Core Insights - Qualcomm's Snapdragon Digital Chassis platform is gaining traction among automotive customers, with recent compatibility validation from Silicon Motion Technology for its UFS solution on the Snapdragon Cockpit SA8295P platform [1][2] Group 1: Qualcomm's Automotive Strategy - The Snapdragon Cockpit SA8295P platform delivers powerful AI performance, advanced multi-display graphics, and Automotive Safety Integrity Level B functional safety support, aimed at enhancing smart cockpits [2] - Qualcomm's acquisition of Veoneer, Inc. strengthens its position in driver-assistance technology, expanding its Snapdragon Ride ADAS portfolio with Arriver's software capabilities [3][7] Group 2: Competitive Landscape - Other tech firms like NVIDIA and Intel are also focusing on the ADAS market, with NVIDIA leveraging AI for autonomous vehicles and Intel enhancing its capabilities through the acquisition of Mobileye [4][5] Group 3: Financial Performance and Valuation - Qualcomm shares have declined 20.8% over the past year, contrasting with the industry's growth of 21.8% [6] - The company's stock trades at a forward P/E ratio of 13.45, significantly lower than the industry average of 33.17 [7][8] - Earnings estimates for 2025 and 2026 have decreased by 0.4% and 5.3%, respectively, indicating potential challenges ahead [9]

Core Insights - The article presents MMTL-UniAD, a unified framework for multimodal and multi-task learning in assistive driving perception, which aims to enhance the performance of advanced driver-assistance systems (ADAS) by simultaneously recognizing driver behavior, emotions, traffic environment, and vehicle actions [1][5][26]. Group 1: Introduction and Background - Advanced driver-assistance systems (ADAS) have significantly improved driving safety over the past decade, yet approximately 1.35 million people die in traffic accidents annually, with over 65% of these incidents linked to abnormal driver psychological or physiological states [3]. - Current research often focuses on single tasks, such as driver behavior or emotion recognition, neglecting the inherent connections between these tasks, which limits the potential for cross-task learning [4][3]. Group 2: Framework and Methodology - MMTL-UniAD employs a multimodal approach to achieve synchronized recognition of driver behavior, emotions, traffic environment, and vehicle actions, addressing the challenge of negative transfer in multi-task learning [5][26]. - The framework incorporates two core components: a multi-axis region attention network (MARNet) and a dual-branch multimodal embedding module, which effectively extract task-shared and task-specific features [5][26]. Group 3: Experimental Results - MMTL-UniAD outperforms existing state-of-the-art methods across multiple tasks, achieving performance improvements of 4.10% to 12.09% in the mAcc metric on the AIDE dataset [18][26]. - The framework demonstrates superior accuracy in driver behavior recognition and vehicle behavior recognition, with increases of 4.64% and 3.62%, respectively [18][26]. Group 4: Ablation Studies - Ablation experiments indicate that joint training of driver state tasks and traffic environment tasks enhances feature sharing, significantly improving task recognition accuracy [22][26]. - The results confirm that the interdependence of tasks in MMTL-UniAD contributes to overall performance and generalization capabilities [22][26].

Company Overview - Terranet is focused on developing technology solutions for advanced driver assistance systems (ADAS) and autonomous vehicles, aiming to enhance safety for vulnerable road users [3] - The company utilizes a patented sensor technology called BlincVision, which detects objects with laser precision, claiming to be up to ten times faster and more accurate than existing ADAS solutions [3] Industry Engagement - Terranet will participate in the Auto.AI and Safety.AD USA 2025 conferences, scheduled for June 30–July 1 in San Francisco, California, which are significant forums for discussing advancements in AI and traffic safety [1] - The presence at these conferences is intended to strengthen connections to the North American market and highlight the company's role in developing future safety solutions for ADAS and autonomous vehicles [1] Strategic Objectives - The Chief Commercial Officer of Terranet, Jonas Renander, emphasized the importance of engaging with key stakeholders at the upcoming conference to clarify the company's value proposition and demonstrate contributions to safer traffic [2]

Core Viewpoint - Terranet AB has successfully completed a rights issue that was oversubscribed, raising approximately SEK 15 million before issue costs, indicating strong shareholder confidence in the company's future development [2][3][5]. Rights Issue Outcome - The subscription period for the rights issue ended on June 11, 2025, with 10,349,896 units subscribed for with unit rights, representing about 74.6% of the rights issue [3]. - An additional 4,704,934 units were subscribed without unit rights, corresponding to approximately 33.9% of the rights issue, leading to a total subscription of 15,054,830 units, or approximately 108.5% of the rights issue [2][3]. Financial Impact - The rights issue will increase the number of shares by 166,568,568 B-shares, raising the total share capital from SEK 14,715,191.82 to SEK 16,380,877.50 [7]. - If all warrants of series TO9 B are exercised, the number of shares will further increase by 83,729,677 B-shares, raising the share capital to SEK 17,218,174.270 [8]. Warrants and Trading - Each warrant of series TO9 B allows the holder to subscribe for one new B-share at a price of SEK 0.18, with the subscription period set from December 1, 2025, to December 15, 2025 [9]. - Trading in paid subscribed units (BTU) will occur on Nasdaq First North Premier Growth Market until June 30, 2025, or until conversion into B shares and warrants [10]. Company Development - The proceeds from the rights issue will enable the company to advance its product and business development, particularly in the commercialization of its anti-collision system, BlincVision [6]. - Terranet aims to enhance urban traffic safety through innovative solutions for Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicles (AV) [14].

Company Overview - Terranet AB focuses on developing innovative technical solutions for Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicles (AV) aimed at enhancing urban traffic safety [7] - The company is headquartered in Lund, Sweden, with additional offices in Gothenburg and Stuttgart, and has been listed on Nasdaq First North Premier Growth Market since 2017 [8] Rights Issue Details - The Rights Issue involves a maximum of 13,880,714 units, with each unit consisting of twelve B-shares and three warrants of series TO9 B, issued free of charge [9] - The subscription price is set at SEK 1.08 per unit, equating to SEK 0.09 per B-share, and is expected to raise approximately SEK 15 million before costs [9] - Shareholders will have preferential rights to subscribe, with one existing share granting one unit right, and eighty-six unit rights needed to subscribe for one unit [9] - The subscription period runs from May 27, 2025, to June 11, 2025, with trading in unit rights occurring from May 27, 2025, to June 5, 2025 [4][9] Financial Commitments - The Rights Issue is fully covered by subscription commitments of approximately SEK 35.2 thousand (0.2% of the Rights Issue) and underwriting commitments of about SEK 15 million (99.8% of the Rights Issue), totaling 100% coverage [9]

Investment Rating - The report maintains a "Buy" rating on Horizon Robotics, reflecting a positive outlook on the smart driving sector driven by the AD/ADAS trend in China [2]. Core Insights - The report highlights that Black Sesame (2533.HK) is positioned to benefit from the growing demand for AD/ADAS technologies in China, with management targeting double-digit revenue growth in 2025 [1][7]. - The competitive landscape indicates that car OEMs are likely to continue diversifying their chipset suppliers, which will favor companies like Black Sesame and Horizon Robotics that provide advanced automotive chipsets [2][8]. Summary by Sections 2025 Outlook - Black Sesame's A1000 SoC will be featured in Dongfeng's new model, the eπ 007, which boasts 58 TOPS computing power and over 20 smart driving assistance functions, including highway NOA navigation and long-range autonomous parking assistance [4]. Competition Dynamics - Management believes that developing chipsets in-house is challenging for car OEMs due to the time and cost involved, which positions Black Sesame favorably in the market [8]. - The company collaborates with third-party software suppliers to enhance its algorithm development, providing flexibility for customers in choosing software solutions [8]. Company Profile - Black Sesame specializes in AD/ADAS SoCs, offering a range of products such as the A1000 series and Wudang series, which are already adopted by major OEMs like Geely and Dongfeng [3].

Company Overview - Terranet AB aims to enhance urban traffic safety through innovative technical solutions for Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicles (AV) [7] - The company's anti-collision system, BlincVision, can laser scan and detect road objects up to ten times faster than existing ADAS technologies [7] Rights Issue Details - The subscription period for Terranet AB's rights issue runs from May 27 to June 11, 2025 [1] - Trading with unit rights will occur from May 27 to June 5, 2025, and trading in paid subscribed units (BTU) will take place from May 27 to June 30, 2025 [5] - The preliminary date for the publication of the outcome of the rights issue is set for June 13, 2025 [5] Investor Meeting - A digital investor meeting is scheduled for June 3, 2025, at 14:00 CEST, where CEO Lars Lindell will present the company's latest progress, including the development of BlincVision and plans for the launch of the Minimum Viable Product (MVP) [2][3] - Participants will have the opportunity to ask questions in real-time via the chat function during the meeting [2] Registration and Contact Information - Interested parties must register for the meeting by emailing corporatefinance@mangold.se by June 2, 2025 [3] - Questions can be submitted in advance and will be addressed during the Q&A session if time permits [3] - For further inquiries, contact Lars Lindell, CEO, via email at lars.lindell@terranet.se [7] Advisory Information - Mangold Fondkommission AB serves as the financial advisor for the rights issue, while Eversheds Sutherland Advokatbyrå AB is the legal advisor [6]

Core Points - The annual general meeting of Terranet AB was held on May 23, 2025, in Lund, where several key resolutions were made regarding the company's financials, board elections, and capital structure [1]. Financial Resolutions - The income statement and balance sheet for the financial year 2024 were adopted [2]. - The meeting decided to allocate the profits in accordance with the board's proposal, carrying the result forward [3]. - The members of the board of directors and the CEO were discharged from liability for the financial year 2024 [4]. Board and Auditor Elections - The board of directors will consist of five members, with Torgny Hellström re-elected as chairman [5]. - Ernst & Young AB was elected as the company's auditor, with Martin Henriksson as the auditor in charge [6]. Amendments to Articles of Association - The share capital was amended to a minimum of SEK 14,500,000 and a maximum of SEK 58,000,000, and the number of shares was adjusted to a minimum of 450,000,000 and a maximum of 5,800,000,000 [8]. Share Issues - The board's resolution for a directed share issue of up to 5,461,210 units was approved, potentially increasing share capital by a maximum of SEK 1,802,199.30 [9]. - A rights issue of a maximum of 13,880,714 units was also approved, with a potential increase in share capital by a maximum of SEK 1,665,685.68 [12]. Authorization for Future Issues - The board of directors was authorized to decide on new issues of shares, warrants, and convertibles, allowing for flexibility in raising new capital [15][16]. Minor Adjustments - The board was authorized to make minor adjustments to the resolutions adopted at the annual general meeting as necessary for registration [17]. Company Overview - Terranet AB focuses on developing innovative technical solutions for Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicles (AV), aiming to enhance urban traffic safety [18].

Core Viewpoint - LeddarTech Holdings Inc. is currently in discussions with lenders regarding financing options but has not yet reached an agreement for additional funding or relief from existing covenants [1][2] Group 1: Financial Situation - The company is actively negotiating with Desjardins and Bridge Lenders for additional financing but has not secured any agreements [1] - To conserve cash and extend negotiation time, LeddarTech announced temporary layoffs affecting approximately 138 employees, which is about 95% of its total workforce [2] - The company is exploring various alternatives, including restructuring obligations, selling the business or assets, and seeking creditor protection under the Companies' Credit Arrangement Act [2] Group 2: Company Overview - LeddarTech, founded in 2007 and headquartered in Quebec City, specializes in AI-based software solutions for advanced driver assistance systems (ADAS) and autonomous driving (AD) [3] - The company has developed over 190 patent applications, with 112 granted, focusing on enhancing ADAS and AD capabilities [4] - LeddarTech aims to be the most widely adopted sensor fusion and perception software solution, contributing to safer and more efficient global mobility [4]

Core Insights - The company has successfully validated the Proof of Concept (PoC) for its BlincVision technology in collaboration with MobilityXlab, showing promising results in defined test scenarios [1][7] - The transition from prototype to Minimum Viable Product (MVP) is ongoing, with a focus on requirement specification, design improvements, and increasing system maturity [2][8] - A new CEO, Lars Lindell, has taken over, emphasizing the company's commitment to commercializing its technology and setting strategic goals for 2026 [3][14] - The company secured new financing totaling SEK 40 million, which includes a directed share issue of SEK 25 million and a rights issue of SEK 15 million, aimed at strengthening its financial position [10][11] - The company is intensifying efforts to strengthen its patent portfolio as part of the MVP development, with proprietary patent applications already in progress [5][6] Financial Overview - For Q1 2025, the company reported zero revenue, an operating loss of SEK 9,176 thousand, and a closing cash balance of SEK 4,952 thousand [4] - Earnings per share for Q1 2025 remained at -0.01 SEK, consistent with the previous year [4] Development and Commercialization - The MVP is expected to begin testing with selected partners in Q3 2025, including a collaboration with an industrial player in the mining sector [9] - The company is focused on addressing technical challenges and enhancing the functionality of BlincVision as it moves towards customer deliveries [5][8]