The 4th LLM Relearning Symposium was held.

We will create a system using generative AI in a short period!

Development of Generative AI Systems [LLFarM] - Development of systems using APIs of LLMs such as chat-GPT and Gemini - Preprocessing of documents to be passed to LLMs (such as image detection using Deep Learning) - Development of search systems using RAG - When handling sensitive customer information, use Local LLM and adapt it through retraining

• Big Data

Hotron's "HA Series" is a high-performance doorway monitoring sensor. Even for high doors of 4.0m, it ensures safety while proposing an open and inviting entrance with its doorway monitoring function. 【Surface-Mounted Type HA-400】 ○ Safe and comfortable passage is achievable even with high doors, from lightweight doors to large commercial facilities and office buildings. ○ Maximum installation height of 4.0m! It features a high-density area function with 60 detection spots. 【Recessed Type HA-520】 ○ With a flat finish that does not compromise the aesthetics of the building, it ensures a wide area for safe and comfortable passage. ○ Easy replacement from older models of our own, enhancing sensor performance! 【Lower Surface-Mounted Type HA-430】 ○ With a design that minimizes protrusion and presence, it enables safe and comfortable passage even with high doors. ○ Detailed detection areas can be set while maintaining high density according to the site conditions. 【Ceiling-Mounted Type HA-260】 ○ An industry-first pull-down method provides a flat finish for ceiling-mounted sensors that do not compromise the aesthetics of the building. ○ The detection area achieves a wide coverage with high density of 72 detection spots! ◎ For more details, please contact us or download the catalog.

In facilities operating nurse call systems, we have made bed exit sensors wireless, allowing them to notify in conjunction with the nurse call system. By simply connecting the mat sensor "Foldable Thin Matt-kun," the body movement call "Ugo-kun," and the wheelchair body movement call "Ayumi-chan" to the transmitter HB-RS, you can make the bed exit sensor wireless. The infrared sensor "Just Place Pole-kun" has the transmitter HB-RS built-in. This helps prevent accidents caused by falls, slips, or wandering, contributing to the efficiency of medical operations. 【Features】 ○ Wireless conversion by simply connecting existing sensors to the transmitter HB-WSK. ○ Bed exit sensors notify wirelessly in conjunction with the nurse call system. ○ Up to 5 transmitters can be registered with one receiver. ○ The communication distance between the transmitter and receiver is approximately 10 meters. ◎ For more details, please contact us or download the catalog.

On February 24 (Tuesday), the Japan Meteorological Agency announced its three-month forecast for March to May. In the vicinity of Japan, the upper-level westerlies are expected to flow more to the north than usual, making it likely to be covered by warm air. As a result, above-average temperatures are predicted for March and April in regions excluding Okinawa and Amami, and nationwide in May. With an increase in warm days, there may also be days when it feels hot enough to sweat during the daytime. On sunny days, ultraviolet rays are likely to be strong, so please take precautions such as wearing hats and using sunscreen. For more details, please visit our website.

We held the "2nd World Model and Its Surroundings" online, hosted by our company. This time, Mr. Ishii presented the latest paper by LeCun, the proponent of the world model, and our representative, Mr. Omasa, presented the DiWA model. After the presentations, various questions were raised by the participants, leading to discussions on the architecture of the world model, the latest trends, and the potential applications of the world model in 3D representation and future predictions.

Grace Solar looks forward to meeting you at the PV EXPO Solar Power Exhibition, which will be held at Tokyo Big Sight from March 17 (Tuesday) to March 19 (Thursday), 2026. Grace Solar will present a comprehensive solar mounting solution optimized for Japan's diverse terrain and project requirements, exploring the future of Japan's green energy alongside leaders in the global energy industry. Venue: Tokyo Big Sight Date: March 17 (Tuesday) to March 19 (Thursday), 2026 Booth Number: E13-22