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AI Smart Assistant Gets to Work in City Planning Department

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City staff in the planning department at Bellevue, Wash., have a new assistant that already has a commanding understanding of development codes, zoning maps and other detailed information.

The department has been using an AI-powered “smart assistant” to aid in the city’s permitting processes. Earlier this month, Bellevue moved the project — a partnership with Govstream.ai — from its early testing phase to “real-world scenarios,” Sabra Schneider, Bellevue CIO, said.

The smart assistant tool has been trained in the city’s development code, GIS data, zoning codes, parcel data, permit history and more so that it can assist in speeding up the permitting process, Safouen Rabah, founder and CEO for Govstream.ai, said.


“The system drafts code-cited emails, checks plans for completeness, flags zoning conflicts, and answers routine questions,” Rabah said via email. “But staff always remain in control — reviewing, editing and making final decisions.”

The assistant is three tools in one, Schneider said via email: chat, email and voice, “all tied into the same knowledge base and built for government use, with traceability and staff oversight built in from the start.”

For now, planning staff is using the AI assistant to look up parcel-specific zoning rules and then generate draft responses to resident inquiries, with citations to the development code.

“We’re also starting to use the tool to analyze conversations between the AI assistants and staff for thematic insights about how our community interacts with different aspects of permitting,” Schneider said.

Ultimately, technology like this smart assistant will free staff from repetitive tasks — which Rabah described as “document toil” — allowing them to focus on “judgment-driven work like safety, equity and community priorities.”

Bellevue also plans to extend the technology to the public so that residents, designers or contractors can also benefit from fast, “citation-based answers” to questions regarding projects or processes, Schneider said.

Initiatives like the Govstream.ai pilot stem from Bellevue’s Innovation Forum, which brought together members of the community, startups, students and others to brainstorm how to enhance city services and the overall quality of life — part of a broader strategy, Schneider said, to make innovation more open and actionable. The city will host a Civic Innovation Day Oct. 16 to highlight civic innovation in the greater Puget Sound area.

AI tools that help to cut down on repetitive tasks, search quickly through data or smooth out workflow gaps work in the kinds of areas where experts say artificial intelligence can bring value to organizations. The technology, they stress, should serve people.

“When I talk about artificial intelligence, I not only talk about computation. I talk about people, first and foremost,” Nathan McNeese, founding director of the Clemson University Center for Human-AI Interaction, Collaboration and Teaming, said during a recent webinar to discuss the new report, Strategies for Integrating AI into State and Local Government Decision Making: Rapid Expert Consultation, by the National Academies of Sciences, Engineering and Medicine.

“You need to understand who your people are before you can even have the idea of putting AI into an organization. Because AI’s going to fail in your organization if people are not your first consideration,” he said.

And starting small — a pilot project in one city department, limited to internal staff — is also advisable, Suresh Venkatasubramanian, a computer science professor at Brown University, where he directs the Center for Technological Responsibility, Reimagination and Redesign, said as he urged tech leaders to embrace an ethos of experimentation and “sandboxing” to understand how the AI systems work, within a specific context.

“AI is not like buying a piece of software, you buy it once, and it’s done, because it serves a specific purpose,” Venkatasubramanian said during the webinar. “It’s one of those things where it’s an ongoing conversation amongst the folks using the system, the folks impacted by the system.”

Skip Descant writes about smart cities, the Internet of Things, transportation and other areas. He spent more than 12 years reporting for daily newspapers in Mississippi, Arkansas, Louisiana and California. He lives in downtown Yreka, Calif.





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2 Artificial Intelligence (AI) Stocks to Buy Before They Soar Under President Trump

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Key Points

  • President Trump’s megabill kept the corporate tax rate at 21% and allows companies to deduct domestic research and development spending immediately.

  • Nvidia GPUs are the gold standard in AI infrastructure, and the company should benefit as autonomous robots and self-driving cars become more prevalent.

  • Meta Platforms is leaning on AI to boost engagement across its social media properties, and it recently introduced advertising on Threads and WhatsApp.

  • 10 stocks we like better than Nvidia ›

President Donald Trump signed the One Big Beautiful Bill Act into law on July 4. The legislation is nearly 900 pages and includes a litany of provisions, but two in particular should benefit Nvidia (NASDAQ: NVDA) and Meta Platforms (NASDAQ: META).

  • The bill made permanent the corporate income tax rate of 21% that had previously been a temporary level set as part of the 2017 Tax Cuts and Jobs Act (TCJA). Because the corporate tax rate will not return to its pre-TCJA level of 35%, companies won’t face downward pressure on their profit margins from higher taxes, so Nvidia and Meta should be able to keep heavily repurchasing their shares. Only two companies in the S&P 500 spent more on buybacks in the last 12 months.
  • The bill repealed the rule requiring mandatory amortization of domestic research and development (R&D) spending, which means companies can immediately deduct those costs from their taxable income rather than gradually writing them off. So the tech giants’ aggressive investments in artificial intelligence (AI) product development will result in faster tax savings.

My reasoning as to why Nvidia and Meta Platforms will benefit from Trump’s megabill could be applied to several other companies as well. For instance, Apple and Alphabet spent more than those two on stock buybacks in the last 12 months. Nevertheless, I think Nvidia and Meta look like particularly compelling long-term investment ideas now.

Where to invest $1,000 right now? Our analyst team just revealed what they believe are the 10 best stocks to buy right now. Continue »

Image source: Getty Images.

1. Nvidia

Nvidia reported solid results for its fiscal 2026 second quarter, beating estimates on the top and bottom lines. Sales rose 56% to $46.7 billion in the period, which ended July 27, due to particularly strong growth in its data center and automotive segments, and non-GAAP earnings increased 54% to $1.05 per diluted share. CEO Jensen Huang noted extraordinary demand for the new Blackwell GPU, which he described as the platform at the center of the artificial intelligence (AI) race.

Nvidia’s hardware is likely to maintain its status as the gold standard in AI infrastructure as physical AI technologies like autonomous robots and self-driving vehicles become more common. The company not only designs data center GPUs and on-device processors to run AI workloads, but also provides pretrained models and software tools to streamline the AI development process.

“We build technology that almost every self-driving car company uses,” Huang told attendees at the company’s GTC conference earlier this year. For instance, Tesla uses Nvidia GPUs to train AI models for its full self-driving software. Alphabet’s Waymo and Amazon‘s Zoox use Nvidia hardware and software to train models in data centers, and also to power decision-making in robotaxis.

Another reason Nvidia stock could soar under Trump is his recent decision to reverse the export restrictions that prevented the company from selling its H20 GPU to buyers in China. The H20, built on the company’s last-generation Hopper architecture, is a less powerful variant of its popular H100. Trump has also said he may allow Nvidia to sell a scaled-back version of its newer Blackwell GPUs in China. The company has already designed a chip (the B30A) that may fit the bill, according to Reuters. But Huang says getting approval from Trump will take time.

The consensus outlook among Wall Street analysts is that Nvidia’s earnings will increase by 34% annually over the next three years. That makes its current valuation of 58 times earnings look fair. Having said that, the semiconductor industry is notoriously cyclical, so investors who buy Nvidia stock today should be prepared to hold on through some volatility.

2. Meta Platforms

Meta Platforms reported impressive second-quarter financial results that exceeded estimates on the top and bottom lines. Revenue increased 22% to $47.5 billion, operating margin expanded by 5 percentage points, and GAAP earnings jumped by 38% to $7.14 per diluted share.

Investors have good reason to expect that momentum will continue. Meta Platforms is the second-largest ad tech company in the world as measured by revenue. Ad tech spending is projected to increase at 14% annually through 2030, and Malik Ahmed Khan at Morningstar earlier this year wrote, “Meta is a digital advertising juggernaut poised to increase its market share.”

Why? Its ecosystem includes Facebook, Instagram, and WhatsApp, three of the four most popular social media networks in terms of monthly active users. In total, Meta’s platforms draw more than 3 billion people daily, which affords the company a deep understanding of consumer tastes. That alone makes it a compelling advertising partner.

However, Meta is using artificial intelligence to improve the user experience and boost engagement across its social media platforms. CEO Mark Zuckerberg told analysts on the second-quarter earnings call that time spent on Facebook increased 5% and time spent on Instagram increased 6% due to the advancements the company had made in its underlying recommendation systems.

Additionally, Meta has hitherto untapped monetization opportunities. It recently introduced advertising on Threads (a social media platform similar to X) and WhatsApp. The company has yet to articulate a monetization strategy for Meta AI, but the generative AI application has more than 1 billion monthly active users and could be a meaningful source of revenue in the future.

Wall Street analysts expect Meta Platform’s earnings to increase at a 17% annualized rate over the next three years. That makes its current valuation of 27 times earnings look quite reasonable. Investors with a three- to five-year time horizon should feel comfortable opening a small position in this stock today.

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Trevor Jennewine has positions in Amazon, Nvidia, and Tesla. The Motley Fool has positions in and recommends Alphabet, Amazon, Apple, Meta Platforms, Nvidia, and Tesla. The Motley Fool has a disclosure policy.

Disclaimer: For information purposes only. Past performance is not indicative of future results.



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Intelligence is not artificial | The Catholic Register

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On our Comment pages, Sr. Helena Burns issues a robust call for a return to “old school” means of acquiring, developing and retaining knowledge in the age of AI.

Traditionalist though she might be in many ways, however, Sr. Burns’ appeal is not simply to revive the alliterative formula of Readin’, Writin’ and Arithmetic. Rather, she urges a return to the lost arts of using libraries, taking notes, listening to wiser heads, and above all using our own brains rather than relying on the post in the machine to explain the world. 

“We can rebuild a talking, thinking, literate, memorizing culture. But it’s a slow build. It always was, always will be, and it starts when you’re a kiddo. Children in school are now saying they don’t want to learn how to read and write because computers will do it for them. They don’t know that they’re surrendering their humanity,” she writes.

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The good news is that the much-rumoured surrender seems to be much further off than predicted in the recent frenzy over ChatGPT and its cohorts purportedly being thisclose to taking over the world and doing everything from producing perfect sour grapes to writing editorials. 

In facts, recent reports particularly in the financial press, suggest AI-mania is already plateauing, if not hitting a downward curve. That doesn’t mean it won’t still cause significant disruption in workplaces or in how we navigate the storm-tossed seas of daily life. It doesn’t mean we can simply shrug off the statistic Sr. Burns cites of a reported 47 per cent decline in neural engagement among those who relied on artificial intelligence to help complete an essay versus those who got ink under their fingernails. 

But as techno journalist Asa Fitch reported last week, Meta Platforms has delayed rollout of its next AI iteration, Llama 4 Behemoth, because of engineering failures to significantly improve the previous model. Open AI, meanwhile, overhyped its follow up ChatGPT 5 and saw it effectively flatline in the market.

Business leaders, already sceptical of security and privacy concerns with AI, have hardly been reassured by the “tendency of even the best AI models to occasionally hallucinate wrong answers,” Fitch writes.

More critically, many businesses looking at the allure of AI don’t yet know, in very practical terms, what it can do for their particular sector. We tend to forget that from the “future is now” advent of the Internet, it took the better part of a decade before society began to appreciate its ubiquitous uses.

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University of California, San Diego psychology professor Cory Miller points out there even more formidable barriers to broad AI adaptation. Not the least of such obstacles are the requirements for, as Miller says, “enormous hardware, constant access to vast training data, and unsustainable amounts of electrical power (emphasis added).”

How unsustainable? A human brain, Miller writes, “runs on 20 watts of power – less than a lightbulb.”

AI by contrast?

“To match the computational power of a single human brain, a leading AI system would require the same amount of energy that powers the entire city of Dallas. Let that sink in for a second. One lightbulb versus a city of 1.3 million people,” he says. 

The comparison is arithmetically sobering. It’s also ultimately a hallelujah chorus to the glory of creation that is humankind. We exist in a culture awash – it often seems perversely pridefully – in self-underestimation and outright denigration. Oh, to deploy Hamlet’s immortal phrase, what a piece of work is man.

Without question, evil lurks in our darker corners and threatens to beset our best and brightest achievements. But achieve we do as we collectively engage the unique phenomenal 20-watt light bulb brains that are the universal gift from God, our Sovereign Lord and Creator.

In another column in our Comment section, Mary Marrocco illuminates the dynamic of that gift and that engagement, quoting St. Athanasius’ observation that “when we forgot to look up to God, God came down to the low place we’d fixed our gaze on.”

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The outcome was the glorious rise of our Holy Mother the Church, whose cycle of liturgical years, year after year, reminds us of who we are, what we are, and to whom we truly belong.

There is not a shred of artificiality in the intelligence of the resulting library (biblio) of the Bible’s books, its Gospels, its Good News. There is only God’s Word, the most extraordinary conversation any child, any human being, could ever be invited to learn from 

A version of this story appeared in the August 31, 2025, issue of The Catholic Register with the headline “Intelligence is not artificial“.



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Has artificial intelligence finally passed the Will Smith spaghetti test? – Sky News

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Has artificial intelligence finally passed the Will Smith spaghetti test?  Sky News



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