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AI & Enterprise

SK Shieldus researcher paper accepted by ICML 2026

SK Shieldus said on Thursday that a research paper by Lim Jeong-hoon (임정훈), a senior researcher at its Cybersecurity AI Labs, was accepted by ICML 2026. The company said the study was recognised for a new approach to the irregular time-series nature of real cyber attacks. It presented an AI technique called QuITE that can represent data with differing time intervals and combine with existing models. SK Shieldus said QuITE improved performance by up to 45.9 percent on a global public benchmark dataset.

AI & Enterprise

Samsung races to ramp up OLED production for Apple's next MacBook Pro

Apple's next OLED MacBook Pro development appears to be proceeding on schedule in the supply chain despite expectations of a possible launch delay. IT outlet 9to5Mac reported Samsung is stepping up preparations to produce OLED panels for the new model. The laptop is expected to feature a major design change, with OLED replacing the current mini LED-based IPS LCD. Analysts cite OLED panel yields as the biggest variable for timing.

Mobility

SpaceX discloses bulk purchases of Tesla Megapacks and Cybertrucks at list price

SpaceX disclosed in an IPO securities filing that it bought Tesla products worth hundreds of millions of dollars, including Megapack energy storage systems and Cybertrucks. The S-1 filing shows purchases of about $697 million of Megapacks in 2024 and 2025, plus about $131 million of Cybertrucks in 2025, followed by another $34 million of Megapacks in the first quarter. SpaceX classified the deals as related-party transactions.