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2025-01-11
Machine Learning (ML) and Artificial Intelligence (AI) have become essential technologies across industries, automating tasks at a speed and scale far beyond human capabilities. However, building these systems at scale requires deep engineering expertise and skilled teams to ensure success. Niloy Gupta, Machine Learning Engineer Tech Lead at Attentive Mobile, is an expert in scaling machine learning systems for various industry verticals. Gupta’s experience spans critical roles, including CTO of Lambent Logic and a pivotal position in scaling Affirm’s Buy-Now-Pay-Later (BNPL) platform, one of the largest in the U.S. He was also instrumental in scaling Yelp’s Ads Targeting system. Niloy holds a graduate degree from the School of Computer Science, Carnegie Mellon University. His research focused on machine learning systems. Engineering AI/ML Applications Niloy’s journey as a technology leader showcases his ability to build scalable AI/ML systems for diverse industries. At Affirm, he contributed to production-scale systems while advancing model interpretability. Niloy shares, “AI/ML models must be interpretable to understand why a loan is approved or denied. If a FinTech company were to deny a loan, they would be legally obligated to tell the consumer why their loan application was rejected. As a result, companies are biased toward simpler and more interpretable models.” Niloy’s work reflects the complexities of regulated FinTech systems, where model updates need regularity approval, in contrast to AdTech’s fast feedback cycles and rapid iterations. At Yelp, he developed a distributed ML training system and online model inference to handle billions of training samples and efficiently ensure real-time predictions. Leveraging distributed computing tools, Niloy built a fault-tolerant system optimized for cost and performance. “Since model predictions need to be served in real-time, having a model inference service that meets the SLA requirements is paramount. We applied novel model compression techniques to reduce the memory footprint of the model and thereby reduce cache misses,” Niloy notes. Niloy’s ability to adapt engineering principles to meet industry-specific challenges demonstrates his expertise. He blends technical skills with leadership to create high-impact AI/ML solutions in finance and advertising. Building large-scale AI/ML systems AI/ML systems intersect with machine learning theory and software engineering. The system should scale to large data sets, train models reliably and cost-effectively, and serve the model predictions while meeting latency requirements. All these stages must be monitored effectively to catch any degradation or bugs. The system should also support failure management and rollbacks. An engineering team needs to leverage the right technologies and tools to automate all three stages of a machine learning system—feature generation, model training, and model serving. These include distributed computing, microservices, security, and feature stores. The design of the AI/ML system also depends upon the industry vertical and product. Typically, in credit underwriting, labels (defaults or repayments) arrive weeks, if not months, after the loans have been issued. This creates a long lag between model deployment and evaluation. Investing in a reliable experimentation platform is crucial for any company working with AI/ML models. Niloy’s career reflects his ability to solve these challenges efficiently, ensuring models perform well and comply with industry standards. His expertise is building robust, high-performance systems that balance regulatory demands with technical innovation. AI/ML system quality assurance Building effective AI/ML systems requires careful planning, from data collection to model monitoring, based on Niloy’s experience. He shares, “The first AI/ML model provides the biggest lift to the product, so it should be kept simple. This allows the engineering team to focus on infrastructure where typically more issues lie.” Good data is essential—ML models can only perform as well as the training data they are fed. Niloy emphasizes the importance of validating data to catch issues like missing values and shifts in distribution. Features must be cataloged with ownership if they originate from multiple sources, ensuring accountability. Monitoring is critical for maintaining performance over time. Niloy explains, “Any AI/ML pipelines should invest in monitoring. The major one is checking for any training-serving skew. If the data at inference time has a different distribution than what was used for training, the model performance could not meet expectations.” To address challenges like feedback loops and skew, Niloy recommends piping inference data back into training pipelines and reusing code between training and serving environments. Testing models on holdout datasets ensures robustness beyond the original training data. While complex to build, these pipelines ultimately automate processes and unlock new growth opportunities. Niloy’s expertise and contributions to production-scale machine learning reflect engineers' vital role in shaping the future of AI/ML across industries.Jaguar boss speaks out after backlash to the car brand's latest ad campaign — which didn't include any cars4 yen to php

A series of recent alleged politically motivated violent acts surrounding candidates and their supporters have raised concerns about the potential for conflict that would mar the simultaneous regional elections ahead of the voting day on Wednesday. With little time left before the cooling-off period starts on Sunday, observers are calling on candidates and election organizers to push for peaceful elections to prevent politically fueled clashes that could cause even further democratic backsliding. The recent violent acts were observed in multiple election debates held by the regional offices of the General Elections Commission (KPU), with more than a dozen of the events ending up in fist fights or brawls that resulted in injuries. On Tuesday, the final election debate for Aceh gubernatorial candidates was cut short after supporters of candidate Muzakir Manaf, who was nominated by the local Aceh Party, stormed the stage while his rival Bustami Hamzah addressed the audience. The brawl took place two months after two unidentified individuals threw a grenade into Bustami’s private residence in the Syiah Kuala district of provincial capital Banda Aceh. The attack damaged a part of the house. On Wednesday, another debate for the Bandung regency election in West Java was halted for an hour after supporters of the two candidate pairs quarreled during a commercial break. The two groups reportedly mocked each other before the fight.FORT WORTH, Texas, Dec. 13, 2024 (GLOBE NEWSWIRE) -- CorVel Corporation (NASDAQ: CRVL) announces that its Board of Directors approved a three-for-one forward stock split of its common stock. The Board also approved a proportionate increase in the number of authorized shares of common stock to accommodate the stock split. The Board did not approve an increase in the number of authorized shares of preferred stock. The implementation of the stock split and authorized share increase is subject to the filing of an amendment to the Company’s Fourth Amended and Restated Certificate of Incorporation with the Secretary of State of the State of Delaware, which the Company expects to file on December 24, 2024. “Our stock price has seen extraordinary growth over the past several years fueled by our strong financial performance and the successful execution of our strategic plan. We believe it is the right time to effect a forward stock split to increase the accessibility of our stock to potential investors while maintaining our focus on delivering our customers enhanced technological solutions for the management of their healthcare needs,” said Michael G. Combs, the Company’s President, Chief Executive Officer and Chairman of the Board. Following the filing and effectiveness of the amendment, every one share of common stock outstanding or held in treasury on December 23, 2024, the record date for the stock split, will be split into three shares of common stock. Subject to final approval by the Nasdaq Global Select Market, trading is currently expected to begin on a post-stock split adjusted basis at market open on December 26, 2024. Cautionary Note Regarding Forward-Looking Statements This Press Release contains "forward-looking statements" within the meaning of the safe harbor provisions of the U.S. Private Securities Litigation Reform Act of 1995, which statements are subject to considerable risks and uncertainties. Forward-looking statements include all statements other than statements of historical fact contained in this Press Release, including statements regarding the implementation and timing of the stock split and authorized share increase, and the timing of trading on a post-stock split basis. Forward-looking statements involve known and unknown risks and uncertainties that may cause our actual results to differ materially and adversely from those expressed, assumed, or implied by the forward-looking statements. Some of the risks and uncertainties that may cause actual results to materially differ from those expressed or implied by these forward-looking statements are described in the section entitled “Risk Factors” in our Annual Report on Form 10-K for the fiscal year ended March 31, 2024, as well as in our Quarterly Reports on Form 10-Q and other filings with the Securities and Exchange Commission. Any forward-looking statement made in this press release is based only on information currently available to the Company and speaks only as of the date on which it is made. Except as required by applicable law or the listing rules of the Nasdaq Global Select Market, the Company expressly disclaims any intent or obligation to update any forward-looking statements, or to update the reasons actual results could differ materially from those expressed or implied by these forward-looking statements, whether to conform such statements to actual results or changes in expectations, or as a result of the availability of new information. Contact: Melissa Storan Phone: 949-851-1473 www.corvel.com

Hackers abuse popular Godot game engine to infect thousands of PCs, /PRNewswire/ -- The J. M. Smucker Company (the "Company") (NYSE: SJM) today announced the pricing terms for its previously announced cash tender offers (each, an "Offer" and collectively, the "Offers") to purchase up to aggregate purchase price, not including accrued and unpaid interest (the "Offer Cap"), of the Company's validly tendered (and not validly withdrawn) notes set forth below (the "Notes") using a "waterfall" methodology under which the Company will accept the Notes in order of their respective acceptance priority levels noted in the table below (the "Acceptance Priority Levels"). The Offers are being made pursuant to an Offer to Purchase, dated (the "Offer to Purchase"), which sets forth a description of the terms of the Offers. As of time, on December 17, 2024 (the "Price Determination Time"), the Company expects to accept for purchase pursuant to the Offers the full amount of the 2.750% Senior Notes due 2041 (which have an Acceptance Priority Level of 1), the full amount of the 3.550% Senior Notes due 2050 (which have an Acceptance Priority Level of 2) and a portion of the 2.125% Senior Notes due 2032 (which have an Acceptance Priority Level of 3) validly tendered and not validly withdrawn at or prior to the Early Tender Time (as defined below) on a prorated basis as described in the Offer to Purchase, using a proration factor of approximately 69.9%, so that the aggregate purchase price does not exceed the Offer Cap. The 4.375% Senior Notes due 2045 (which have an Acceptance Priority Level of 4) and the 5.900% Senior Notes due 2028 (which have an Acceptance Priority Level of 5) will not be accepted for purchase. The "Total Consideration" to be paid for the Notes validly tendered (and not validly withdrawn) at or prior to , time, on (the "Early Tender Time") and accepted for purchase pursuant to the Offers, includes an early tender premium of per principal amount of Notes so tendered and accepted for purchase (the "Early Tender Premium"), which will not constitute an additional or increased payment. In addition to the applicable Total Consideration, holders who validly tender and do not validly withdraw their Notes, and whose Notes are accepted for purchase in the Offers will also be paid any applicable accrued and unpaid interest up to, but excluding, December 19, 2024 (the "Early Settlement Date"). The Total Consideration has been determined in the manner described in the Offer to Purchase by reference to a fixed spread for each of the Notes over the applicable yield to maturity of the applicable U.S. Treasury Security (the "Reference Treasury Security"), determined at the Price Determination Time as specified in the table below and on the cover page of the Offer to Purchase in the column entitled "Reference U.S. Treasury Security." The table below includes only the Notes validly tendered (and not validly withdrawn) at or prior to the Early Tender Time that the Company expects to accept for purchase pursuant to the Offers. All conditions of the Offers were deemed satisfied by the Company, or timely waived by the Company. Accordingly, the Company expects to accept for purchase, and pay for, aggregate purchase price of Notes validly tendered (and not validly withdrawn) on the Early Settlement Date. Although the Offers are scheduled to expire at , time, on January 2, 2025, unless extended or terminated, because the aggregate purchase price of Notes validly tendered (and not validly withdrawn) prior to or at the Early Tender Time exceeded the Offer Cap, there will be no Final Settlement Date (as defined in the Offer to Purchase), and no Notes tendered after the Early Tender Time will be accepted for purchase. Notes tendered and not purchased on (the "Early Settlement Date") will be returned to holders promptly after the Early Settlement Date. This press release is neither an offer to purchase nor a solicitation of an offer to sell securities. No offer, solicitation, purchase or sale will be made in any jurisdiction in which such offer, solicitation, or sale would be unlawful. The Offers are being made solely pursuant to the terms and conditions set forth in the Offer to Purchase. Goldman Sachs & Co. LLC and J.P. Morgan Securities LLC are serving as Dealer Managers for the Offers (each, a "Dealer Manager" and together, the "Dealer Managers"). Questions regarding the Offers may be directed to Goldman Sachs at (800) 828-3182 (toll free) or (212) 357-­1452 (collect) or to J.P. Morgan at (866) 834-4666 (toll free) or (212) 834-3554 (collect). Requests for the Offer to Purchase or the documents incorporated by reference therein may be directed to D.F. King & Co., Inc., which is acting as the Tender Agent and Information Agent for the Offers, at or the following telephone numbers: banks and brokers at (212) 269-5550; all others toll free at (866) 620-2535. This press release ("Release") includes certain forward-looking statements within the meaning of federal securities laws. The forward-looking statements may include statements concerning our current expectations, estimates, assumptions and beliefs concerning future events, conditions, plans and strategies that are not historical fact. Any statement that is not historical in nature is a forward-looking statement and may be identified by the use of words and phrases such as "expect," "anticipate," "believe," "intend," "will," "plan," "strive" and similar phrases. Federal securities laws provide a safe harbor for forward-looking statements to encourage companies to provide prospective information. We are providing this cautionary statement in connection with the safe harbor provisions. Readers are cautioned not to place undue reliance on any forward-looking statements, which speak only as of the date made, when evaluating the information presented in this Release, as such statements are by nature subject to risks, uncertainties and other factors, many of which are outside of our control and could cause actual results to differ materially from such statements and from our historical results and experience. These risks and uncertainties include, but are not limited to, the following: our ability to successfully integrate Hostess Brands' operations and employees and to implement plans and achieve financial forecasts with respect to the Hostess Brands' business; our ability to realize the anticipated benefits, including synergies and cost savings, related to the Hostess Brands acquisition, including the possibility that the expected benefits will not be realized or will not be realized within the expected time period; disruption from the acquisition of Hostess Brands by diverting the attention of our management and making it more difficult to maintain business and operational relationships; the negative effects of the acquisition of Hostess Brands on the market price of our common shares; the amount of the costs, fees, expenses, and charges and the risk of litigation related to the acquisition of Hostess Brands; the effect of the acquisition of Hostess Brands on our business relationships, operating results, ability to hire and retain key talent, and business generally; disruptions or inefficiencies in our operations or supply chain, including any impact caused by product recalls, political instability, terrorism, geopolitical conflicts (including the ongoing conflicts between and and and Hamas), extreme weather conditions, natural disasters, pandemics, work stoppages or labor shortages (including potential strikes along the U.S. East and Gulf coast ports and potential impacts related to the duration of a recent strike at our manufacturing facility), or other calamities; risks related to the availability of, and cost inflation in, supply chain inputs, including labor, raw materials, commodities, packaging, and transportation; the impact of food security concerns involving either our products or our competitors' products, including changes in consumer preference, consumer litigation, actions by the U.S. Food and Drug Administration or other agencies, and product recalls; risks associated with derivative and purchasing strategies we employ to manage commodity pricing and interest rate risks; the availability of reliable transportation on acceptable terms; our ability to achieve cost savings related to our restructuring and cost management programs in the amounts and within the time frames currently anticipated; our ability to generate sufficient cash flow to continue operating under our capital deployment model, including capital expenditures, debt repayment to meet our deleveraging objectives, dividend payments, and share repurchases; a change in outlook or downgrade in our public credit ratings by a rating agency below investment grade; our ability to implement and realize the full benefit of price changes, and the impact of the timing of the price changes to profits and cash flow in a particular period; the success and cost of marketing and sales programs and strategies intended to promote growth in our business, including product innovation; general competitive activity in the market, including competitors' pricing practices and promotional spending levels; our ability to attract and retain key talent; the concentration of certain of our businesses with key customers and suppliers, including primary or single-source suppliers of certain key raw materials and finished goods, and our ability to manage and maintain key relationships; impairments in the carrying value of goodwill, other intangible assets, or other long-lived assets or changes in the useful lives of other intangible assets or other long-lived assets; the impact of new or changes to existing governmental laws and regulations and their application; the outcome of tax examinations, changes in tax laws, and other tax matters; a disruption, failure, or security breach of our or our suppliers' information technology systems, including, but not limited to, ransomware attacks; foreign currency exchange rate and interest rate fluctuations; and risks related to other factors described under "Risk Factors" in other reports and statements we have filed with the SEC. We do not undertake any obligation to update or revise these forward-looking statements to reflect new events or circumstances. At The J.M. Smucker Co., it is our privilege to make food people and pets love by offering a diverse family of brands available across . We are proud to lead in the coffee, peanut butter, fruit spreads, frozen handheld, sweet baked goods, dog snacks, and cat food categories by offering brands consumers trust for themselves and their families each day, including and . Through our unwavering commitment to producing quality products, operating responsibly and ethically, and delivering on our Purpose, we will continue to grow our business while making a positive impact on society. For more information, please visit . The J. M. Smucker Company is the owner of all trademarks referenced herein, except for , which is a trademark of DD IP Holder LLC. The Dunkin'® brand is licensed to The J. M. Smucker Company for packaged coffee products sold in retail channels, such as grocery stores, mass merchandisers, club stores, e-commerce and drug stores, as well as in certain away from home channels. This information does not pertain to products for sale in Dunkin' restaurants. View original content to download multimedia: SOURCE The J.M. Smucker Co.UK battery pack manufacturer achieves safety accreditation to power growth – Alexander Battery Technologies

Wednesday, December 18, 2024 Facebook Instagram Twitter WhatsApp Youtube Personal Finance Education Entertainment Jobs Alert Sports Hindi Technology Complaint Redressal. Fact-Checking Policy Correction policy Authors and Team DNPA Code of Ethics Onwership and Funding Cookie Policy Terms of Service Disclaimer Contact US About Us More Search Home Personal Finance New Tax Regime 2025: New tax exemption can be available in the... Personal Finance New Tax Regime 2025: New tax exemption can be available in the New Tax Regime, check the updates By Shyamu Maurya December 18, 2024 0 7 Share Facebook Twitter Pinterest WhatsApp Telegram New Tax Regime 2025: New tax exemption can be available in the New Tax Regime, check the updates Budget 2025 New Tax Regime Changes EPF Mandatory Plans: If sources are to be believed, there is a consideration to make EPF (Employees Provident Fund) mandatory for all slabs. The government’s focus is on promoting the New Tax Regime so that more and more people adopt it. Budget 2025 New Tax Regime Changes: The budget of the year 2025 can be focused on the middle class. It can bring great relief especially for the employed and taxpayers. The central government can announce new tax exemptions to make the New Tax Regime more attractive. If sources are to be believed, then there is a consideration to make EPF (Employees Provident Fund) mandatory for all slabs. The focus of the government is on encouraging the New Tax Regime so that more and more people adopt it. Let us tell you, from the year 2023, the government had made the New Tax Regime the default. EPF can be included If sources are to be believed, in the upcoming budget, to make the new tax regime more attractive, there may be an announcement of giving exemption on Employee Provident Fund (EPF) to the employed. It can be made mandatory in the new tax regime. Till now, in the old tax regime, EPF is included in tax exemption under section 80C. It is also included as a deduction in Form 16 by the employer. A total tax exemption of up to Rs 1.5 lakh is included. According to experts, the inclusion of EPF in the new tax regime is likely to open the window of 80C. However, it is not yet confirmed on the basis of which section it will be included or whether it will be separately benefited as an additional tax exemption. New Tax Regime – What changes can be made? The New Tax Regime was introduced in Budget 2020, where it was introduced simpler and without many deductions compared to the old tax system. However, there has been a mixed response from taxpayers since the beginning. The government is now planning to make it more attractive. New exemptions are likely in Budget 2025 so that taxpayers get more disposable income along with savings. What are the exemption provisions in the new tax system? Some changes were made in the new tax regime in the year 2023. The basic exemption limit was increased from Rs 2.5 lakh to Rs 3 lakh. At the same time, the tax exemption limit with rebate has now increased from Rs 5 lakh to Rs 7 lakh. Tax rebate was increased for this structure. Apart from this, there is a tax exemption of Rs 50,000 as standard deduction. In such a situation, there is no tax on income up to Rs 7.5 lakh in the new tax regime. Existing New Tax Regime slabs Income Tax Rate ₹0 to ₹3 Lakh Zero (0%) ₹3 lakh to ₹6 lakh 5% ₹6 lakh to ₹9 lakh 10% ₹9 lakh to ₹12 lakh 15% ₹12 lakh to ₹15 lakh 20% Above ₹15 lakh 30% Note: This is the current tax slab, but some relaxation or changes are expected in Budget 2025. EPF Mandatory- New facility for salaried people? The government is considering making Employees Provident Fund (EPF) mandatory for all. This will make it mandatory for employed people to save a part of their salary every month as PF. Its purpose is to make the retirement planning of employees secure. EPF fulfills your financial needs after retirement. Investment in it is guaranteed and returns are secure. EPF also provides tax benefits from the government in the old tax system. If the government makes EPF mandatory in the new tax system as well, then it will be a big benefit for employed people. What are the challenges in the New Tax Regime? Tax exemption options like 80C, HRA, and 80D are not available in the New Tax Regime. The government can include exemptions like 80C in the New Tax Regime. Taxpayers focus on spending rather than saving. It can be made attractive by adding EPF and other safe investments. Currently, most taxpayers choose the old system. The government can make it popular by changing the tax slab and giving new exemptions. Join Informal Newz Tags New Tax Regime 2025 Share Facebook Twitter Pinterest WhatsApp Telegram Previous article Best investment plans: Invest here for children’s education expenses, these are the 4 best investment plans Shyamu Maurya Shyamu has done Degree in Fine Arts and has knowledge about bollywood industry. He started writing in 2018. Since then he has been associated with Informalnewz. 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Jharkhand verdict today: All eyes on who will form next government in stateORRVILLE, Ohio , Dec. 17, 2024 /PRNewswire/ -- The J. M. Smucker Company (the "Company") (NYSE: SJM) today announced the pricing terms for its previously announced cash tender offers (each, an "Offer" and collectively, the "Offers") to purchase up to $300 million aggregate purchase price, not including accrued and unpaid interest (the "Offer Cap"), of the Company's validly tendered (and not validly withdrawn) notes set forth below (the "Notes") using a "waterfall" methodology under which the Company will accept the Notes in order of their respective acceptance priority levels noted in the table below (the "Acceptance Priority Levels"). The Offers are being made pursuant to an Offer to Purchase, dated December 3, 2024 (the "Offer to Purchase"), which sets forth a description of the terms of the Offers. As of 10:00 a.m. New York City time, on December 17, 2024 (the "Price Determination Time"), the Company expects to accept for purchase pursuant to the Offers the full amount of the 2.750% Senior Notes due 2041 (which have an Acceptance Priority Level of 1), the full amount of the 3.550% Senior Notes due 2050 (which have an Acceptance Priority Level of 2) and a portion of the 2.125% Senior Notes due 2032 (which have an Acceptance Priority Level of 3) validly tendered and not validly withdrawn at or prior to the Early Tender Time (as defined below) on a prorated basis as described in the Offer to Purchase, using a proration factor of approximately 69.9%, so that the aggregate purchase price does not exceed the Offer Cap. The 4.375% Senior Notes due 2045 (which have an Acceptance Priority Level of 4) and the 5.900% Senior Notes due 2028 (which have an Acceptance Priority Level of 5) will not be accepted for purchase. The "Total Consideration" to be paid for the Notes validly tendered (and not validly withdrawn) at or prior to 5:00 p.m. , New York City time, on December 16, 2024 (the "Early Tender Time") and accepted for purchase pursuant to the Offers, includes an early tender premium of $30 per $1,000 principal amount of Notes so tendered and accepted for purchase (the "Early Tender Premium"), which will not constitute an additional or increased payment. In addition to the applicable Total Consideration, holders who validly tender and do not validly withdraw their Notes, and whose Notes are accepted for purchase in the Offers will also be paid any applicable accrued and unpaid interest up to, but excluding, December 19, 2024 (the "Early Settlement Date"). The Total Consideration has been determined in the manner described in the Offer to Purchase by reference to a fixed spread for each of the Notes over the applicable yield to maturity of the applicable U.S. Treasury Security (the "Reference Treasury Security"), determined at the Price Determination Time as specified in the table below and on the cover page of the Offer to Purchase in the column entitled "Reference U.S. Treasury Security." The table below includes only the Notes validly tendered (and not validly withdrawn) at or prior to the Early Tender Time that the Company expects to accept for purchase pursuant to the Offers. Acceptance Priority Level (1) Title of Security CUSIP Number Outstanding Principal Amount Reference U.S. Treasury Security (2) Bloomberg Reference Page Reference Yield Fixed Spread (bps) Total Consideration (3) 1 2.750% Senior Notes due 2041 832696AV0 $300,000,000 4.625% UST due 11/15/2044 FIT 1 4.666 % +85 $700.18 2 3.550% Senior Notes due 2050 832696AT5 $300,000,000 4.250% UST due 8/15/2054 FIT 1 4.596 % +95 $730.52 3 2.125% Senior Notes due 2032 832696AU2 $500,000,000 4.250% UST due 11/15/2034 FIT 1 4.391 % +50 $833.04 All conditions of the Offers were deemed satisfied by the Company, or timely waived by the Company. Accordingly, the Company expects to accept for purchase, and pay for, $300 million aggregate purchase price of Notes validly tendered (and not validly withdrawn) on the Early Settlement Date. Although the Offers are scheduled to expire at 5:00 p.m. , New York City time, on January 2, 2025, unless extended or terminated, because the aggregate purchase price of Notes validly tendered (and not validly withdrawn) prior to or at the Early Tender Time exceeded the Offer Cap, there will be no Final Settlement Date (as defined in the Offer to Purchase), and no Notes tendered after the Early Tender Time will be accepted for purchase. Notes tendered and not purchased on December 19, 2024 (the "Early Settlement Date") will be returned to holders promptly after the Early Settlement Date. This press release is neither an offer to purchase nor a solicitation of an offer to sell securities. No offer, solicitation, purchase or sale will be made in any jurisdiction in which such offer, solicitation, or sale would be unlawful. The Offers are being made solely pursuant to the terms and conditions set forth in the Offer to Purchase. Goldman Sachs & Co. LLC and J.P. Morgan Securities LLC are serving as Dealer Managers for the Offers (each, a "Dealer Manager" and together, the "Dealer Managers"). Questions regarding the Offers may be directed to Goldman Sachs at (800) 828-3182 (toll free) or (212) 357-­1452 (collect) or to J.P. Morgan at (866) 834-4666 (toll free) or (212) 834-3554 (collect). Requests for the Offer to Purchase or the documents incorporated by reference therein may be directed to D.F. King & Co., Inc., which is acting as the Tender Agent and Information Agent for the Offers, at SJM@dfking.com or the following telephone numbers: banks and brokers at (212) 269-5550; all others toll free at (866) 620-2535. The J. M. Smucker Company Forward-Looking Statements This press release ("Release") includes certain forward-looking statements within the meaning of federal securities laws. The forward-looking statements may include statements concerning our current expectations, estimates, assumptions and beliefs concerning future events, conditions, plans and strategies that are not historical fact. Any statement that is not historical in nature is a forward-looking statement and may be identified by the use of words and phrases such as "expect," "anticipate," "believe," "intend," "will," "plan," "strive" and similar phrases. Federal securities laws provide a safe harbor for forward-looking statements to encourage companies to provide prospective information. We are providing this cautionary statement in connection with the safe harbor provisions. Readers are cautioned not to place undue reliance on any forward-looking statements, which speak only as of the date made, when evaluating the information presented in this Release, as such statements are by nature subject to risks, uncertainties and other factors, many of which are outside of our control and could cause actual results to differ materially from such statements and from our historical results and experience. These risks and uncertainties include, but are not limited to, the following: our ability to successfully integrate Hostess Brands' operations and employees and to implement plans and achieve financial forecasts with respect to the Hostess Brands' business; our ability to realize the anticipated benefits, including synergies and cost savings, related to the Hostess Brands acquisition, including the possibility that the expected benefits will not be realized or will not be realized within the expected time period; disruption from the acquisition of Hostess Brands by diverting the attention of our management and making it more difficult to maintain business and operational relationships; the negative effects of the acquisition of Hostess Brands on the market price of our common shares; the amount of the costs, fees, expenses, and charges and the risk of litigation related to the acquisition of Hostess Brands; the effect of the acquisition of Hostess Brands on our business relationships, operating results, ability to hire and retain key talent, and business generally; disruptions or inefficiencies in our operations or supply chain, including any impact caused by product recalls, political instability, terrorism, geopolitical conflicts (including the ongoing conflicts between Russia and Ukraine and Israel and Hamas), extreme weather conditions, natural disasters, pandemics, work stoppages or labor shortages (including potential strikes along the U.S. East and Gulf coast ports and potential impacts related to the duration of a recent strike at our Buffalo, New York manufacturing facility), or other calamities; risks related to the availability of, and cost inflation in, supply chain inputs, including labor, raw materials, commodities, packaging, and transportation; the impact of food security concerns involving either our products or our competitors' products, including changes in consumer preference, consumer litigation, actions by the U.S. Food and Drug Administration or other agencies, and product recalls; risks associated with derivative and purchasing strategies we employ to manage commodity pricing and interest rate risks; the availability of reliable transportation on acceptable terms; our ability to achieve cost savings related to our restructuring and cost management programs in the amounts and within the time frames currently anticipated; our ability to generate sufficient cash flow to continue operating under our capital deployment model, including capital expenditures, debt repayment to meet our deleveraging objectives, dividend payments, and share repurchases; a change in outlook or downgrade in our public credit ratings by a rating agency below investment grade; our ability to implement and realize the full benefit of price changes, and the impact of the timing of the price changes to profits and cash flow in a particular period; the success and cost of marketing and sales programs and strategies intended to promote growth in our business, including product innovation; general competitive activity in the market, including competitors' pricing practices and promotional spending levels; our ability to attract and retain key talent; the concentration of certain of our businesses with key customers and suppliers, including primary or single-source suppliers of certain key raw materials and finished goods, and our ability to manage and maintain key relationships; impairments in the carrying value of goodwill, other intangible assets, or other long-lived assets or changes in the useful lives of other intangible assets or other long-lived assets; the impact of new or changes to existing governmental laws and regulations and their application; the outcome of tax examinations, changes in tax laws, and other tax matters; a disruption, failure, or security breach of our or our suppliers' information technology systems, including, but not limited to, ransomware attacks; foreign currency exchange rate and interest rate fluctuations; and risks related to other factors described under "Risk Factors" in other reports and statements we have filed with the SEC. We do not undertake any obligation to update or revise these forward-looking statements to reflect new events or circumstances. About The J. M. Smucker Company At The J.M. Smucker Co., it is our privilege to make food people and pets love by offering a diverse family of brands available across North America . We are proud to lead in the coffee, peanut butter, fruit spreads, frozen handheld, sweet baked goods, dog snacks, and cat food categories by offering brands consumers trust for themselves and their families each day, including Folgers ® , Dunkin' ® , Café Bustelo ® , Jif ® , Uncrustables ® , Smucker's ® , Hostess ® , Milk-Bone ® , and Meow Mix ® . Through our unwavering commitment to producing quality products, operating responsibly and ethically, and delivering on our Purpose, we will continue to grow our business while making a positive impact on society. For more information, please visit jmsmucker.com . The J. M. Smucker Company is the owner of all trademarks referenced herein, except for Dunkin' ® , which is a trademark of DD IP Holder LLC. The Dunkin'® brand is licensed to The J. M. Smucker Company for packaged coffee products sold in retail channels, such as grocery stores, mass merchandisers, club stores, e-commerce and drug stores, as well as in certain away from home channels. This information does not pertain to products for sale in Dunkin' ® restaurants. View original content to download multimedia: https://www.prnewswire.com/news-releases/the-j-m-smucker-company-announces-pricing-for-cash-tender-offers-302334213.html SOURCE The J.M. Smucker Co.Clark up for new challenge in Woods and McIlroy's indoor golf league

SURREY, British Columbia, Dec. 18, 2024 (GLOBE NEWSWIRE) -- RecycLiCo Battery Materials Inc. (“RecycLiCo” or the “Company”) (TSX.V: AMY | OTCQB: AMYZF| FSE: ID4), a pioneer in the field of sustainable lithium-ion battery recycling technology, is pleased to announce the results of its 2024 Annual General Meeting of Shareholders held on December 12, 2024. The Company elected Richard Sadowsky, Paul Hildebrand, Andris Kikauka, Rod Langtry and Kurt Lageschulte to serve as directors until the next annual meeting of shareholders of the Company or until their successors are elected or appointed. In addition, the Company re-appointed De Visser Gray LLP to serve as the auditor of the Company until the close of the next annual meeting of shareholders of the Company. About RecycLiCo RecycLiCo Battery Materials Inc. is a battery materials company specializing in sustainable lithium-ion battery recycling and materials production. RecycLiCo has developed advanced technologies that efficiently recover battery-grade materials from lithium-ion batteries, addressing the global demand for environmentally friendly solutions in energy storage. With minimal processing steps and up to 99% extraction of lithium, cobalt, nickel, and manganese, the patented, closed-loop hydrometallurgical process turns lithium-ion battery waste into battery-grade cathode precursor, lithium hydroxide, and lithium carbonate for direct integration into the re- manufacturing of new lithium-ion batteries. For more information, please contact: Teresa Piorun Senior Corporate Secretary Telephone: 778-574-4444 Email: InvestorServices@RecycLiCo.com Neither the TSX Venture Exchange nor its Regulation Services Provider (as that term is defined in the policies of the TSX Venture Exchange) accepts responsibility for the adequacy or accuracy of this release. This news release may contain "forward-looking statements", which are statements about the future based on current expectations or beliefs. For this purpose, statements of historical fact may be deemed to be forward-looking statements. Forward–looking statements by their nature involve risks and uncertainties, and there can be no assurance that such statements will prove to be accurate or true. Investors should not place undue reliance on forward-looking statements. The Company does not undertake any obligation to update forward-looking statements except as required by law.

Miami enters the week still stunned after losing its fourth straight game. Next up, the Hurricanes will play host to Arkansas on Tuesday night in Coral Gables, Fla., as part of the ACC/SEC Challenge. Miami (3-4) lost on Saturday afternoon to Charleston Southern, a team that entered with a 1-7 record. Arkansas (5-2) is coming off a Thanksgiving loss to Illinois on a neutral floor in Kansas City, Mo. "We've got a lot to learn," said John Calipari, in his first season coaching Arkansas. "We really haven't scrimmaged because we haven't had 10 guys (due to injuries). "But this team is going to be fine." The same thing cannot confidently be said about the Hurricanes. Their first three defeats of the current skid were tough for Miami to take, losing to Drake, Oklahoma State and VCU on a neutral court as part of the Charleston Classic. But the loss to Charleston Southern -- which was a 25-point underdog -- has to be considered among the worst in Miami history. Hurricanes coach Jim Larranaga was without point guard Nijel Pack, who missed the contest due to a lower-body injury. Pack leads Miami in scoring (15.2) and assists (4.7). There are no reports on how long he will be out. With Pack unavailable, five-star freshman Jalil Bethea made his first college start. However, the 6-foot-5 shooting guard has not yet played up to his ranking. Bethea is averaging 6.3 points, 1.1 rebounds and 0.7 assists. He is also shooting 30.0 percent on 3-pointers. Miami ranks 284th in the nation in rebounds and 259th in blocked shots. "We haven't been able to put together a solid defensive effort," Larranaga said following the loss to Charleston Southern. "Some of it has to do with fundamentals. Some of it has to do with athletic ability. Some of it has to do with size." Tuesday's game will match two veteran coaches: Larranaga, 75, and Calipari, 65. Calipari brought in seven transfers and five freshmen for his first season in Fayetteville. Two of those transfers -- 6-foot-8 wing Adou Thiero and 7-foot-2 center Zvonimir Ivisic -- were signed after leaving Kentucky, Calipari's previous stop. Thiero leads Arkansas in scoring (19.1), rebounds (5.9) and steals (2.9). Ivisic leads Arkansas in blocks (2.7) while ranking third in points (12.1). Freshman Boogie Fland, a McDonald's All-American, has made a quick transition to college ball. The 6-foot-2 point guard is second on the team in scoring (15.9) and steals (1.9) and first in assists (4.9). Among Arkansas' bench pieces are 6-foot-11 Tennessee transfer Jonas Aidoo and 6-foot-10 Arkansas holdover Trevon Brazile. Their combined 92 college starts illustrate Arkansas' depth. "The ceiling is there," Calipari said. "But we need to be the aggressors." --Field Level Media

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December 17, 2024 This article has been reviewed according to Science X's editorial process and policies . Editors have highlightedthe following attributes while ensuring the content's credibility: fact-checked trusted source proofread by Chalmers University of Technology Sebastian Persson uses mathematical models as a complement to experiments to study biological systems in his doctoral thesis . He has also developed software to more efficiently work with dynamic models. Cell biological systems are complex, with many different components influencing their behavior. To understand from experiments alone how these systems are regulated is hard, but with the help of mathematical tools it is possible to build models to analyze how cell systems work. Persson has collaborated with experimentalists in Germany and together they have explored how cellular components regulate their size and have come up with a good description that matches experimental data . "Size regulation of cellular components occurs in most cells, and if this process does not work as planned, the risk of several diseases and premature aging increases. We wanted to understand the different strategies that the cells use to size-regulate cell structures, and modeling was needed since it is so difficult to reason about these processes. The final aim is that medicines should be able to be developed based on knowledge about size regulation." New software to handle different kinds of models To be able to simulate biological dynamic models, computers are needed. Since every model built is a hypothesis and the initial hypotheses are usually wrong, there is a need to work with and simulate many different models. So, the faster you can validate if a model works, the faster you can conduct your research. To make it easier to work with dynamic models, Sebastian has developed new software. The criteria were that it should be fast, and that it should be flexible. Flexibility is important to be able to explore new research areas. For example, either mechanistic or data-driven models are used today, and both have their advantages and disadvantages. The idea with Persson's software is that it should be possible to combine both kinds of models in the same system, to compensate for the shortcomings with each approach. The software PEtab.jl and SBMLImporter.jl have been published as open source since the spring of 2023 and are being used more and more, both by academia and industry, and are continuously being built upon. Research—frustrating and satisfying Persson has always liked mathematics but wanted to see an application for it and therefore studied a civil engineering program with a focus on biotechnology. During his bachelor's degree he realized that experiments were not his thing and did his bachelor's thesis in the systems biology group of Marija Cvijovic. There, he later started his doctoral position the week after he defended his master's thesis. Having both mathematics and biology with him has been very useful in being able to communicate with experimentalists, and in understanding the literature for the systems that he studies. "Overall, it has been a lot of fun doing a doctorate, but also very exhausting. School is so well defined, research something else entirely and when I started, I did not think much about how tricky it can be when there are no ready answers. You have to fail many times to realize what does not work, and that can be frustrating, but also very satisfying when it works, and you make new discoveries." Now, a well-needed break awaits before Persson moves to London in March for a four-year postdoctoral position at The Francis Crick Institute, a biomedical research center. There, he will explore hybrid models of precisely mechanistic and data-driven models to study the cell cycle and try to understand how it is regulated by its surrounding cellular environment. It is still fundamental systems biology research, with the aim that it will lead to better medical treatments in the future. More information: Enabling mechanistic understanding of cellular dynamics through mathematical modelling and development of efficient methods. gupea.ub.gu.se/handle/2077/83730 Provided by Chalmers University of Technology

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