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Intuit announces major gen AI upgrades for developers

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Intuit announced major updates to its generative AI development capabilities through recent updates to its proprietary GenOS system.

Officially released last June, Intuit’s GenOS, part of Intuit’s platform architecture, is described as a proprietary Generative AI operating system for Intuit developers, which boasts custom-trained financial large language models that specialize in solving tax, accounting, marketing, cash flow and personal finance challenges as well as a catalog of best-in-class LLMs, including commercial, proprietary and open-source base models for fine-tuning.

Since then, Intuit has experimented with hundreds of different use cases, allowing its engineers and developers to “responsibly design, build, and deploy breakthrough generative AI (GenAI) experiences with unparalleled speed.” These experiments have already yielded customer-facing solutions, like Intuit Assist, which was released just three months afterwards in September 2023.

Intuit believes these latest updates will accelerate its generative AI development capacities even further. Developers have access to a new tool that lets them identify the best LLMs for specific use cases; store, version, retrieve, manage and templatize prompts; gain visibility into exactly how the LLM is decomposing the prompt into discrete tasks to produce a response; and evaluate application performance in terms of quality, latency and cost.

Intuit also pointed to other enhancements to the already existing components of GenStudio, GenRuntime and GenUX.

GenStudio, the developer sandbox, already includes access to Anthropic Claude via AWS Bedrock, Gemini from Google Cloud, LLaMa from Meta AI and Mistral from Mistral AI to supplement its own custom-trained domain-specific LLMs and OpenAI GPT models via Microsoft Azure. Intuit said GenStudio can now add new and updated LLMs in just days.

GenRuntime features an intelligent layer that accesses data and capabilities to perform planning, execution, memory and knowledge retrieval functions as well as tools to ground commercial and open source LLMs in Intuit domain-specific knowledge. GenRuntime now has the ability to enable “agentic workflows.” Agentic workflows, basically, allow an LLM to act on behalf of users to perform tasks or provide assistance by leveraging their capabilities to act as an intelligent intermediary between users and the information or services they require. This allows models to move beyond basic prompting to autonomous planning, reasoning and execution to tackle complex business workflows.

GenSRF—the security, risk and fraud prevention component—now has additional guardrails in addition to its existing extensible and configurable framework that includes embedded safety, privacy and security controls. Intuit also pointed to updates to GenUX, which provides user experience components, widgets and patterns for front-end developers; it said the UX library is continuously updated so developers have the latest UX elements for optimal customer experiences.

Alex Balazs, executive vice president and chief technology officer with Intuit, said that GenOS has already enabled many new opportunities, and he is looking forward to further developments.

“Intuit’s proprietary GenOS is the key to unlocking new opportunities to fuel consumer and small and mid-market business success with GenAI,” said Balazs. “Over the past year, we’ve increased our pace of innovation by enabling product teams to turn new ideas into live customer experiments in just days, and built out our GenOS to speed time-to-market for ideas that rise to the top. We’re proud of the progress we’ve made and fired up about the ‘done for you’ future we’re creating for our customers to power their prosperity.”

Intuit has long been interested in using AI to enhance the functionality of its products but has leaned extra hard into the technology once generative AI became widely available.

In June the company announced plans to lay off about 1,800 workers (see previous story), approximately 10% of its personnel, as part of its larger plans for artificial intelligence.

Intuit said this is not a cost-cutting move, as the company actually expects its overall headcount to grow in fiscal year 2025 and beyond, starting with hiring about 1,800 new people primarily in engineering, product and customer-facing roles such as sales, customer success and marketing. These new staff members will support Intuit’s plans to accelerate investments in generative AI. For example, the company plans to use its proprietary “GenOS” to shift its products from traditional workflows to AI-native experiences. It is planning to hire additional engineers to support this push.

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Accounting

FASB proposes guidance on accounting for government grants

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The Financial Accounting Standards Board issued a proposed accounting standards update Tuesday to establish authoritative guidance on the accounting for government grants received by business entities. 

U.S. GAAP currently doesn’t provide specific authoritative guidance about the recognition, measurement, and presentation of a grant received by a business entity from a government. Instead, many businesses currently apply the International Financial Reporting Standards Foundation’s International Accounting Standard 20, Accounting for Government Grants and Disclosure of Government Assistance, by analogy, at least in part, to account for government grants.

In 2022 FASB issued an Invitation to Comment, Accounting for Government Grants by Business Entities—Potential Incorporation of IAS 20, Accounting for Government Grants and Disclosure of Government Assistance, into GAAP. In response, most of FASB’s stakeholders supported leveraging the guidance in IAS 20 to develop accounting guidance for government grants in GAAP, believing it would reduce diversity in practice because entities would apply the guidance instead of analogizing to it or other guidance, thus narrowing the variability in accounting for government grants.

Financial Accounting Standards Board offices with new FASB logo sign.jpg
FASB offices

Patrick Dorsman/Financial Accounting Foundation

The proposed ASU would leverage the guidance in IAS 20 with targeted improvements to establish guidance on how to recognize, measure, and present a government grant including (1) a grant related to an asset and (2) a grant related to income. It also would require, consistent with current disclosure requirements, disclosure about the nature of the government grant received, the accounting policies used to account for the grant, and significant terms and conditions of the grant, among others.

FASB is asking for comments on the proposed ASU by March 31, 2025.

“It will not be a cut and paste of IAS 20,” said FASB technical director Jackson Day during a session at Financial Executives International’s Current Financial Reporting Insights conference last week. “First of all, the scope is going to be a little bit different, probably a little bit more narrow. Second of all, the threshold of recognizing a government grant will be based on ‘probable,’ and ‘probable’ as we think of it in U.S. GAAP terms. We’re also going to do some work to make clarifications, etc. There is a little bit different thinking around the government grants for assets. There will be a deferred income approach or a cost accumulation approach that you can pick. And finally, there will be different disclosures because the disclosures will be based on what the board had previously issued, but it does leverage IAS 20. A few other things it does as far as reducing diversity. Most people analogized IAS 20. That was our anecdotal findings. But what does that mean? How exactly do they do that? This will set forth the specifics. It will also eliminate from the population those that were analogizing to ASC 450 or 958, because there were a few of those too. So it will go a long way in reducing diversity. It will also head down a model that will be generally internationally converged, which we still think about. We still collaborate with the staff [of the International Accounting Standards Board]. We don’t have any joint projects, but we still do our best when it makes sense to align on projects.”

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Accounting

In the blogs: Questions for the moment

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Fighting scope creep; QCDs as the year ends; advising ministers; and other highlights from our favorite tax bloggers.

Questions for the moment

  • CLA (https://www.claconnect.com/en/resources?pageNum=0): One major question of the moment: What can nonprofits expect from future federal tax policies?
  • Mauled Again (http://mauledagain.blogspot.com/): Not long ago, about a dozen states would seize property for failure to pay property taxes and, instead of simply taking their share of unpaid taxes, interest, and penalties and returning the excess to the property owner, they would pocket the entire proceeds of the sales. Did high court intervention stem this practice? Not so much.
  • TaxConnex (https://www.taxconnex.com/blog-): What are the best questions to pin down sales tax risk and exposure?
  • Current Federal Tax Developments (https://www.currentfederaltaxdevelopments.com/): In Surk LLC v. Commissioner, the Tax Court was presented with the question of basis computations related to an interest in a partnership. The taxpayer mistakenly deducted losses that exceeded the limitation in IRC Sec. 704(d), raising the question: Should the taxpayer reduce its basis in subsequent years by the amount of those disallowed losses or compute the basis by treating those losses as if they were never deducted?

Creeping

On the table

  • Don’t Mess with Taxes (http://dontmesswithtaxes.typepad.com/): What to remind them, as end-of-year planning looms, about this year’s QCD numbers.
  • Parametric (https://www.parametricportfolio.com/blog): If your clients are using more traditional commingled products for their passive exposures, they may not know how much tax money they’re leaving on the table. A look at possible advantages of a separately managed account. 
  • Turbotax (https://blog.turbotax.intuit.com): Whether they’re talking diversification, gainful hobby or income stream, what to remind them about the tax benefits of investing in real estate.
  • The National Association of Tax Professionals (https://blog.natptax.com/): Q&A from a recent webinar on day cares’ unique income and expense categories.
  • Boyum & Barenscheer (https://www.myboyum.com/blog/): For larger manufacturers, compliance under IRC 263A is essential. And for all manufacturers, effective inventory management goes beyond balancing stock levels. Key factors affecting inventory accounting for large and small manufacturing businesses.
  • U of I Tax School (https://taxschool.illinois.edu/blog/): What to remind them — and yourself — about the taxation of clients who are ministers.
  • Withum (https://www.withum.com/resources/): A look at the recent IRS Memorandum 2024-36010 that denied the application of IRC Sec. 245A to dividends received by a controlled foreign corporation.

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Accounting

PwC funds AI in Accounting Fellowship at Bryant University

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PwC made a $1.5 million investment to Bryant University, in Smithfield, Rhode Island, to fund the launch of the PwC AI in Accounting Fellowship.

The experiential learning program allows undergraduate students to explore AI’s impact in accounting by way of engaging in research with faculty, corporate-sponsored projects and professional development that blends traditional accounting principles with AI-driven tools and platforms. 

The first cohort of PwC AI in Accounting Fellows will be awarded to members of the Bryant Honors Program planning to study accounting. The fellowship funds can be applied to various educational resources, including conference fees, specialized data sheets, software and travel.

PwC sign, branding

Krisztian Bocsi/Bloomberg

“Aligned with our Vision 2030 strategic plan and our commitment to experiential learning and academic excellence, the fellowship also builds upon PwC’s longstanding relationship with Bryant University,” Bryant University president Ross Gittell said in a statement. “This strong partnership supports institutional objectives and includes the annual PwC Accounting Careers Leadership Institute for rising high school seniors, the PwC Endowed Scholarship Fund, the PwC Book Fund, and the PwC Center for Diversity and Inclusion.”

Bob Calabro, a PwC US partner and 1988 Bryant University alumnus and trustee, helped lead the development of the program.

“We are excited to introduce students to the many opportunities available to them in the accounting field and to prepare them to make the most of those opportunities, This program further illustrates the strong relationship between PwC and Bryant University, where so many of our partners and staff began their career journey in accounting” Calabro said in a statement.

“Bryant’s Accounting faculty are excited to work with our PwC AI in Accounting Fellows to help them develop impactful research projects and create important experiential learning opportunities,” professor Daniel Ames, chair of Bryant’s accounting department, said in a statement. “This program provides an invaluable opportunity for students to apply AI concepts to real-world accounting, shaping their educational journey in significant ways.”

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