mentioned. The Motley Fool has no position in any of the stocks mentioned. The Motley Fool has a disclosure policy.

Finally a decision: Two Harbors stockholders approve CrossCountry merger


Mat Ishbia, UWM’s president and CEO, had made clear in May that he viewed the outcome as a win for UWM either way. Speaking to Mortgage Professional America at UWM Live in Pontiac, Michigan on May 14, he said what UWM found during due diligence changed the whole picture.

“I originally did a deal, thought I was buying a servicing book along with some expertise in capital markets, along with a servicing platform that was pretty good,” Ishbia told Mortgage Professional America. “When we did due diligence, we found out it was just a really great servicing book.”

What the deal means for the industry

CrossCountry Mortgage is the nation’s largest distributed retail mortgage lender, with more than 9,000 employees operating over 1,000 branches across all 50 states, DC, and Puerto Rico. Adding Two Harbors’ mortgage servicing rights portfolio significantly extends CCM’s balance sheet and servicing reach.

For UWM, what started as a plan to scale its in-house servicing operation ended without the asset it was chasing. Ishbia described the original goal plainly when speaking to MPA in May.

“We already have servicing in-house. It’s already here,” Ishbia said. “This was just to take our 700,000 clients and go up to 1.3 million. That was always just scale because our servicing platform is already the best in the country right now.”

Bella Figura founder Alexi Cory-Smith dies, aged 58


MBW is shocked and saddened to learn that Alexi Cory-Smith, founder of catalog music company Bella Figura Music, has died. She was 58.

A statement from Bella Figura issued on social media today (July 3) reads: “We are devastated to announce the sudden and unexpected passing of our co-founder and CEO, Alexi Cory-Smith.

“Alexi built Bella Figura Music from the ground up, bringing the vision and passion from a successful career in the music industry.

“Her leadership, creativity, and unwavering commitment to our team and our work leaves a lasting legacy.

“Our thoughts are with Alexi’s family and loved ones during this incredibly difficult time. We ask that their privacy be respected.

“We are committed to honouring Alexi’s vision and achievements and will share further updates when we are able. In the meantime, our focus is on supporting one another and remembering an extraordinary leader who meant so much to all of us.”

London-based Cory-Smith launched Bella Figura in 2022.

She previously spent seven years at BMG, where she ran the firm’s UK division.

Since being established, Bella Figura has struck catalog deals with artists/songwriters/producers including David Gray and Paul Epworth.

The firm confirmed earlier this year that it had deployed over $160 million on catalog deals to date.


Cory-Smith joined BMG in January 2011, becoming SVP of BMG Chrysalis UK before moving up to an EVP role in 2013.

She was promoted to President, Repertoire and Marketing of BMG UK in January this year after six years with the firm’s London office.

During her tenure at the Bertelsmann company, she formed landmark relationships with artists including The Rolling Stones and Roger Waters.Music Business Worldwide



[Targeted – Platinum & Centurion] Amex Travel


The Offer

  • American Express is offering some Platinum & Centurion cardholders a $250 statement credit when you spend a minimum of $2,000 in one or more qualifying purchases of Delta marketed flights booked through Amex travel by 8/31/26. 

Our Verdict

Good deal if you have plans to spend that much anyway.

Hat tip to Traveling For Miles