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Jerome Powell Says AI Already Reshaping Workforce, But Impact Still Hard to Measure

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Federal Reserve Chair Jerome Powell acknowledged on Wednesday that artificial intelligence is already upending the U.S. workforce, though he cautioned it is still difficult to determine the scale of its impact.

“I think my view, which is also a bit of a guess, but widely shared, I think, is that you are seeing some effects but it’s not the main thing driving it,” Powell told reporters during a press conference following the conclusion of the Fed’s September policy meeting.

Powell pointed to early signs of AI’s influence on the job market for younger workers, especially recent college graduates.

“It may be that companies or other institutions that have been hiring younger people right out of college are able to use AI more than they had in the past,” he said. “That may be part of the story. It’s also part of the story, though, that job creation more broadly has slowed down.”

While downplaying AI as the sole driver of labor market changes, Powell’s remarks mark one of the most high-profile acknowledgments yet from a U.S. policymaker that the technology is beginning to reshape hiring and employment patterns.

Divided Views Among Business Leaders

Powell’s comments come amid an intensifying debate among CEOs and economists about the speed and severity of AI-driven job displacement.

Anthropic CEO Dario Amodei sparked controversy earlier this summer by predicting that AI could eliminate half of all entry-level white-collar jobs within one to five years. Ford CEO Jim Farley has voiced similar concerns about AI’s disruptive force on employment.

Others have pushed back against such stark forecasts. Nvidia CEO Jensen Huang, whose company is at the center of the AI revolution, has argued that AI will not wipe out jobs but rather create new ones by boosting productivity and giving workers new tools. Huang has described AI as “a tool for everyone” that will allow people to do more, not less.

OpenAI CEO Sam Altman has also urged caution against alarmist timelines, questioning Amodei’s predictions. At a Federal Reserve conference earlier this summer, Altman acknowledged AI’s power but suggested the technology may augment human productivity as much as it replaces jobs.

Even so, more corporate leaders and analysts lean toward the view that AI will have a heavy impact on job security. Already, some companies including JPMorgan and Klarna, have cited AI as a reason for reducing headcount, saying automation is allowing them to streamline operations.

Powell’s Previous Warnings

The Fed chair has not shied away from the broader implications of AI. In testimony before the Senate Banking Committee in June, Powell told lawmakers the technology could “make really significant changes in the economy, in the labor force.”

“It can either augment people’s productivity, or it can replace people, or it can do a little bit of both. But it’s going to be something,” he said at the time.

Balancing Risks and Productivity Gains

The split among business leaders reflects the uncertainty facing policymakers like Powell. Economists have long warned that technological shocks can be uneven, benefiting productivity and corporate profits while leaving displaced workers struggling to adjust.

Powell’s remarks on Wednesday suggest he sees AI as one of several forces weighing on the labor market, but not yet the primary driver. Still, his decision to address the issue at length underscores that the Fed is taking seriously the possibility that AI could accelerate structural changes in employment — and that those changes may complicate the central bank’s job of balancing inflation and growth in the years ahead.

Mourinho: The Entrepreneur in Football

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When people think of José Mourinho, they often picture his tactical victories, press conference theatre, and collection of trophies across Europe. Yet there is another way to understand his career. Mourinho has acted not only as a football manager but also as an entrepreneur and investor. His approach to clubs resembles the way a venture capitalist approaches companies, seeking rapid returns and moving on when the cycle reaches maturity.

The Value Mourinho Delivers

Mourinho’s core value to any club is immediate impact. He does not arrive to spend five or ten years quietly building an academy pipeline or reinventing the culture. Instead, he promises trophies and a winning mentality in the short term. His track record shows how effective this model can be. At Porto he lifted the Champions League, at Inter Milan he delivered a treble, and at Roma he secured their first European title. Each of these achievements transformed the status of the clubs he managed and raised their international visibility. For boards and investors, Mourinho is a guarantee of relevance.

How He Operates

Mourinho’s coaching style mirrors the way entrepreneurs restructure assets. He reshapes squads by demanding players who embody resilience and experience. He introduces a tactical framework that is both his intellectual property and his competitive advantage. His teams defend with discipline, transition with speed, and thrive in knockout competitions. The cycle often follows a familiar pattern. The first season brings order, the second season brings peak results, and the third season often shows signs of strain. What appears as decline can also be seen as the natural conclusion of an investment cycle.

The Business Behind the Coaching

The financial aspect of Mourinho’s model is as important as the footballing one. He negotiates contracts that place him among the highest-paid managers in the world, while also ensuring that early dismissals come with lucrative compensation. These severance payouts, which have reached tens of millions across different clubs, form a reliable part of his income stream. At the same time, his presence boosts commercial revenues. Sponsors, broadcasters, and fans all respond to the magnetism of the Mourinho brand. For clubs, the short-term costs are high, but the exposure and the likelihood of winning trophies often justify the investment.

Lessons in Leadership

There are lessons from Mourinho’s career that resonate beyond football. The first is the importance of delivering quick wins in order to establish credibility. The second is the recognition that some leadership roles are inherently short term and should be managed as such. The third is the value of a strong personal brand, which can sustain opportunities even when specific ventures falter. Mourinho also demonstrates the importance of contract negotiation that secures protection in difficult moments. Above all, his career shows that adversity can be used as a unifying tool, since he often frames challenges as battles that bring his teams together.

Mourinho’s career is often described as turbulent, but it can also be seen as a sophisticated business model. He enters clubs, delivers rapid results, extracts both sporting and financial value, and then departs when the returns have peaked. This is the behaviour not only of a football manager but of a seasoned entrepreneur. Whether his next destination is Benfica or another ambitious club, Mourinho will approach it as his next venture. In that sense, he remains football’s most recognisable entrepreneur on the touchline, constantly seeking the next opportunity to invest his methods and reap short-term success.

Former Periscope Founders Return with AI Startup Macroscope, Targeting Developer Productivity

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In Silicon Valley’s increasingly crowded AI ecosystem, a familiar set of founders is betting that engineers and product leaders need more than just code generation—they need a system of understanding.

Kayvon Beykpour, Twitter’s former head of product and co-founder of Periscope, on Wednesday announced the launch of Macroscope, an AI-powered platform designed to summarize codebase changes, flag bugs, and deliver real-time insights for developers and product teams.

Macroscope, founded in July 2023 by Beykpour, his longtime collaborator Joe Bernstein, and Rob Bishop, the entrepreneur who previously sold his computer vision startup Magic Pony Technology to Twitter, is positioning itself as what the team calls an “AI-powered understanding engine.” The company, headquartered in San Francisco, has already attracted $40 million in funding, including a $30 million Series A round led by Lightspeed’s Michael Mignano, with backing from Thrive Capital, Adverb, and Google Ventures, according to Tech Crunch.

Beykpour said the motivation came from lived frustrations during his career. “I feel like I lived this pain…at every company I worked at, whether it was the startups that we built ourselves, or whether it was enormous public companies like Twitter,” he told TechCrunch. As Twitter’s product chief, he said much of his time was spent “trying to get a sense for what everyone was doing” among thousands of engineers—a task he described as his “least favorite part of the job.”

How Macroscope Works

Macroscope begins with GitHub integration, giving it access to a customer’s codebase. From there, teams can add optional connections to Slack, Linear, and JIRA. Its system then performs “code walking” using Abstract Syntax Trees (ASTs)—structural representations of programming code—paired with large language models to contextualize how a codebase works.

Engineers can use the platform to:

  • Catch bugs in pull requests (PRs)
  • Summarize code changes and PRs
  • Track how the codebase evolves over time
  • Ask research-based natural language questions about the code

Product leaders, meanwhile, gain real-time summaries of updates, productivity metrics, and answers to natural language queries about team priorities. Beykpour highlighted its accessibility: “You can ask natural language questions, regardless of what your technical ability is. This might be very useful if you’re trying to learn about the code base without distracting a senior engineer.”

Competitive Edge in Code Review

While no product matches the full scope of Macroscope’s offering, the company acknowledges competition in the code review market, including tools like CodeRabbit, Cursor Bugbot, Graphite Diamond, and Greptile. In internal benchmarking across 100 real-world bugs, Macroscope said its platform caught 5% more bugs than the next-best tool, while generating 75% fewer comments, results it has publicly documented in a blog post.

The service is priced at $30 per active developer per month (with a five-seat minimum), alongside enterprise options and custom integrations. It requires GitHub Cloud for use. Early adopters include startups and established firms such as XMTP, United Masters, Things, Bilt, Class.com, Seed.com, ParkHub, A24 Labs, and others.

The startup currently employs 20 people.

Macroscope vs. GitHub Copilot and Beyond

Macroscope’s debut adds another dimension to a growing category of AI-powered developer tools that are reshaping workflows. GitHub Copilot, the most widely known entrant, focuses primarily on code completion and generation, acting as an AI “pair programmer.” Its success has driven Microsoft-owned GitHub deeper into the AI productivity race, embedding Copilot into Visual Studio and offering enterprise-grade copilots for project management.

Macroscope, by contrast, aims to go beyond generation by acting as an organizational intelligence layer—tracking, summarizing, and explaining how codebases evolve. Where Copilot might help write a function, Macroscope helps a product lead understand what functions the engineering team delivered this week.

Other competitors are also carving niches. Replit’s Ghostwriter is targeting individual developers with real-time coding assistance. Amazon CodeWhisperer integrates tightly with AWS, suggesting fixes and code snippets tailored to cloud infrastructure. Tools like Cursor are experimenting with AI-native development environments. Each is pursuing a narrower slice of the market, while Macroscope’s founders pitch theirs as a unifying tool for engineers and managers alike.

For Macroscope, that means serving as the connective tissue between GitHub repositories, project management systems, and leadership dashboards. The company’s challenge will be convincing large enterprises—where the pain point of coordination is most acute—that Macroscope can outperform a patchwork of existing tools.

Lockey Locksmith LLC: Smart Access, Risk Management, and ROI For Modern Workplaces

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Security is not just an IT conversation. It lives at your doors, loading bays, server closets, and storage rooms. For founders and operators who think in terms of risk, uptime, and customer trust, physical access is a business system that deserves the same rigor as payment processing or data backups. The good news is that modern lock technology has matured. With the right roadmap you can cut key chaos, reduce shrink, and align compliance without making entry painful for staff or customers.

Treat Doors Like Critical Infrastructure

If a front door sticks or a rear exit fails to latch, you have a reliability problem. Think in outcomes. You want high availability of legitimate entry and high resistance to unauthorized access. Start with Grade 1 deadbolts and reinforced strikes that anchor into the framing stud. Add door position sensors on secondary exits so managers get alerts when a door is propped open. For facilities with shift changes, keypad or mobile credentials remove the cost and risk of circulating keys.

Convert Access Into Data You Can Use

Keys are invisible. Digital credentials create event logs that answer who, when, and where. Those logs support investigations, help resolve delivery disputes, and can reduce insurance premiums. Cloud access platforms now integrate with HR systems so onboarding and offboarding automatically grant or revoke physical access alongside email accounts. That alignment closes a common security gap and saves hours of manual work.

Balance UX With Policy

Security that frustrates staff will be bypassed. Aim for simple, consistent patterns. For example, main entrances get mobile or card credentials, private spaces get keypad codes with short time windows, and emergency exits get panic hardware that meets local fire code. Storefronts and clinics benefit from privacy cylinders on interior doors to protect records and valuables while keeping public areas welcoming.

Coastal Reality Check

Hardware lives in the real world. In Palm Coast and other coastal markets, salt and humidity punish cheap metals and misaligned latches. Specify marine grade stainless or solid brass finishes for exterior doors. Schedule short quarterly tune ups that include hinge tightening, strike alignment checks, and a touch of dry lubricant in the keyway. Small preventive steps preserve the smooth feel that keeps doors in service during peak hours and storm season.

Build A Decision Framework That Scales

Do not rip and replace everything. Prioritize like an engineer. Start with the highest risk doors, then work outward. For each opening ask four questions: What is the threat, what is the cost of failure, what is the user experience, and how will we maintain it. Document choices so new managers inherit reasoning, not guesswork.

If you are weighing cost versus benefit on existing hardware, this practical explainer on Rekey or Replace? breaks down when a cylinder swap is enough and when a full upgrade is the smarter long term move.

Local Expertise Multiplies ROI

Technology is only as good as the install. Door materials, frame condition, and code requirements vary by building and region. A proven palm coast locksmith understands common Florida door types, HOA rules, and corrosion challenges that do not show up on a spec sheet. That knowledge reduces callbacks, protects warranties, and keeps your access plan aligned with the realities of your site.

Simple Wins You Can Ship This Quarter

  • Replace short strike screws with 3 inch screws that grab the framing stud.
  • Add door position sensors to back doors and link alerts to your team chat.
  • Move high traffic entries to keypad or mobile credentials to eliminate key circulation.
  • Standardize finishes and hardware models across locations for easier maintenance and spares.
  • Create a playbook for lockouts and lost credentials so night managers are never guessing.

Friendly Help For Your Next Security Upgrade

Lockey Locksmith LLC helps operators turn doors into dependable business systems. The team specifies hardware that fits Florida weather, installs with precision, and integrates smart access so managers get visibility without friction. From rapid rekeys to multi site rollouts with cloud dashboards, you get clear pricing, clean workmanship, and mobile support that keeps your schedule and staff moving.

Lockey Locksmith LLC
Palm Coast, FL 32164
386-449-9023
lockeylocksmithllc.com

 

Ozak AI Token Enters Phase 6 at $0.012, Presale Surpasses 1,100% Growth Since Launch

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The Ozak AI presale has now reached Phase 6, where the current price has been fixed at 0.012. Since the start of the event, the token has grown more than 1,100%, marking a clear milestone in its progression. Over 902 million tokens have been sold to date, raising more than $3.2 million. The project team has confirmed that the next price increase will lift the token to $0.014, with a $100 minimum entry required.

Phase 6 Presale at $0.012 Reaches 1,100% Growth

Phase 6 highlights the rapid expansion of the Ozak AI presale. The price point of $0.012 represents strong upward momentum from its earliest stage, where the token was available at fractions of a cent. Current figures show that more than 902 million tokens are now in circulation through the presale, with funds raised surpassing $3 million.

The tokenomics of Ozak AI confirm a total supply of 10 billion $OZ. 30% is allocated to the presale, 30% to ecosystem and community incentives, 20% to reserves, 10% to liquidity and listings, and 10% to the team. Its distribution is made to facilitate growth in addition to the presale and sufficient supply to adopt and develop.

The team has also unveiled the Ozak AI Rewards Hub to increase activity in the community during Phase 6. A pool of 1 million dollars has been awarded to those who finish simple tasks that include daily check-ins, wallet connections, and polls. This program will be used to create awareness of the current presale of 0.012 and create more interaction before the next stage.

AI-Powered Ecosystem Supporting Presale Momentum

The underlying technology has resulted in great presale growth. The platform is designed to provide predictive analytics for financial markets by combining machine learning with decentralized networks. It has the Ozak Stream Network (OSN) for real-time data, DePIN for secure distributed infrastructure, Ozak Data Vaults for storage, and customizable Prediction Agents for user-driven insights.

According to the project, these deliver insights in near real-time so traders and institutions can act fast. The Prediction Agents that can be customized are emphasized as a resource allowing users without the experience of coding to build AI models using them.

The platform is supported by the $OZ token. It powers transactions, enables Prediction Agent customization, supports governance, and rewards contributors. As usage grows, the demand for the token will increase, and the Phase 6 presale price of $0.012 and the 1,100% growth so far are no-brainers.

Conclusion

Ozak AI has entered Phase 6 at $0.012 with 1,100% growth. 902 million tokens sold for over $3 million, and the next price increase is $0.014. AI-driven analytics, decentralized networks, and clear tokenomics mean the presale is getting closer to $1.

For more information about Ozak AI, visit the links below.

Website: https://ozak.ai/

Twitter/X: https://x.com/OzakAGI

Telegram: https://t.me/OzakAGI