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Business Insider
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Christine Casady has been traveling the world in retirement with her husband, Rick. Provided by Christine Casady. After retiring at 70, Christine Casady has spent the last five years traveling the world with her husband. They no longer have a mortgage or a car, and she now lives out of a 27-pound backpack. She says full-time travel has kept her mentally sharp and physically active in retirement. This as-told-to essay is based on a conversation with Christine Casady, a 75-year-old retiree from the US. It has been edited for length and clarity. My husband is an avid traveler, and thanks to that, we've been traveling extensively for almost three decades. Ten years before I retired, we started taking longer trips, spending a couple of months at a time in a new place. I worked in leadership development, teaching workshops on business writing and presentation skills. It was a contract role, so I could take advantage of the quieter times of the year to travel. My husband, Rick, runs his own company and can work from anywhere. He wanted us to travel more, but I loved my job and always wanted to get back to it. Casady credits her husband, Rick, with encouraging her to embrace a life of travel. Provided by Christine Casady. At 70, I decided it was time to retire. Around the same time, our son was moving to New York City, and the building we'd lived in for years in Dallas was being sold as part of a redevelopment project. Everything seemed to be pointing us toward a fresh start. In 2021, we spent several months living in Hawaii. Later that year, we got one-year visas to Thailand and stayed for nine months. We went back to Dallas to wrap up our affairs. When the sale of our condo finally closed, we packed everything into a small storage unit. I had to be selective about what I packed, and everything I needed for our travels fit into a 27-pound backpack. Making the world our home With that, we set off for Europe. Our first destination was Rome, followed by a few months in Sicily. We've continued traveling full time, spending months in places ranging from India and Turkey to Egypt and Argentina. However, Southeast Asia remains our favorite. We return to the US once or twice a year, usually for about a month, to see our son, catch up with friends, and take care of anything we need. We stay in Airbnbs or hotels, just as we do everywhere else. Planning where to go next has become part of our routine. We usually plan at least six months ahead, trying to get the best accommodations. Casady says traveling keeps her mind sharp because each new destination offers something to learn. Provided by Christine Casady. Once we've decided on a destination, I spend hours researching where we'll stay. It's almost a part-time job, but after five years, I've gotten pretty good at it. I like to see how locals actually live, from their daily activities to what they eat. I love to cook, so I always visit the grocery stores in a new city to see what's on the shelves. There have also been times when we've toured homes with local real-estate agents to see what it would be like if we settled there. My husband still runs his own business remotely, and we have retirement income from Social Security and investments, so we have a relaxed budget. We typically spend under $5,000 a month. We're frugal by nature, but we're also older now, so we're treating ourselves a little more. Occasionally, we'll splurge on experiences like a $8,700 safari in Africa or a $7,200 liveaboard snorkeling trip in Indonesia. If we spend more than usual, we simply draw from our savings. It helps that we no longer have a mortgage or a car payment. She says they're frugal by nature, but now that they're older, they're happy to splurge on experiences like an African safari. Provided by Christine Casady. Retirement has been my greatest adventure We've met people from all walks of life, but volunteering to teach English lets us build deeper connections with the local community. We enjoy helping the children. Technology has made it much easier to stay connected with our loved ones. I still do regular Zoom calls with five college friends, and we try to meet in person every year. More than anything, this way of living has kept me curious. Every new place is a new challenge in getting oriented, and I think that's mentally beneficial, especially as I've gotten older. Casady says staying active comes naturally when every walk feels like a new adventure. Here, she and her husband are at Alishan Forest in Taiwan. Provided by Christine Casady. My husband says it's easier to stay fit when traveling because it's interesting to go on walks. When we're snorkeling in turquoise water, looking at coral and fish, it hardly feels like exercise either. This has been such a gift. I attribute it to my husband, who's encouraged me to try so many new things, and the years of long trips that prepared us for this lifestyle. I'm not sure when we'll stop, but after nearly six years, it's probably time to start thinking about what's next. I hope to be a grandmother, and I'd like to volunteer at an art museum in the US. I also know I won't stop traveling entirely. If I'd stayed in the US, my retirement wouldn't have been nearly as stimulating. It's not always perfect, but we're grateful for this experience. Read the original article on Business Insider

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Playground

By Garry Tan

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Techmeme
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Grace Kay / The Information: Sources: Cursor is building a general-purpose AI agent codenamed Sand, aimed at non-developers, that handles emails, texts, and documents to rival Claude Cowork  —  Cursor is developing a general-purpose AI agent meant to compete with popular tools like Anthropic's Claude Cowork …

Business Insider
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SpaceX CEO Elon Musk and OpenAI CEO Sam Altman have a troubled relationship. Fabrice COFFRINI/AFP via Getty Images; Andrew Harnik/Getty Images SpaceX CEO Elon Musk and OpenAI CEO Sam Altman are fighting again. The two AI leaders went at it on social media after an Apple lawsuit against OpenAI became public. Musk and Altman's troubled relationship dates back to when they cofounded OpenAI in 2015. It's Altman vs. Musk yet again. OpenAI CEO Sam Altman says the recent bout of attention he's received from SpaceX CEO Elon Musk must mean his company is doing good work. "There are a lot of benchmarks that suggest 5.6 sol is the best model in the world right now," Altman wrote on X on Saturday, referring to his company's latest model. "But the most reliable way to tell is that elon is obsessed with me again." Musk turned his attention back to Altman after Apple filed a bombshell lawsuit on Friday, accusing OpenAI, its hardware partner io, and two former Apple employees of stealing trade secrets. OpenAI acquired io, a design firm run by Jony Ive, the legendary former Apple designer, last year as it makes a push into consumer AI hardware. In a brief statement in response to the lawsuit, OpenAI said it has "no interest in other companies' trade secrets." It's just the kind of thing to capture Musk's attention, who spent part of his weekend roasting the OpenAI CEO, whom he repeatedly called "Scam Altman." In response, Altman argued that Musk was also a scammer. "Homeboy you're the one selling public market investors on short-term space datacenters," Altman wrote. Musk replied that SpaceX would begin "flying them" next year — which seems ambitious, though the multi-company CEO is famous for missing self-imposed deadlines — and joked that Altman could visit if his "parole officer" allowed it. Musk and Altman cofounded OpenAI in 2015, but their relationship later fractured over control, funding, and the company's direction. They've been at each other's throats ever since. In 2024, Musk sued OpenAI, Altman, and OpenAI President Greg Brockman, accusing them of deceiving him out of early charitable contributions by eventually operating OpenAI as a for-profit venture. OpenAI had originally been a nonprofit. A federal jury ruled against Musk in May. Musk said he planned to appeal. Musk founded rival AI company xAI in 2023, which is now part of SpaceX. "After stealing an open source AI charity, you then stole all of Apple's phone technology! Wow," Musk wrote on X on Saturday, referring to his claims in the lawsuit he lost. "What do you plan for an encore? That's tough to beat." Altman has yet to respond. Read the original article on Business Insider

Techmeme
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Bloomberg: OpenAI, Meta, and SpaceXAI may be able to put pressure on Anthropic by emphasizing cost efficiency, as business customers increasingly scrutinize AI spending  —  Three prominent artificial intelligence developers released new models over the past week.  They all promise to be more advanced …

Simon Willison Weblog
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<p>One of the consequences of GPT-5.6 Sol being clearly a Fable/Mythos class model is that Anthropic have, once again, <a href="https://x.com/claudeai/status/2076351399999557669">bumped the date</a> that Fable stops being available in their Claude Max plans:</p> <blockquote> <p>We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code’s weekly rate limits 50% higher, through July 19.</p> <p>As before, you can use up to half of your weekly usage limit on Fable 5. After that, you can continue using Fable 5 with usage credits, or switch to another model to keep working within your remaining limits.</p> </blockquote> <p>Anthropic's original rationale for this was compute constraints - they wanted a better idea of both demand and compute availability before committing to keeping the new model cheap for subscribers.</p> <p>OpenAI appear confident that they won't need to restrict access to GPT-5.6 in the same way. Here's Thibault Sottiaux <a href="https://twitter.com/thsottiaux/status/2076365965915467978">this morning</a>:</p> <blockquote> <p>The last 48 hours of Codex and ChatGPT Work have been intense! Three important updates:</p> <ul> <li>Temporarily removing the 5 hour usage limit restriction for all Plus, Business and Pro plans</li> <li>Rolling out changes that will make GPT 5.6 Sol more efficient across the board and that will be reflected in less usage being used so that it can take you further. Exact impact to be quantified and shared</li> <li>We hit 6M active users, and are landing a usage reset in the next hour</li> </ul> </blockquote> <p>At this point I think Anthropic should change track and keep Fable permanently available on those plans. OpenAI are winning users simply due to the uncertainty that surrounds Fable access.</p> <p>Tags: <a href="https://simonwillison.net/tags/anthropic">anthropic</a>, <a href="https://simonwillison.net/tags/generative-ai">generative-ai</a>, <a href="https://simonwillison.net/tags/gpt">gpt</a>, <a href="https://simonwillison.net/tags/openai">openai</a>, <a href="https://simonwillison.net/tags/claude-mythos-fable">claude-mythos-fable</a>, <a href="https://simonwillison.net/tags/ai">ai</a>, <a href="https://simonwillison.net/tags/llms">llms</a>, <a href="https://simonwillison.net/tags/llm-pricing">llm-pricing</a></p>

Simon Willison Weblog
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sqlite-utils 4.1.1

<p><strong>Release:</strong> <a href="https://github.com/simonw/sqlite-utils/releases/tag/4.1.1">sqlite-utils 4.1.1</a></p> <p>Mainly a fix for an edge case that regular Claude chat spotted while <a href="https://claude.ai/share/564b187d-d126-47ea-9b59-07c16ade0b70">experimenting with the 4.1 release</a> to answer a question about ON DELETE.</p> <blockquote> <ul> <li><code>table.transform()</code> now raises a <code>TransactionError</code> if called while a transaction is open with <code>PRAGMA foreign_keys</code> enabled and the table is referenced by foreign keys with destructive <code>ON DELETE</code> actions - <code>CASCADE</code>, <code>SET NULL</code> or <code>SET DEFAULT</code>. The pragma cannot be changed inside a transaction, so previously dropping the old table as part of the transform could fire those actions and silently delete or modify referencing rows. See <a href="https://sqlite-utils.datasette.io/en/stable/python-api.html#python-api-transform-foreign-keys-transactions">Foreign keys and transactions</a> for details and workarounds. (<a href="https://github.com/simonw/sqlite-utils/issues/794">#794</a>)</li> <li>The <a href="https://sqlite-utils.datasette.io/en/stable/cli.html">CLI</a> and <a href="https://sqlite-utils.datasette.io/en/stable/python-api.html">Python API</a> documentation now cross-reference each other: CLI sections link to the equivalent Python API functionality and Python API sections link back to the corresponding CLI command. (<a href="https://github.com/simonw/sqlite-utils/issues/791">#791</a>)</li> </ul> </blockquote> <p>Tags: <a href="https://simonwillison.net/tags/sqlite">sqlite</a>, <a href="https://simonwillison.net/tags/sqlite-utils">sqlite-utils</a></p>

Business Insider
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OpenAI CEO Sam Altman waves to cameras as he arrives for the Allen & Co. conference in Sun Valley, Idaho. Bloomberg/Bloomberg via Getty Images OpenAI said its head of safety systems, Johannes Heidecke, has left. Heidecke is the latest in an ever-growing list of safety team leaders to quit the company. Some departing safety researchers have questioned OpenAI's commitment to developing AI safely. Another leader of OpenAI's safety strategy is leaving, joining an ever-growing list of employees who have left the company's safety and alignment teams in recent years. Johannes Heidecke, the head of OpenAI's Safety Systems team, is departing as the company reorganizes its safety and research work under a single leader. "We're grateful for Johannes' contributions to OpenAI," Mark Chen, OpenAI's chief research officer, told Business Insider. "We're excited for this next chapter under Mia Glaese's leadership across research and safety." OpenAI said it would integrate safety more deeply across its research teams under Glaese, who will now serve as its vice president of research and safety. The reorganization comes as OpenAI reconsiders the relationship between its research and safety efforts. A spokesperson told Business Insider that "you can't make good safety decisions without understanding the underlying model capabilities, and you can't make good research decisions without understanding the safety implications." OpenAI's mission is to ensure that artificial general intelligence — when it finally arrives — benefits all of humanity. "Safety — the practice of enabling AI's positive impacts by mitigating the negative ones — is thus core to our mission," the company says. OpenAI, however, has a poor track record of retaining its top safety leaders, and some departing employees have publicly questioned its commitment to that work. When Jan Leike, who once co-led OpenAI's superalignment team, left in May 2024, he said the company was prioritizing releasing products over ensuring their safety. "Over the past years, safety culture and processes have taken a backseat to shiny products," Leike wrote in a post on X at the time. He said OpenAI needed to devote more resources to preparing for future models and that building machines smarter than humans was an "inherently dangerous endeavor." Anthropic cofounder Dario Amodei was OpenAI's vice president of research before he left in 2020 over disagreements about the company's direction and approach to AI safety. He started Anthropic a year later as an AI model maker committed to safety. Anthropic has suffered its own departures, notably in February when Mrinank Sharm, who led its Safeguards Research Team, left and publicly warned that AI companies face pressure to "set aside what matters most." Dylan Scand, an Anthropic safety researcher, also left this year to become OpenAI's head of preparedness. Still, Anthropic's core safety leadership has largely remained intact compared to OpenAI. Andrew Curran, a prominent AI analyst, called OpenAI's ever-revolving door of safety leads a curse in reference to Harry Potter. The curse upon the Defense Against the Dark Arts position at OpenAI has claimed yet another victim. https://t.co/dUu4e1aY9w — Andrew Curran (@AndrewCurran_) July 11, 2026 Here are eight leaders of OpenAI's safety-focused teams who have left in recent years. Ilya Sutskever, cofounder Sutskever, an OpenAI cofounder and its longtime chief scientist, left in May 2024. He had co-led the company's Superalignment initiative with Leike, which was created to develop methods for controlling future superintelligent AI. When he left, he said OpenAI's progress had been "nothing short of miraculous," in a post on X. He later founded Safe Superintelligence, an AI lab dedicated solely to its namesake. Jan Leike, cofounder Leike left days after Sutskever. He offered one of the most direct public criticisms of OpenAI's approach to safety, saying he had reached a "breaking point" after prolonged disagreements with leadership. OpenAI dissolved the Superalignment team after Leike and Sutskever left and distributed its remaining employees across other research groups. Leike joined Anthropic to work on alignment research. Miles Brundage, senior advisor for AGI readiness Brundage left OpenAI in October 2024 after six years. "Neither OpenAI nor any other frontier lab is ready, and the world is also not ready," Brundage wrote in an essay on his Substack at the time, referring to the impact AI could have on the world. He wrote that staying at OpenAI is an implicit agreement with the company's values. "Anyone working at OpenAI should take seriously the fact that their actions and statements contribute to the culture of the organization and may create positive or negative path dependencies as the organization begins to steward extremely advanced capabilities," he wrote. Lilian Weng, vice president of research and safety Weng, who previously led OpenAI's Safety Systems team, left the company in November 2024 after almost seven years, according to her LinkedIn profile. She did not publicly raise concerns about OpenAI in her departure statement. Instead, she praised the environment, saying that it's work in "training these models to be both powerful and responsible has set new industry standards." Andrea Vallone, head of model-policy safety research Vallone left at the end of 2025 after leading the team that shaped how OpenAI's models respond in sensitive situations, including conversations involving emotional dependence and mental-health crises. Her departure was initially announced internally, and she did not publicly criticize OpenAI. Vallone later joined Anthropic's alignment team to continue studying model behavior and safety. Aleksander Madry, former head of preparedness Madry joined OpenAI to lead its Preparedness team, which evaluates whether increasingly capable models could create severe risks. He was moved out of that leadership role in 2024 and shifted his attention to AI reasoning before leaving the company in May 2026. Joshua Achiam, former chief futurist Achiam left in July. He previously led Mission Alignment, a group created to ensure the company's AI development and deployment align with its nonprofit mission. "There's not a specific reason for me leaving, or a specific reason for why now. But it's something I have been thinking of for a while and it feels right. The world is in on the secret now and it feels possible to work on the mission from outside the walls of a frontier lab," he wrote in a post on X in July. Johannes Heidecke, head of Safety Systems Heidecke joined OpenAI in 2021 and took over Safety Systems after Weng's departure. His team helped evaluate and mitigate risks in OpenAI's models before their release. Heidecke has made no public statements since his planned departure became public on Friday. OpenAI said Heidecke decided to leave as the company integrated safety work more closely with its broader research organization. Read the original article on Business Insider

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Workshopy.io

By Yaniv Grama

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Techmeme
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The Economic Times: Anthropic says it is extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code's weekly rate limits 50% higher, through July 19  —  In a post on X, the company said, “We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code's weekly rate limits 50% higher, through July 19.”

PyImageSearch Blog
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Table of Contents Building Multimodal AI Applications with Gemma 4 and Transformers Configuring Your Development Environment Installing Python Dependencies and Importing Gemma 4 Multimodal Libraries Loading the Gemma 4 Multimodal Model with Hugging Face Transformers Screenshot-to-Code Generation with Gemma 4… The post Building Multimodal AI Applications with Gemma 4 and Transformers appeared first on PyImageSearch.

Business Insider
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Sen. Lindsey Graham waits to begin a hearing on Capitol Hill in Washington, DC. Pool/Getty Images Sen. Lindsey Graham died on Sunday at the age of 71. The senator's office confirmed his death after a "sudden illness." Graham was key in shaping Trump-era policies like lower corporate tax rates and tariffs. Republican lawmaker Lindsey Graham, who died on Saturday at the age of 71, had a major influence on corporate tax rates, tariff policies, and defense spending. Graham's office said in a statement on Sunday that the four-term senator died after a "brief and sudden" illness. Graham, an ally of President Donald Trump, had just returned from a trip to Kyiv, where he had met with Ukrainian President Volodymyr Zelenskyy. In his 23 years in the Senate, Graham helped shape a protectionist, national-security-driven approach to trade and business-friendly policies that lowered corporate tax rates. His interventionist foreign policy views also translated into support for increased defense spending. Billions of dollars in military spending ultimately flowed to his home state of South Carolina. Here's how the late lawmaker impacted American businesses and the US economy. Corporate taxes Graham was instrumental in pushing corporate tax cuts through Congress over the last decade. He was a major supporter of the 2017 Tax Cuts and Jobs Act, which lowered the corporate tax rate from 35% to 21%. During Graham's unsuccessful 2016 run for president, he made cutting corporate taxes a central part of his campaign. During a Republican primary debate in 2015, Graham argued that the corporate tax rate should be lowered to prevent businesses from relocating overseas and to help create jobs for middle-class Americans. "The best way to grow the middle class is to make it a good place to create a job," he said during a debate at the time. During Trump's second term, Graham, who chaired the Senate Budget Committee, helped clear a path in Congress for the president's 2025 tax-and-spending package, known as the One Big Beautiful Bill, which made permanent many of the corporate tax cuts the two leaders spearheaded in 2017 and restored or expanded other business-friendly policies. Nine days before his death, the senator published a statement celebrating the first anniversary of making those tax cuts permanent. "One year ago, President Trump signed the One Big Beautiful Bill into law, delivering the largest tax cut for working and middle-class families in American history," Graham wrote. "As the Senate Budget Chairman, I was proud to lead this effort alongside my Senate and House Republican colleagues. We also ended taxes on tips and overtime and delivered no taxes on Social Security benefits for over 35 million seniors." Fair trade While a broad supporter of free trade policies, Graham broke from some other Republicans in his calls to use tariffs to punish countries that, in his view, operated unfairly. In 2005, during his first term in the Senate, Graham called for aggressive tariffs against China for manipulating currency and stealing intellectual property. His views helped influence Trump's own tariff policies, which became a pillar of his administration's strategy in his second term. Graham, like Trump, argued that tariffs should be used as leverage over other governments. Graham supported using tariffs to force countries like Mexico and Canada to increase border security, both as a way to manage illegal immigration and stem the flow of fentanyl into the country. Trump's sweeping tariffs ultimately caused some headaches for American businesses, which struggled with supply chain uncertainties and rising prices. And the Supreme Court ruled in February that Trump's use of the International Emergency Economic Powers Act to unilaterally issue sweeping tariffs on US imports was illegal. In response to that ruling, Graham said it was "undeniable" that the tariffs were having their intended effect. "One of the chief reasons that our border is so secure is President Trump threatened to put tariffs on countries that were allowing illegal immigrants to pour in through our southern border and held them accountable for the problem," Graham wrote in a statement. "When it comes to finding fentanyl and other dangerous products coming into the country, President Trump has used tariffs extremely effectively." Defense spending Graham was one of the Senate's most vocal advocates for increased defense spending. After the Trump administration outlined its initial 2027 budget plans, which included a total request for $1.5 trillion for the US military, the largest single-year military funding in modern US history and a near 45% increase from the previous year, Graham called Trump "second to none" on national security. "President Trump's budget is truly historic when it comes to defense spending. It is the most robust increase in defense spending in many years, and it is more than justified by the threats we face throughout the world," he wrote in a statement in April. Graham's support for robust defense spending stemmed from his interventionist views on national security. He supported the Iraq war and opposed the withdrawal from Afghanistan. He supported Ukraine and called for sweeping sanctions and tariffs on Russia, as well as any country buying Russian oil. He also backed military support for Israel and the continuing war on Iran. His support for military spending also benefited his home state of South Carolina, which grew a large military footprint during Graham's time in the Senate. In 2024, South Carolina received nearly $7 billion in military spending through things like payroll, contracts, and construction, according to the Defense Department. A 2022 state-commissioned study found that the military supported over 250,000 jobs in the states and generated an annual economic impact of some $35 billion. Federal defense dollars have supported major bases, nuclear-weapons work, and aviation manufacturing in South Carolina. As a member of the Senate Appropriations Committee, Graham pushed money toward construction and military programs that helped secure and expand bases like Fort Jackson and Marine Corps Air Station Beaufort. In 2023, Graham said his work to bring military spending to South Carolina "will pay dividends for our state for years to come." Read the original article on Business Insider

Business Insider
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Losing my job, a beloved family member, and a long-term relationship in a short period pushed me to finally follow my dreams and move somewhere new. Trish Sissons In one week, I lost my dream tech career, a family member, and my long-term relationship. On a whim, I decided to move to Ireland (which I'd never visited) and pursue my sailing dreams. Now, I'm living out my bucket list in Dublin and can't imagine being anywhere else. I knew from my first week in Toronto that it wasn't the place for me. However, it took me six years, one death, a breakup, and the loss of my dream job for me to buy a one-way ticket out of there. It was never my intention to settle in Toronto, but when love had called, I'd answered. The partner I'd met while living in Australia had a job there. We decided we'd stay here for a few years, then move back to the country where we'd met. Still, I had a hard time acclimatizing to the concrete sprawl, especially after living in the lush Australian landscape and growing up surrounded by the rugged natural beauty of British Columbia. If I was going to stick this out, I realized I needed to appreciate Toronto for what it was — a commercial hub. I set my sights on the ultimate distraction: professional fulfillment. Luckily, I'd landed a contract job I loved in tech marketing in Toronto. I found that if I focused on work, it was easy to ignore other problems and pretend I didn't miss living near the ocean. For a while, focusing on my career helped me ignore parts of my life that weren't working Conveniently, my job in Toronto was so interesting that I could pretend I didn't miss living near the ocean. Trish Sissons After several contract extensions, I was finally offered a permanent role on my dream team, but something felt off. On one hand, I was doing work I enjoyed with people I liked and respected. On the other, the gap between my partner and me had become a chasm, and our plan to move back to Australia together felt less likely the closer it got. I had achieved the career goal I'd spent a year hustling toward, yet I was deeply unhappy. So, I decided to spend a month in Canada's Pacific Northwest. Surfing in Tofino, I realized I hadn't been in the water for six years. I hadn't done a lot of things I loved or taken any steps toward my lifelong dream of learning to sail. I'd put all my personal ambitions and passions aside to be in a city I didn't like, in service of someone else's dreams, and wound up pouring myself into work as a coping mechanism. I began to wonder, if I didn't live by the ocean, doing these things I loved so much, who was I? And if my partner decided he didn't want to leave Toronto, where would I go? I still wasn't ready to face reality, so I returned to Toronto and focused on the thing I knew would keep me tethered: my job. I turned into an ostrich, burying my head in my work, unwilling and unsure of how to fill the void. After a restructuring and a breakup, I finally pushed myself to a new place: Ireland I couldn't go somewhere I'd been before and expect a different outcome. Trish Sissons Sometimes, when you're ignoring your intuition, the world stops nudging you and starts shoving. I was good friends with my coworkers, so when the group chat started to buzz while I was on vacation, I took note. One by one, my former teammates were pulled into meetings to notify them of their termination due to restructuring. I felt for them, but I was also relieved I wasn't on their team anymore. I felt safe. When my manager texted me to ask if I could hop on a quick call, I was a bit surprised but thought it was nice of him to notify me of the staffing changes while I was on vacation. I wasn't prepared to be part of the restructuring. Or for my relationship of seven and a half years to end the day after I got back to Toronto. Or for my beloved grandma to die not long after. Sometimes, life shoves so hard the tether snaps. That's how I found myself lying on the air mattress in the spare bedroom of the Toronto house I'd grown to loathe, wondering where to go next. For me, doing something new had to start with going somewhere new. I knew I needed to be by the water again, a place with accessible hiking, surfing, and nature. And, most importantly, I had to be somewhere I could get a visa as an unemployed person over 30. Eventually, I set my sights on Ireland, a country I'd never visited. I secured a temporary visa and booked my flight for November 8, a date I picked because it just felt lucky. Eighteen months later, I'm living a 20-minute walk from the beach in Dublin. I have a great tech marketing job again, but without the sacrifice of living somewhere that doesn't feel like home. I have been surfing, I finally learned to sail, and I have found a vibrant community. Somehow, with plenty of hope but little expectation, a decision I made on a whim has led to the life of my dreams. Now, I'm working on securing my next visa so I can continue to live in Dublin, where I hope to stay for a long time. Read the original article on Business Insider

TechCrunch
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TechCrunch Mobility: A robotaxi ultimatum

By Kirsten Korosec

Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, how AI is playing a part.

Techmeme
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Mark Gurman / Bloomberg: Sources: Apple is already taping out M7 with major NPU upgrades, and plans M7 Ultra with 1.5TB RAM, and M8, for 2028; new Pencils are coming with a new iPad Pro  —  Also: New Apple Pencils are coming.  —  Apple's new Mac chip road map represents the company's latest move to rebuild …

Towards Data Science
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Two techniques, two different problems, and why the question is not really "which one wins" The post RAG vs Fine-Tuning Explained: What They Actually Do and When to Use Each appeared first on Towards Data Science.

Business Insider
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Cara West and her family moved to Europe for a better quality of life. Photo Courtesy of Cara West In 2024, Cara West moved from the US to Greece with her husband and young daughter. The family wanted a better quality of life, more affordability, and a greater sense of community. West told BI that their family is happier, but raising a child abroad isn't always smooth sailing. After Cara West became a mother in 2022, she began rethinking the kind of life she wanted for her family. She grew increasingly concerned about the cost of living in the US, the lack of community she felt in Houston, and the quality of education her child might receive. "I considered the possibility of moving abroad to live more affordably and comfortably," West, 35, told Business Insider. "I didn't want my child to attend a traditional public school in the US, and I wanted to teach her through travel and real-life experiences." The following year, West and her family tested out living in Lisbon for a few months. In Portugal, they found a lower cost of living and a quality of life that better aligned with how West and her husband wanted to raise their daughter. "After two weeks in Portugal, we knew we'd made the right decision and were ready for bigger changes," she said. In 2024, the family made their move to Europe permanent, choosing Syros, Greece — a small Cycladic island west of Mykonos — as their new home. West is a travel blogger, while her husband is a stay-at-home dad. This month, they signed a lease on a new house and renewed their visas, while their 4-year-old daughter prepares to start kindergarten. West shared with Business Insider what she sees as the biggest pros and cons of moving across the world and raising a child abroad, from learning a new language to living far from friends and family. My daughter is growing up with a strong community The family beneath the Galata Tower in Istanbul. Courtesy of Cara Celeste West While West lived in Houston, she hardly knew her neighbors and rarely spoke with them. And while she had friends, making plans was difficult, especially given the amount of time and effort it took to get something on the calendar. In Syros, West said, she's finally been able to build a community. "I would say one of the biggest pros, at least for us, is the community that we have here, from other digital nomad and expat families to the local families," she said. "The community is something that my daughter gets to grow up with. It's so special and everything I could have hoped for." In Syros, the island's small size makes it easier for her to see friends regularly. On a typical day, she often runs into someone she knows while walking around town. "We bump into each other in the streets, you know, and may go, 'oh, let's go play tomorrow, or let's meet up for coffee,'" West said. "It's much easier to make plans and for us to be in community with people." Balancing an old and new language is a delicate dance West and her daughter in a garden. Courtesy of Cara Celeste West West and her husband want their daughter to grow up feeling connected to Greek culture rather than like "an outsider," and they see learning the language as an important part of that. They've been helping her develop her Greek skills by encouraging her to speak with locals, watch Greek shows, and read Greek books. "At first, she saw it as a negative thing that she was learning Greek," West said. "Now, she's a lot more receptive and gets really excited every time she makes a local friend who speaks Greek." This year, her daughter will start at a private school where teachers will primarily speak Greek, though they will translate for English-speaking students. "I worry that as she gets settled into school, speaking Greek will be really difficult for her, but at the same time, I'm grateful that we're starting it at such a young age because I do think that she'll adapt way faster," West said. As her daughter learns Greek, West said she'll also be keeping an eye on her English skills. It's a concern many other English-speaking moms on the island share. "It's so interesting because we've been really focused on our kids feeling comfortable and confident speaking Greek, but now we're like, 'Maybe they're forgetting English,'" she said. I'm raising a worldly, open-minded child West and her daughter traveling in France Courtesy of Cara West One reason the family decided to relocate to Europe was the ease of traveling to other countries. This month alone, they visited Lisbon, Venice, and Paris. "She's only four, and we just got done visiting her 20th country," West said. "She's being exposed to customs, cultures, foods, and experiences before she even reads about them in a textbook." From hearing the Call to Prayer in Turkey to seeing the northern lights in Iceland, West's young daughter has already experienced more of the world than many people do in a lifetime. West said these experiences have helped her daughter understand early on that people live, eat, worship, and move through the world in different ways. "It's always the things that you don't think are going to stick with her," she added. "I love that she is seeing so many different ways of doing things." It's difficult being far away from family West's husband and daughter in Iceland. Courtesy of Celeste Cara West For West, living abroad also means raising her daughter far from family. It's a major concern for her, especially because her daughter is an only child. "I worry sometimes that she is missing out on things happening back in the states with my husband's and my family, and that she may not be as close to certain family members like her cousins back home," she said. To help maintain those bonds and keep up with milestones in everyone's lives, West makes sure they regularly FaceTime with family. "We just make sure that's a regular cadence for her, so she doesn't feel that disconnect when she sees them in person," she said. "And we also try at least once a year to get back to the States as well." We feel safer in Europe Cara Celeste and her husband in Santorini, Greece. Courtesy of Cara Celeste West's daughter was about 3 months old in 2022 when the Uvalde school shooting happened. At the time, West and her husband were living in Houston, roughly four hours away. The tragedy pushed her to think more seriously about where her daughter would go to school — and how safe she would be. "That, honestly, for me, was the biggest catalyst," West said. " I was like, okay, we really do need to look into what it would be like to live abroad, especially somewhere where gun laws are much more restrictive." Greece has very strict gun laws, with firearm possession generally prohibited unless a permit is issued by authorities. In Syros, West said, life on the island feels "incredibly safe." Read the original article on Business Insider

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Anthropic CEO Dario Amodei Bloomberg/Getty Images A version of this story originally appeared in the BI Tech Memo newsletter. Sign up for the weekly BI Tech Memo newsletter here. Here's some delicious AI irony for you. For years, tech giants have argued that if information is available on the internet, it can be used for AI model development and outputs. They call it fair use. Content owners have tried to prevent this, with no success. Now Anthropic, OpenAI, and Google are discovering what the rest of the internet has already learned through painful experience: once you put something online, people will find ways to use it in ways you don't like and can't stop. The latest flashpoint is something called "distillation," using the outputs of one AI model to improve another. Anthropic says competitors are harvesting its outputs at scale, turning billions of dollars of research into a shortcut for rivals. OpenAI and Google have made similar warnings recently. The fear is obvious. Why spend billions building the best AI models if someone else can recreate much of this intelligence for a fraction of the cost? That's a legitimate business concern. But here's the awkward part. Symmetry From 30,000 feet, distillation looks an awful lot like what AI companies have been doing to the rest of the internet. Scrape web content for free and without permission. Turn it into a product you sell. Argue it's fair use. Hope the lawyers sort out the details later. Anthropic says rivals are extracting intelligence from its top models. Website owners have spent the past three years saying Anthropic extracted intelligence from them. Both sides argue this is against their terms of service. The symmetry is hard to ignore. And despite pitching itself as the most ethical AI company, Anthropic is by far the worst actor here. Its data-sucking bots crawl webpages thousands of times for every one referral the company sends back to the web. Bots on both sides Anthropic, OpenAI, and especially Google, frame this as a cybersecurity issue, pointing to swarms of bots "attacking" their models to extract intelligence. But, they've been doing the same to many websites, bombarding them with so much bot crawling activity that site owners have seen their operating costs skyrocket. Not only are some websites having their content used without permission, they are paying more for the privilege. AI researchers say distillation is different from web scraping. But the AI industry can't even decide whether distillation is OK or not, or where to draw the line. There's the original, benign form of distillation, where labs use outputs from their own models to create different, often smaller, models. Then, there's what Anthropic calls "distillation attacks," where rivals use other people's AI outputs to develop or improve their own offerings. Even here, though, the lines blur, with some AI researchers now worrying that Anthropic's aggressive stance will hurt all types of distillation. Open-source AI expert Nathan Lambert calls this "distillation panic." So, let me wrap this up for you, from the AI giants' perspective: They can extract intelligence from the web for free and without permission. That's different from distillation, which is OK. Oh, but not when distillation involves using their content in ways they don't like. "A cat-and-mouse game" This contorted argument is being demolished by the brutal realities of the modern internet. Anthropic has spent months tightening access to its top models to stop competitors from learning too much. Those efforts have either backfired, or they're just spurring more elaborate workarounds. Once information goes online, clever people will figure out how to collect it, remix it, and profit from it. That's true for blogs, photos, software code, videos, and yes, AI giants' precious model outputs. "It's always a kind of a cat-and-mouse game," Zilan Qian, a researcher at the Oxford China Policy Lab, told Business Insider. As long as AI model outputs are out in the world, "people will probably find a way to get access to it." Indeed, distilling another company's AI model may even be fair use. These legal arguments can cut both ways. Welcome to the new internet, Anthropic, OpenAI, and Google. Get used to it. Sign up for BI's Tech Memo newsletter here. Reach out to me via email at abarr@businessinsider.com. Read the original article on Business Insider

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The author canceled her Amazon Prime account. Courtesy of the author I canceled Amazon Prime to save money and curb impulse purchases. The change made me rethink my dependence on one retailer. Running errands has become one of the unexpected joys of my week. I didn't get an Amazon Prime membership until the pandemic, when the allure of delivery finally outweighed the yearly cost for me. I was impressed by the convenience, and never looked back — until three months ago when my Prime membership was about to renew. My budget has tightened, and I thought that if I'd lived without it before, surely I could do it again, right? Plus, I knew I'd save money when the ease of ordering was no longer an option. There have been far too many times when I've regretted late-night purchases that I wouldn't make in the light of day. Over the holidays, for instance, I woke up to see if I could cancel the $25 Amazon order of gourmet gummy bears I had placed the night before, but it was too late. I felt free after canceling, but it was scary too I knew that letting go of Prime meant having to run more errands again, but errands are something I've caught myself wanting more of — not less. I've grown to miss running out for even silly things, like milk for my coffee and cereal the next morning. So the idea of being forced to find all of my favorite things out in the physical world again was appealing. I just wasn't used to it anymore. I'm adjusting to making lists now for the stuff I need and planning errands, but I didn't realize I wouldn't know where to buy anything anymore. Once I saw the level of dependency I had developed with Prime, I didn't want to use it anymore I became determined to figure out where my favorite products are available and have sometimes opted to order directly from the company instead of going to a large superstore for the same thing. I might spend more because of shipping costs, but I feel better about supporting a smaller company. I also feel like I've made a connection with the people behind the business, as if my direct sale is a direct thank-you. Plus, I often get some kind of bonus, such as free samples, discounts for later, or a cute memento. In some cases, I've even found new products to replace ones that, for whatever reason, I could only buy through Amazon, such as certain vitamins and supplements, and foregone other products entirely, realizing in their absence that I didn't really need them. I've returned to a more mindful shopping experience, where I consider the quality of what I'm buying or what I might be supporting through my purchase. In this way, I feel more invested in my purchasing decisions again, and like I've reclaimed some of my buying power. I've realized how much I gave up for the convenience of delivery I've learned it helps to give myself a pep talk that I'm only going inside to buy whatever it is I came for. I have failed the most at this in used bookstores and bargain stores. For instance, I went into Five Below specifically looking for a dog bed — and I left without one, but somehow I'd spent $60 on other amazing finds. While I do love everything I found that day, I didn't necessarily have the budget for it. In this way, running errands again has gotten me into trouble a few times. I knew I missed getting ready to go out for a morning or an afternoon of errands, but what I had forgotten about missing were the smaller things: hearing just the right song in the car, treating myself to an errand coffee, physically sifting through items like clothes in a store, and the simple joy of just browsing. And it does seem a little too simple sometimes, because I would have never thought that incorporating more to-dos back into my life would ultimately bring so much back to me. I'm hoping the shiny new feeling of running errands doesn't wear off, because what once felt like chores now feel like these mini adventures I've just been having so much fun on. Read the original article on Business Insider

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The author and her husband had no budget for travel while raising their five kids. Courtesy of the author We couldn't afford vacations while raising five children. Our kids found ways to explore the world as they grew older. I'm finally allowing myself to enjoy traveling without guilt. Growing up, my sisters and I had no opportunities for family trips or exciting travel adventures. Mom didn't know how to drive, and Dad was out on the road all week as a salesman. For us, an exciting, adventurous family trip was to the grocery store when Dad finally got home on Saturday (if we were really lucky, we went to the drugstore too). It was our normal, and we didn't resent it, though I had a very vivid imagination and often daydreamed myself onto a plane bound for Paris, Rome, or Timbuktu. When I grew up, I promised myself I would become a big-time traveler. My passport would groan under the weight of all those stamps. We didn't have any money As it often does, life had other plans for me. I married at age 20 to the love of my life, who also didn't have a dime. Our early married traveling adventures all revolved around our work as actors, performing throughout the South in dinner theatre, then in the Northeast with children's theatre. When our five children made their appearances, any travel hopes were back-burnered for the foreseeable future. A choice between buying Pampers and taking a trip to Bermuda was no choice at all. My dreams of exotic lands were once again deferred. I would have a pang or two when some of our more financially secure friends trotted off to Disney World with their kids (multiple times for some) or to ski in Colorado. We did our very best with budgeting, but certain things that our family valued came with steep price tags (violin and piano lessons come to mind), and there was always too much month at the end of the money. Our kids saw the world on their own As our offspring reached their teens, they had opportunities to see the world on their own, through school or music programs. Sheridan toured Europe with the Philadelphia Youth Orchestra. Rose spent a year as an exchange student in Thailand. Julie backpacked through 11 countries at age 18. I remember being so proud of them (they all worked to raise money for these opportunities) and allowing myself to envision even a little travel in my own future. Finally, the kiddos were out of the nest, and I began freelancing as a writer. My church worker's salary went into the general budget as always, but now I looked at my writing paychecks as extras, deposits on long-postponed treks to far-off lands. In the past 10 years, we've been to Europe five times and Asia once. I visited my great-grandma's birthplace in Ireland and my daughter-in-law Ya-Jhu's family in Taiwan. I felt guilty about traveling I expected to love these experiences, and I have. I didn't expect the guilt that accompanied them. Why, oh why couldn't we have gotten it together enough financially to take our brood on an Alaskan cruise? A spin through Barcelona? Or even a few days in the Magic Kingdom? Regret was draining the joy out of our travels for me. My now grown children never once expressed resentment about their upbringing, but they didn't have to; I was regretting it enough for all of us. But recently, I've been looking at life through a wider lens, and my attitude is changing. My kids have found ways to see the world, and maybe doing it on their own has made their journeys even sweeter. They seem genuinely happy for my husband and me to be hitting the road later in life. I can't undo the past, go to med school or become an investment banker. Our money memories will always be memories of struggles. I believe my children all inherited my curiosity about the world, and that they are proud to turn their own dreams into reality. My mom often talked about going to Dublin and Honolulu, but she never got to either place. At almost 70, I understand on a deep level that life is very short, tomorrow is promised to no one. So maybe it's OK to seize the moments we have left, to see some of this wide, wonderful world for ourselves before it's too late. Our 50th wedding anniversary is coming up, and I'm researching hotels in Portugal and camel rides in the Sahara, with excitement and gratitude. And no more guilt. Read the original article on Business Insider