Connect with us

Accounting

Intuit announces major gen AI upgrades for developers

Published

on

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.

Continue Reading

Accounting

New IRS regs put some partnership transactions under spotlight

Published

on

Final regulations now identify certain partnership related-party “basis shifting” transactions as “transactions of interest” subject to the rules for reportable transactions.

The final regs apply to related partners and partnerships that participated in the identified transactions through distributions of partnership property or the transfer of an interest in the partnership by a related partner to a related transferee. Affected taxpayers and their material advisors are subject to the disclosure requirements for reportable transactions. 

During the proposal process, the Treasury and the Internal Revenue Service received comments that the final regulations should avoid unnecessary burdens for small, family-run businesses, limit retroactive reporting, provide more time for reporting and differentiate publicly traded partnerships, among other suggested changes now reflected in the regs.

  • Increased dollar threshold for basis increase in a TOI. The threshold amount for a basis increase in a TOI has been increased from $5 million to $25 million for tax years before 2025 and $10 million for tax years after. 
  • Limited retroactive reporting for open tax years. Reporting has been limited for open tax years to those that fall within a six-year lookback window. The six-year lookback is the 72-month period before the first month of a taxpayer’s most recent tax year that began before the publication of the final regulations (slated for Jan. 14 in the Federal Register). Also, the threshold amount for a basis increase in a TOI during the six-year lookback is $25 million. 
  • Additional time for reporting. Taxpayers have an additional 90 days from the final regulation’s publication to file disclosure statements for TOIs in open tax years for which a return has already been filed and that fall within the six-year lookback. Material advisors have an additional 90 days to file their disclosure statements for tax statements made before the final regulations. 
  • Publicly traded partnerships. Because PTPs are typically owned by a large number of unrelated owners, the final regulations exclude many owners of PTPs from the disclosure rules. 

The identified transactions generally result from either a tax-free distribution of partnership property to a partner that is related to one or more partners of the partnership, or the tax-free transfer of a partnership interest by a related partner to a related transferee.

IRS headquarters

Bloomberg via Getty Images

The tax-free distribution or transfer generates an increase to the basis of the distributed property or partnership property of $10 million or more ($25 million or more in the case of a TOI undertaken in a tax year before 2025) under the rules of IRC Sections 732(b) or (d), 734(b) or 743(b), but for which no corresponding tax is paid. 

The basis increase to the distributed or partnership property allows the related parties to decrease taxable income through increased cost recovery allowances or decrease taxable gain (or increase taxable loss) on the disposition of the property.

Continue Reading

Accounting

Treasury, IRS propose rules on commercial clean vehicles, issue guidance on clean fuels

Published

on

The Treasury Department and the Internal Revenue Service proposed new rules for the tax credit for qualified commercial clean vehicles, along with guidance on claiming tax credits for clean fuel under the Inflation Reduction Act.

The Notice of Proposed Rulemaking on the credit for qualified commercial clean vehicles (under Section 45W of the Tax Code) says the credit can be claimed by purchasing and placing in service qualified commercial clean vehicles, including certain battery electric vehicles, plug-in hybrid EVs, fuel cell electric vehicles and plug-in hybrid fuel cell electric vehicles.  

The credit is the lesser amount of either 30% of the vehicle’s basis (15% for plug-in hybrid EVs) or the vehicle’s incremental cost in excess of a vehicle comparable in size or use powered solely by gasoline or diesel. A credit up to $7,500 can be claimed for a single qualified commercial clean vehicle for cars and light-duty trucks (with a Gross Vehicle Weight Rating of less than 14,000 pounds), or otherwise $40,000 for vehicles like electric buses and semi-trucks (with a GVWR equal to or greater than 14,000 pounds).

“The release of Treasury’s proposed rules for the commercial clean vehicle credit marks an important step forward in the Biden-Harris Administration’s work to lower transportation costs and strengthen U.S. energy security,” said U.S. Deputy Secretary of the Treasury Wally Adeyemo in a statement Friday. “Today’s guidance will provide the clarity and certainty needed to grow investment in clean vehicle manufacturing.”

The NPRM issued today proposes rules to implement the 45W credit, including proposing various pathways for taxpayers to determine the incremental cost of a qualifying commercial clean vehicle for purposes of calculating the amount of 45W credit. For example, the NPRM proposes that taxpayers can continue to use the incremental cost safe harbors such as those set out in Notice 2023-9 and Notice 2024-5, may rely on a manufacturer’s written cost determination to determine the incremental cost of a qualifying commercial clean vehicle, or may calculate the incremental cost of a qualifying clean vehicle versus an internal combustion engine (ICE) vehicle based on the differing costs of the vehicle powertrains.

The NPRM also proposes rules regarding the types of vehicles that qualify for the credit and aligns certain definitional concepts with those applicable to the 30D and 25E credits. In addition, the NPRM proposes that vehicles are only eligible if they are used 100% for trade or business, excepting de minimis personal use, and that the 45W credit is disallowed for qualified commercial clean vehicles that were previously allowed a clean vehicle credit under 30D or 45W. 

The notice asks for comments over the next 60 days on the proposed regulations such as issues related to off-road mobile machinery, including approaches that might be adopted in applying the definition of mobile machinery to off-road vehicles and whether to create a product identification number system for such machinery in order to comply with statutory requirements. A public hearing is scheduled for April 28, 2025.

Clean Fuels Production Credit

The Treasury the IRS also released guidance Friday on the Clean Fuels Production Credit under Section 45Z of the Tax Code.

Section 45Z provides a tax credit for the production of transportation fuels with lifecycle greenhouse gas emissions below certain levels. The credit is in effect in 2025 and is for sustainable aviation fuel and non-SAF transportation fuels.

The guidance includes both a notice of intent to propose regulations on the Section 45Z credit and a notice providing the annual emissions rate table for Section 45Z, which refers taxpayers to the appropriate methodologies for determining the lifecycle GHG emissions of their fuel. In conjunction with the guidance released Friday, the Department of Energy plans to release the 45ZCF-GREET model for use in determining emissions rates for 45Z in the coming days.

“This guidance will help put America on the cutting-edge of future innovation in aviation and renewable fuel while also lowering transportation costs for consumers,” said Adeyemo in a statement. “Decarbonizing transportation and lowering costs is a win-win for America.”

Section 45Z provides a per-gallon (or gallon-equivalent) tax credit for producers of clean transportation fuels based on the carbon intensity of production. It consolidates and replaces pre-Inflation Reduction Act credits for biodiesel, renewable diesel, and alternative fuels, and an IRA credit for sustainable aviation fuel. Like several other IRA credits, Section 45Z requires the Treasury to establish rules for measuring carbon intensity of production, based on the Clean Air Act’s definition of “lifecycle greenhouse gas emissions.”

The guidance offers more clarity on various issues, including which entities and fuels are eligible for the credit, and how taxpayers determine lifecycle emissions. Specifically, the guidance outlines the Treasury and the IRS’s intent to define key concepts and provide certain rules in a future rulemaking, including clarifying who is eligible for a credit.

The Treasury and the IRS intend to provide that the producer of the eligible clean fuel is eligible to claim the 45Z credit. In keeping with the statute, compressors and blenders of fuel would not be eligible.

Under Section 45Z, a fuel must be “suitable for use” as a transportation fuel. The Treasury and the IRS intend to propose that 45Z-creditable transportation fuel must itself (or when blended into a fuel mixture) have either practical or commercial fitness for use as a fuel in a highway vehicle or aircraft. The guidance clarifies that marine fuels that are otherwise suitable for use in highway vehicles or aircraft, such as marine diesel and methanol, are also 45Z eligible.

Specifically, this would mean that neat SAF that is blended into a fuel mixture that has practical or commercial fitness for use as a fuel would be creditable. Additionally, natural gas alternatives such as renewable natural gas would be suitable for use if produced in a manner such that if it were further compressed it could be used as a transportation fuel.

Today’s guidance publishes the annual emissions rate table that directs taxpayers to the appropriate methodologies for calculating carbon intensities for types and categories of 45Z-eligible fuels.

The table directs taxpayers to use the 45ZCF-GREET model to determine the emissions rate of non-SAF transportation fuel, and either the 45ZCF-GREET model or methodologies from the International Civil Aviation Organization (“CORSIA Default” or “CORSIA Actual”) for SAF.

Taxpayers can use the Provisional Emissions Rate process to obtain an emissions rate for fuel pathway and feedstock combinations not specified in the emissions rate table when guidance is published for the PER process. Guidance for the PER process is expected at a later date.

Outlining climate smart agriculture practices

The guidance released Friday states that the Treasury intends to propose rules for incorporating the emissions benefits from climate-smart agriculture (CSA) practices for cultivating domestic corn, soybeans, and sorghum as feedstocks for SAF and non-SAF transportation fuels. These options would be available to taxpayers after Treasury and the IRS propose regulations for the section 45Z credit, including rules for CSA, and the 45ZCF-GREET model is updated to enable calculation of the lifecycle greenhouse gas emissions rates for CSA crops, taking into account one or more CSA practices.    

CSA practices have multiple benefits, including lower overall GHG emissions associated with biofuels production and increased adoption of farming practices that are associated with other environmental benefits, such as improved water quality and soil health. Agencies across the Federal government have taken important steps to advance the adoption of CSA. In April, Treasury established a first-of-its-kind pilot program to encourage CSA practices within guidance on the section 40B SAF tax credit. Treasury has received and continues to consider substantial feedback from stakeholders on that pilot program. The U.S. Department of Agriculture invested more than $3 billion in 135 Partnerships for Climate-Smart Commodities projects. Combined with the historic investment of $19.5 billion in CSA from the Inflation Reduction Act, the department is estimated to support CSA implementation on over 225 million acres in the next 5 years as well as measurement, monitoring, reporting, and verification to better understand the climate impacts of these practices.

In addition, in June, the U.S. Department of Agriculture published a Request for Information requesting public input on procedures for reporting and verification of CSA practices and measurement of related emissions benefits, and received substantial input from a wide array of stakeholders. The USDA is currently developing voluntary technical guidelines for CSA reporting and verification. The Treasury and the IRS expect to consider those guidelines in proposing rules recognizing the benefits of CSA for purposes of the Section 45Z credit.

Continue Reading

Accounting

IRS and Treasury propose regs on 401(k) and 403(b) automatic enrollment, Roth IRA catchup contributions

Published

on

The Treasury Department and the Internal Revenue Service issued proposed regulations Friday for several provisions of the SECURE 2.0 Act, including ones related to automatic enrollment in 401(k) and 403(b) plans, and the Roth IRA catchup rule.

SECURE 2.0 Act passed at the end of 2022 and contained an extensive list of provisions related to retirement planning, like the original SECURE Act of 2019, with some being phased in over five years.

One set of proposed regulations involves provisions requiring newly-created 401(k) and 403(b) plans to automatically enroll eligible employees starting with the 2025 plan year. In general, unless an employee opts out, a plan needs to automatically enroll the employee at an initial contribution rate of at least 3% of the employee’s pay and automatically increase the initial contribution rate by one percentage point each year until it reaches at least 10% of pay. The requirement generally applies to 401(k) and 403(b) plans established after Dec. 29, 2022, the date the SECURE 2.0 Act became law, with exceptions for new and small businesses, church plans and governmental plans.

The proposed regulations include guidance to plan administrators for properly implementing this requirement and are proposed to apply to plan years that start more than six months after the date that final regulations are issued. Before the final regulations are applicable, plan administrators need to apply a reasonable, good faith interpretation of the statute.

Roth IRA catchup contributions

The Treasury and the IRS also issued proposed regulations Friday addressing several SECURE 2.0 Act provisions involving catch-up contributions, which are additional contributions under a 401(k) or similar workplace retirement plan that generally are allowed with respect to employees who are age 50 or older.

That includes proposed rules related to a provision requiring that catch-up contributions made by certain higher-income participants be designated as after-tax Roth contributions.

The proposed regulations provide guidance for plan administrators to implement and comply with the new Roth catch-up rule and reflect comments received in response to Notice 2023-62, issued in August 2023. 

The proposed regulations also provide guidance relating to the increased catch-up contribution limit under the SECURE 2.0 Act for certain retirement plan participants. Affected participants include employees between the ages of 60-63 and employees in newly established SIMPLE plans.

The IRS and the Treasury are asking for comments on both sets of proposed regulations. 

Continue Reading

Trending