{"level":"info","input":{"Message":"[เสียงดนตรี]\r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ ขอต้อนรับเข้าสู่ e-Learning\r\nชุด Data ใกล้ตัว... ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nกระผม ดร.ชาลี วรกุลพิพัฒน์ ครับ\r\n\r\n(คุณจารุจิตร) ดิฉัน ไอซ์ จารุจิตร ค่ะ\r\n\r\nพี่ชาลีขา รู้ไหมคะว่าทุกวันนี้นี่ พวกเราน่ะ\r\nจะต้องอยู่กับข้อมูลจำนวนมากมายมหาศาล\r\n\r\nโหย แบบเยอะแยะเต็มไปหมดเลยนะคะ\r\n\r\nยิ่งในยุคนี้ค่ะ เป็นยุคดิจิทัล\r\nที่อะไร ๆ ก็ดำเนินการขับเคลื่อนไปด้วยข้อมูลทั้งนั้น\r\n\r\nเพราะฉะนั้นแล้วค่ะ\r\nการที่พวกเราจะมีทักษะทางด้าน Data Literacy นี่\r\n\r\nจึงถือได้ว่าเป็นสิ่งจำเป็นแล้วก็สำคัญอย่างยิ่งเลย\r\n\r\nไม่แน่ใจว่าตรงส่วนนี้นี่\r\nพี่ชาลีมีแนวคิดว่าอย่าไงรบ้างคะ\r\n\r\n(ดร.ชาลี) ครับเรามักจะได้ยินประโยค\r\nที่เขาบอกว่า Data is a new oil. นะครับ\r\n\r\nนั่นหมายความว่า Data หรือข้อมูลนี่\r\n\r\nเป็นสิ่งสำคัญหรือเป็นขุมทรัพย์\r\nที่ใหม่ที่สุดขององค์กรในปัจจุบันนะครับ\r\n\r\nนั่นหมายความว่าถ้าองค์กรนี่\r\nสามารถเก็บข้อมูลได้มากนะครับ\r\n\r\nแล้วก็สามารถนำประโยชน์นะครับ\r\nนำมาใช้ประโยชน์จากข้อมูลให้ได้มากที่สุดนี่\r\n\r\nก็จะถือว่าได้เปรียบนะครับ\r\nได้เปรียบมากกว่าองค์กรอื่น ๆ นะครับ\r\n\r\n(คุณจารุจิตร) แล้วแบบนี้ค่ะพี่ชาลี ใครบ้างล่ะคะ\r\nที่จำเป็นจะต้องมีทักษะทางด้าน Data Literacy\r\n\r\n(ดร.ชาลี) พอเราพูดถึงคำว่าข้อมูลสำคัญนี่นะครับ\r\n\r\nเนื่องจากมันสำคัญ นั่นแปลว่าทุกคนในองค์กร\r\nจะต้องมีทักษะในเรื่องของ Data Literacy นะครับ\r\n\r\nซึ่งทักษะตรงนี้นี่นะครับ\r\nมันจะรวมถึงตั้งแต่การใช้ข้อมูล\r\n\r\nการวิเคราะห์ข้อมูล การรวบรวมข้อมูล และอื่น ๆ\r\n\r\nซึ่งก็ขึ้นอยู่กับหน้าที่ของแต่ละคนในองค์กรนะครับ\r\nว่าจะต้องกระทำการใด ๆ กับข้อมูลต่าง ๆ\r\n\r\n(คุณจารุจิตร) Oh My Gosh!\r\nถ้าเกิดว่าเกี่ยวข้องกับคนทั้งองค์กรขนาดนี้\r\n\r\nแล้วเราจะมีการผลักดันให้บุคลากรของเรานี่\r\nมีทักษะทางด้าน Data Literacy อย่างไรคะ\r\n\r\n(ดร.ชาลี) เราพูดถึง Data Literacy ในองค์กรนะครับ\r\n\r\nคือพนักงานทุกคนนี่\r\nจะต้องมีความรู้เรื่องนี้อยู่แล้ว\r\n\r\nเพียงแต่ว่าทักษะนี่อาจจะแตกต่างกัน\r\nในแต่ละตำแหน่งหรือบทบาทนะครับ\r\n\r\nอย่างถ้าเกิดเป็นผู้บริหารนะครับ\r\nก็จะต้องรู้จักการวิเคราะห์ข้อมูลนะครับ\r\n\r\nว่าจะเอาข้อมูลเหล่านี้นี่\r\nมาใช้ประโยชน์ให้สูงที่สุดได้อย่างไรบ้างนะครับ\r\n\r\nส่วนฝ่ายไอทีฅ จะต้องคำนึงถึง\r\nเรื่องของการดีไซน์ Database นะครับ\r\n\r\nหรือการออกแบบฐานข้อมูลอย่างไร\r\nที่จะให้ข้อมูลเหล่านั้นนี่\r\n\r\nถูกนำมาใช้ได้อย่างรวดเร็วและปลอดภัยนะครับ\r\n\r\nส่วนผู้ใช้งานระดับทั่วไปก็จะต้องรู้ว่ามีระบบใดบ้าง\r\n\r\nที่เราจะได้มีการนำพวกนั้นนี่\r\nมาใช้ให้ได้เกิดประโยชน์สูงสุดนะครับ\r\n\r\n(คุณจารุจิตร) โห พี่ชาลีเล่ามาขนาดนี้แล้วนี่\r\nไอซ์ก็เริ่มที่จะเห็นความสำคัญของข้อมูลแล้วล่ะค่ะ\r\n\r\nถ้าสมมุติว่าไอซ์น่ะ\r\nกำลังกุมข้อมูลอยู่จำนวนมากมายมหาศาลเลย\r\n\r\nแต่ปัญหาก็คือ ไอซ์น่ะ\r\nไม่รู้ว่าจะต้องนำข้อมูลนั้น ๆ น่ะ มาใช้ประโยชน์อย่างไร\r\n\r\nรู้แหละว่าข้อมูลมีเยอะน่ะ ยิ่งดี\r\nแต่ว่าไอซ์นำออกมาใช้ประโยชน์ไม่เป็นน่ะ\r\n\r\nตรงส่วนนี้อยากจะให้พี่ชาลีช่วยชี้แนะนิดหนึ่งนะคะ\r\n\r\n(ดร.ชาลี) ครับ ตรงนี้ก็ขึ้นอยู่กับองค์กร\r\nหรือ สวทช. นะครับ\r\n\r\nที่จะต้องมีการสื่อสารให้กับพนักงานทุกระดับ\r\n\r\nทั่วทั้งองค์กรให้ทราบว่า สวทช. นี่\r\nมีระบบสารสนเทศใด ๆ บ้างนะครับ\r\n\r\nมีการเก็บข้อมูลใดบ้าง\r\n\r\nและข้อมูลใดที่สามารถนำมา Reuse\r\nหรือนำมาใช้งานได้ทันทีนะครับ\r\n\r\nอย่างยกตัวอย่างนะครับ อย่างสมมุติฝ่ายบุคคล\r\nก็จะมีข้อมูลของบุคคลอยู่นะครับ\r\n\r\nแล้วถ้าเกิดอนาคตเราอยากพัฒนาระบบ\r\nที่เกี่ยวข้องกับ...\r\n\r\nยกตัวอย่างเช่นข้อมูลโครงการนะครับ\r\n\r\nก็สามารถดึงบุคคลมาใส่\r\nในช่องของสมาชิกในโครงการนั้นได้นะครับ\r\n\r\nนั่นถือว่าเราเป็นการนำข้อมูลมาใช้...\r\nข้อมูลที่อยู่แล้วมาใช้ได้นะครับ\r\n\r\nโดยไม่จำเป็นต้องมีการกรอกข้อมูลใหม่นะครับ\r\n\r\nหรือยกตัวอย่างที่ Advance ขึ้น\r\n\r\nก็คือถ้าเกิดเราอยากสร้างระบบผู้เชี่ยวชาญ\r\nหรือระบบ Expert System\r\n\r\nอยากรู้ว่าพนักงานคนไหนเชี่ยวชาญด้านไหน\r\n\r\nก็ไม่ใช่ว่าต้องไปรวบรวมจากพนักงานใหม่\r\nว่าคนนี้ชื่ออะไร เชี่ยวชาญด้านไหน\r\n\r\nจริง ๆ ก็สามารถดึงข้อมูลบุคคลมาได้\r\n\r\nเราก็สามารถลิงก์หรือวิเคราะห์จากโครงการ\r\nที่พนักงานคนนั้นได้เคยทำอยู่\r\n\r\nก็จะรู้ได้ว่าคนนี้เชี่ยวชาญด้านไหนนะครับ\r\n\r\nอันนี้คือเป็นการวิเคราะห์ข้อมูล\r\n\r\nหรือมีการดึงข้อมูลมาใช้ให้เกิดประโยชน์\r\nได้แบบอัตโนมัติโดยคร่าว ๆ นะครับ\r\n\r\n(คุณจารุจิตร) พี่ชาลีขา\r\nสมมุติว่าอันนี้ไอซ์แอบกระซิบดัง ๆ ถามนะ\r\n\r\nว่าถ้าเกิดไอซ์อยากจะรวยทางลัดอย่างนี้ค่ะ\r\n\r\nแล้วแบบโอ๊ยไอซ์เอาข้อมูลของบุคลากร สวทช.\r\nไปขายให้มิจฉาชีพ\r\n\r\nทีนี้ไอซ์จะมีความผิดอะไรไหมล่ะคะ\r\n\r\n(ดร.ชาลี) ก็ชัดเจนนะครับ\r\nสมมุติเราอยากรวยทางลัดก็แปลว่าเราน่าจะผิดนะ\r\n\r\nถ้าเกิดเอาข้อมูลมาใช้โดยที่เราไม่มีสิทธิ\r\n\r\nหรือเราพยายามเอาประโยชน์\r\nจากลาภชิ้นที่มิควรได้นะครับ\r\n\r\nนั่นหมายความว่าเราขโมยข้อมูลแบบไปขาย\r\nก็ผิดแน่นอนอยู่แล้วนะครับ อันนี้ก็ค่อนข้างเคลียร์ครับ\r\n\r\n(คุณจารุจิตร) อืม แล้โอเคเมื่อสักครู่นี้\r\nไอซ์แบบผิดโดยตั้งใจนะ\r\n\r\nแล้วถ้าเกิดว่าไอซ์ไม่ได้ตั้งใจแหละ\r\n\r\nเช่นแบบเออเอากระดาษ Reuse น่ะ\r\nไปชั่งกิโลฯ ขาย\r\n\r\nแล้วอีกหน้าหนึ่งของกระดาษนี่\r\nเป็นข้อมูลแบบลับสุดยอดของ สวทช. น่ะ\r\n\r\nอันนี้ได้ตั้งใจจริง ๆ น่ะ\r\nพยายามเต็มที่แล้วจะมีความผิดอยู่ไหมคะ\r\n\r\n(ดร.ชาลี) เราอาจจะเคยได้ยินคำว่า\r\n\"ผิดแบบรู้เท่าไม่ถึงการณ์\" นะครับ\r\n\r\nซึ่งความเป็นจริงตรงนี้นี่\r\nมันก็ไม่รู้ว่าตั้งใจหรือไม่ตั้งใจ\r\n\r\nหรือรู้ถึงการณ์หรือไม่ถึงการณ์อันนี้ก็บอกไม่ได้นะครับ\r\nก็ต้องมีการวิเคราะห์นะครับ\r\n\r\nมีการสืบสวนต่อไปนะครับ\r\n\r\nอย่างยกตัวอย่างน่ะ สมมุติถ้าเกิดเราไม่ตั้งใจนะครับ\r\nเพราะว่าเราใช้กระดาษ Reuse นี่นะครับ\r\n\r\nแต่ถ้าเกิดมีการสืบสวนได้ว่าความเป็นจริงนี่ คือ\r\n\r\nเราจะต้องมีการ Classify\r\nหรือแยกข้อมูลที่เป็นความลับอยู่แล้ว\r\n\r\nมีมาตรการการทำลายเอกสารที่เป็นความลับ\r\n\r\nการที่เอากระดาษที่เป็นความลับมา Reuse\r\n\r\nนั่นแปลว่าเราไม่ดำเนินการมาตรการ\r\nการทำลายเอกสารนะครับ\r\n\r\nนั่นก็ถือว่ามันก็ผิดอยู่แล้วนะครับ\r\n\r\nถึงแม้ว่าเราจะไม่ได้ตั้งใจนะครับ\r\nก็ถือว่าเป็นความผิด\r\n\r\nในรูปแบบของอาจจะเป็นการประมาทเลินเล่อ\r\nหรืออย่างไรก็ต้อง\r\n\r\nวิเคราะห์อีกทีหนึ่งครับ\r\n\r\n(คุณจารุจิตร) ค่ะ โหย พี่ชาลีเราพูดกัน\r\nถึงเรื่องข้อมูลหลุดนี่ มาสักระยะหนึ่งกันแล้วนะ\r\n\r\nทีนี้ค่ะ ไอซ์อยากจะสอบถามไปเพิ่มเติมว่า\r\n\r\nเกี่ยวกับนโยบายของ สวทช.\r\nซึ่งหลาย ๆ ท่านนี่ น่าจะมีความคุ้นชินแล้วแหละนะ\r\n\r\nว่านโยบายของ สวทช. คือพวกเรานี่\r\nจะต้องใช้งานอีเมล ระบบ\r\n\r\nรวมไปถึงซอฟต์แวร์ต่าง ๆ\r\nที่ สวทช. เป็นผู้ดูแลนะ\r\n\r\nทีนี้ค่ะ ไอซ์ก็เป็นเด็กดี ไอซ์ก็ใช้ทุกอย่าง\r\nขององค์กรของเรานะคะ ตามนโยบายเลย\r\n\r\nทีนี้ เผอิญข้อมูลหลุดซะงั้น\r\n\r\nอันนี้ก็หมายความว่า ระบบของเรา\r\nไม่ได้มีความ Secure เลยเหรอคะพี่ หรืออย่างไร\r\n\r\n(ดร.ชาลี) คือความผิดพลาดนะครับ\r\nในการทำข้อมูลโหลดนี่ ผมใช้คำว่า\r\n\r\nเป็นเรื่องปกติที่เกิดได้กับทุกคนนะครับ\r\n\r\nซึ่งความผิดพลาดตรงนี้นี่ มันก็เกิดได้ทั้ง 2 แบบ\r\nอาจจะเป็น Human Error คือเราทำผิดเองนะครับ\r\n\r\nหรืออาจจะเกิดจากระบบก็ได้นะครับ\r\n\r\nอันนี้ก็ต้องวิเคราะห์สืบสวนต่อไปนะครับผม\r\n\r\nทุกอย่างอันหนึ่ง คือระบบที่...\r\nความผิดพลาดที่เกิดขึ้นได้บ่อยที่สุดนี่\r\n\r\nก็เช่นหรือเป็นการส่งอีเมลผิดคนนะครับ\r\n\r\nหรือเราเผลอใส่ช่อง CC แทนช่อง BCC นะครับ\r\n\r\nซึ่งทำให้คนที่รับอีเมลนี่\r\nจะรู้หมดเลยว่าเราส่งหาใครบ้าง\r\n\r\nกรณีถ้าอีเมลนั้นเป็นความลับ\r\nที่ไม่ต้องการให้รู้ว่าส่งไปยังใครบ้าง\r\n\r\nซึ่งถ้ามันเกิดเหตุการณ์แบบนี้ปุ๊บแล้วนี่นะครับ\r\n\r\nก็อาจจะมองว่า\r\nมันก็คือเป็น Human Error นั่นแหละนะครับ\r\n\r\nคือไม่ใช่เป็นเรื่องของระบบนะครับ\r\n\r\nถ้าเกิดไรขึ้นมาก็ปรึกษาผู้บังคับบัญชา\r\nหัวหน้าโครงการ หรือผู้ที่เชื่อถือได้ต่อไปนะครับ\r\n\r\nซึ่งตรงนี้ก็ไม่เกี่ยวข้องกับระบบนะครับ\r\n\r\n(คุณจารุจิตร) อยากจะให้พี่ชาลี\r\nช่วยคอนเฟิร์มนิดหนึ่งค่ะ\r\n\r\nว่า สวทช. ของเรานี่\r\nมีระบบที่บอกว่าปลอดภัยอย่างยิ่งเลยให้เพื่อน ๆ ใช้\r\n\r\n(ดร.ชาลี) คือระบบ สวทช. นี่นะครับ\r\nถ้าเอาตามตรงก็คือระบบทรัพย์สนเทศนะครับ\r\n\r\nก็ได้รับมาตรฐาน Security ISO 0781 อยู่\r\nก็ถือว่ามีความน่าเชื่อถือในระดับหนึ่งนะครับ\r\n\r\nประกอบกับบุคลากรนะครับ นักเทคโนโลยี\r\nผู้เชี่ยวชาญ นักเทคนิค ในฝ่ายไอที Security นี่\r\n\r\nก็มีประสบการณ์สูงนะครับ\r\nก็น่าจะถือว่าเชื่อมั่นได้ในระดับหนึ่งนะครับ\r\n\r\nแต่ทั้งนี้ทั้งนั้น มันไม่มีระบบใด\r\nที่ปลอดภัย 100 เปอร์เซ็นต์ในโลกนี้นะครับ\r\n\r\nซึ่งก็อาจจะยังมีช่องโหว่อยู่นะครับ\r\n\r\nเราก็เรียกว่าจะขอความร่วมมือทุกท่านนะครับ\r\nช่วยกันใช้แล้วก็วิเคราะห์ช่องโหว่\r\n\r\nถ้าเกิดเจออะไรที่มันผิดพลาดขึ้นมา\r\nก็สามารถแจ้งมายังฝ่ายไอทีของ สก. ได้นะครับ\r\n\r\nแล้วก็ ไอที สก. ก็จะช่วยกันแก้ไขต่อไปครับ\r\n\r\n(คุณจารุจิตร) มาถึงเรื่องของการแชร์\r\nแล้วก็การเปิดเผยข้อมูลบ้างดีกว่าค่ะพี่ชาลีขา\r\n\r\nพี่ชาลีมีคำแนะนำไหมคะ ว่าเราควรที่จะแชร์\r\nหรือเปิดเผยข้อมูลอย่างไรจึงจะไม่เกิดปัญหา\r\n\r\n(ดร.ชาลี) พอเราพูดถึงเรื่องของการแชร์ข้อมูลนี่นะครับ\r\nก็ให้จำไว้คำหนึ่งเลยว่า\r\n\r\nแชร์ข้อมูลหรือเก็บข้อมูลเท่าที่จำเป็น\r\nใช้คำนี้ \"เท่าที่จำเป็น\" นะครับ\r\n\r\nแต่ก็อย่าไปกังวลจนเกินไปจนทำให้เราปิดกั้น\r\nการแชร์ข้อมูล การสร้างความร่วมมือนะครับ\r\n\r\nอันนั้นก็แปลว่าเราแค่กลัวนะครับ\r\n\r\nแต่เราไม่สามารถสร้างประโยชน์จาก Data ได้\r\n\r\nหรือเราไม่สามารถนำประโยชน์ที่ใช้คำว่า\r\nData is a new oil. นี่ มาใช้ให้เกิดประโยชน์ได้\r\n\r\nฉะนั้นเราต้องบาลานซ์ 2 ส่วน ก็คือ+\r\n\r\nการใช้ประโยชน์จากข้อมูล\r\nกับ Data Literacy หรือ Privacy ครับ\r\n\r\n(คุณจารุจิตร) แล้วอย่างในช่วงนี้ค่ะ\r\nที่แบบว่า AI กำลังมาแรงเลย อะไรอะไรก็ AI ทั้งนั้น\r\n\r\nไอซ์เชื่อว่าเพื่อน ๆ หลายท่านนี่\r\n\r\nเคยใช้ AIในการที่จะเป็นตัวช่วยให้การทำงานของพวกเรานี่\r\n\r\nสะดวกสบาย แล้วก็รวดเร็วมากยิ่งขึ้นแน่นอนนะคะ\r\n\r\nไม่ว่าจะเป็นทั้ง ChatGPT เอย Gemini\r\nหรือว่าแพลตฟอร์มอื่น ๆ ก็ตามแต่ค่ะ\r\n\r\nและสำหรับใครที่เคยใช้น่ะ\r\nน่าจะมีความคุ้นชินแล้วแหละว่า\r\n\r\nพวกเราจะต้องป้อนข้อมูลลงไปก่อน\r\nเพื่อที่จะให้ AI ทำอะไรให้กับเราสักอย่างหนึ่ง\r\n\r\nทีนี้ถ้าเกิดว่าข้อมูลที่เป็นความลับหลุดออกไป\r\nจะทำอย่างไร\r\n\r\nพี่ชาลีช่วยแนะนำนิดหนึ่ง\r\nว่าเราจะใช้ AI อย่างไรจึงจะปลอดภัยคะ\r\n\r\n(ดร.ชาลี) ครับที่คุณไอซ์กำลังพูดถึงนี่\r\nเขาเรียกว่า Generative AI นะครับ\r\n\r\nคือเราป้อนคำถามเข้าไปหรือป้อนไฟล์ก็ได้นะครับ\r\n\r\nและ Generative AI ก็จะตอบคำถามกลับมานะครับ\r\n\r\nเหมือนเป็นผู้ช่วย\r\nหรือเป็นเลขานุการของเราได้นะครับ\r\n\r\nแต่สิ่งหนึ่งที่เราจะต้องคำนึงก็คือว่า\r\n\r\nพอเราป้อนข้อมูลเข้าไปนี่\r\nและถ้าเกิดข้อมูลนั้นเกิดมีข้อมูลส่วนบุคคลอยู่\r\n\r\nหรือมีข้อมูลที่เป็นความลับขององค์กร\r\nหรือทรัพย์สินทางปัญญา\r\n\r\nนั่นหมายความว่าเรากำลังแชร์ข้อมูลเหล่านี้\r\nให้กับ Third Party หรือบุคคลที่ 3 นะครับ\r\n\r\nมันไม่ต่างอะไรกับเราส่งไฟล์\r\nหรือส่งข้อมูลไปยังคนอื่นเลย\r\n\r\nเพียงแต่ว่าอันนี้เราส่งไปยังระบบอื่นนะครับ\r\n\r\nซึ่งเราจะรู้ได้อย่างไรว่าระบบของ Generative AI นี่\r\nจะเอาข้อมูลเราไปทำอะไรนะครับ\r\n\r\nฉะนั้นเราต้องระวังตรงนี้ไว้ด้วย ซึ่งวิธีป้องกันก็คือ\r\n\r\nก็ไม่ต่างอะไรกับเราส่งข้อมูลส่วนบุคคลให้กับคนอื่น\r\n\r\nคือเราจะต้อง\r\nทำการลบข้อมูลส่วนบุคคลที่ไม่จำเป็นก่อน\r\n\r\nเพราะว่าบางทีที่เราถามข้อมูลใน Generative AI นี่\r\n\r\nเราต้องการถามอะไรบางอย่าง\r\nเช่น อาจจะให้ช่วยแก้ไขภาษาอังกฤษ ยกตัวอย่างนะ\r\n\r\nหรือช่วยวิเคราะห์อะไรบางอย่าง\r\n\r\nซึ่งข้อมูลส่วนบุคคลมันไม่จำเป็นที่จะต้องใช้ให้เขาเลย\r\nเราก็ต้องทำการลบ หรือมีการใส่ข้อมูลปลอมไปก่อน\r\n\r\nซึ่งตรงนี้เรียกว่าการทำข้อมูลนิรนามหรือ นะครับ\r\n\r\nอันนี้ก็ต้องระวังไว้ครับ\r\n\r\nนอกจากนี้ไม่แน่ใจว่าพี่ชาลี\r\nมีประเด็นอื่น ๆ ที่คิดว่าสำคัญมาก ๆ\r\n\r\nสำหรับแจ้งให้กับเพื่อน ๆ ชาว สวทช. ได้ทราบ\r\nแล้วก็เพื่อที่จะนำไปปฏิบัติบ้างไหมคะ\r\n\r\nก็อย่างแรกเลยก็คงจะต้องรู้เราก่อน\r\n\"รู้เรา\" ก็คือรู้ว่า สวทช. มีระบบอะไรบ้างนะครับ\r\n\r\nแล้วก็ \"รู้สิทธิ์ของตัวเอง\" นะครับ\r\n\r\nว่าเราจะต้องให้ข้อมูลเท่าที่จำเป็นนะครับ\r\nข้อมูลของเรา\r\n\r\nรวมถึงพอเราไป Collect ข้อมูลจากที่อื่น\r\nก็ต้องเก็บข้อมูลเท่าที่จำเป็นเช่นกันนะครับ\r\n\r\nขณะเดียวกันก็พยายามบาลานซ์\r\nระหว่างใช้งานนะครับ\r\n\r\nการสร้างประโยชน์จาก Data ข้อมูลนะครับ\r\n\r\nSecurity กับ Privacy นี่\r\nอย่างที่ได้บอกไปเมื่อสักครู่นี้นะครับ\r\n\r\nพยายามบาลานซ์กัน 2 ฝ่าย\r\n\r\nถ้าเกิดไม่มั่นใจ ปรึกษาผู้บังคับบัญชานะครับ\r\n\r\n(คุณจารุจิตร) ค่ะ และนี่นะคะก็เป็นสิ่งดี ๆ\r\nและก็เป็นประเด็นสำคัญ ๆ\r\n\r\nเกี่ยวกับ Data Literacy ที่ทางพี่ชาลีและก็ไอซ์ค่ะ\r\nนำมาแชร์ให้กับเพื่อน ๆ ได้รับทราบกัน\r\n\r\nเพื่อที่จะทำความเข้าใจนำไปปรับใช้เกี่ยวกับข้อมูล\r\nให้เต็มประสิทธิภาพมากที่สุดนั่นเองนะคะ\r\n\r\nและถ้าสมมติว่าเพื่อน ๆ มีคำถาม มีข้อสงสัย\r\nหรือว่ายังมีความกังวลใด ๆ อยู่\r\n\r\nก็สามารถสอบถามพี่ชาลีได้เลย\r\n\r\nหรือว่าจะเป็น 3 ช่องทางหลักของทีมไอทีก็ได้ค่ะ\r\n\r\nไม่ว่าจะเป็นระบบบริการไอที LINE: KhunSe\r\nหรือว่าเบอร์ 1111 ก็ตามค่ะ\r\n\r\nสำหรับ e-Learning\r\nชุด Data ใกล้ตัว ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nแล้วพวกเรา 2 คนก็ขอตัวลาไปก่อน\r\n\r\nพบกันใหม่โอกาสหน้า สวัสดีครับ\r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ บ๊ายบาย\r\n\r\n[เสียงดนตรี]","Candidate":3,"Ordering":true,"Spacing":true,"SpacingFile":null,"WordToNumber":true,"EnWord":true,"ThWord":true,"Transliteration":true,"TransliterationMatchingCase":"insensitive","TransliterationFile":null,"Reduplication":true,"Corrector":true,"Register":true,"RegisterFile":null},"time":"2025-04-29T17:51:53+07:00","caller":"/go/src/app/internal/handler/text_improver.go:95"}
{"level":"info","ordering":"[เสียงดนตรี]\r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ ขอต้อนรับเข้าสู่ e-Learning\r\nชุด Data ใกล้ตัว... ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nกระผม ดร.ชาลี วรกุลพิพัฒน์ ครับ\r\n\r\n(คุณจารุจิตร) ดิฉัน ไอซ์ จารุจิตร ค่ะ\r\n\r\nพี่ชาลีขา รู้ไหมคะว่าทุกวันนี้นี่ พวกเราน่ะ\r\nจะต้องอยู่กับข้อมูลจำนวนมากมายมหาศาล\r\n\r\nโหย แบบเยอะแยะเต็มไปหมดเลยนะคะ\r\n\r\nยิ่งในยุคนี้ค่ะ เป็นยุคดิจิทัล\r\nที่อะไร ๆ ก็ดำเนินการขับเคลื่อนไปด้วยข้อมูลทั้งนั้น\r\n\r\nเพราะฉะนั้นแล้วค่ะ\r\nการที่พวกเราจะมีทักษะทางด้าน Data Literacy นี่\r\n\r\nจึงถือได้ว่าเป็นสิ่งจำเป็นแล้วก็สำคัญอย่างยิ่งเลย\r\n\r\nไม่แน่ใจว่าตรงส่วนนี้นี่\r\nพี่ชาลีมีแนวคิดว่าอย่าไงรบ้างคะ\r\n\r\n(ดร.ชาลี) ครับเรามักจะได้ยินประโยค\r\nที่เขาบอกว่า Data is a new oil. นะครับ\r\n\r\nนั่นหมายความว่า Data หรือข้อมูลนี่\r\n\r\nเป็นสิ่งสำคัญหรือเป็นขุมทรัพย์\r\nที่ใหม่ที่สุดขององค์กรในปัจจุบันนะครับ\r\n\r\nนั่นหมายความว่าถ้าองค์กรนี่\r\nสามารถเก็บข้อมูลได้มากนะครับ\r\n\r\nแล้วก็สามารถนำประโยชน์นะครับ\r\nนำมาใช้ประโยชน์จากข้อมูลให้ได้มากที่สุดนี่\r\n\r\nก็จะถือว่าได้เปรียบนะครับ\r\nได้เปรียบมากกว่าองค์กรอื่น ๆ นะครับ\r\n\r\n(คุณจารุจิตร) แล้วแบบนี้ค่ะพี่ชาลี ใครบ้างล่ะคะ\r\nที่จำเป็นจะต้องมีทักษะทางด้าน Data Literacy\r\n\r\n(ดร.ชาลี) พอเราพูดถึงคำว่าข้อมูลสำคัญนี่นะครับ\r\n\r\nเนื่องจากมันสำคัญ นั่นแปลว่าทุกคนในองค์กร\r\nจะต้องมีทักษะในเรื่องของ Data Literacy นะครับ\r\n\r\nซึ่งทักษะตรงนี้นี่นะครับ\r\nมันจะรวมถึงตั้งแต่การใช้ข้อมูล\r\n\r\nการวิเคราะห์ข้อมูล การรวบรวมข้อมูล และอื่น ๆ\r\n\r\nซึ่งก็ขึ้นอยู่กับหน้าที่ของแต่ละคนในองค์กรนะครับ\r\nว่าจะต้องกระทำการใด ๆ กับข้อมูลต่าง ๆ\r\n\r\n(คุณจารุจิตร) Oh My Gosh!\r\nถ้าเกิดว่าเกี่ยวข้องกับคนทั้งองค์กรขนาดนี้\r\n\r\nแล้วเราจะมีการผลักดันให้บุคลากรของเรานี่\r\nมีทักษะทางด้าน Data Literacy อย่างไรคะ\r\n\r\n(ดร.ชาลี) เราพูดถึง Data Literacy ในองค์กรนะครับ\r\n\r\nคือพนักงานทุกคนนี่\r\nจะต้องมีความรู้เรื่องนี้อยู่แล้ว\r\n\r\nเพียงแต่ว่าทักษะนี่อาจจะแตกต่างกัน\r\nในแต่ละตำแหน่งหรือบทบาทนะครับ\r\n\r\nอย่างถ้าเกิดเป็นผู้บริหารนะครับ\r\nก็จะต้องรู้จักการวิเคราะห์ข้อมูลนะครับ\r\n\r\nว่าจะเอาข้อมูลเหล่านี้นี่\r\nมาใช้ประโยชน์ให้สูงที่สุดได้อย่างไรบ้างนะครับ\r\n\r\nส่วนฝ่ายไอทีฅ จะต้องคำนึงถึง\r\nเรื่องของการดีไซน์ Database นะครับ\r\n\r\nหรือการออกแบบฐานข้อมูลอย่างไร\r\nที่จะให้ข้อมูลเหล่านั้นนี่\r\n\r\nถูกนำมาใช้ได้อย่างรวดเร็วและปลอดภัยนะครับ\r\n\r\nส่วนผู้ใช้งานระดับทั่วไปก็จะต้องรู้ว่ามีระบบใดบ้าง\r\n\r\nที่เราจะได้มีการนำพวกนั้นนี่\r\nมาใช้ให้ได้เกิดประโยชน์สูงสุดนะครับ\r\n\r\n(คุณจารุจิตร) โห พี่ชาลีเล่ามาขนาดนี้แล้วนี่\r\nไอซ์ก็เริ่มที่จะเห็นความสำคัญของข้อมูลแล้วล่ะค่ะ\r\n\r\nถ้าสมมุติว่าไอซ์น่ะ\r\nกำลังกุมข้อมูลอยู่จำนวนมากมายมหาศาลเลย\r\n\r\nแต่ปัญหาก็คือ ไอซ์น่ะ\r\nไม่รู้ว่าจะต้องนำข้อมูลนั้น ๆ น่ะ มาใช้ประโยชน์อย่างไร\r\n\r\nรู้แหละว่าข้อมูลมีเยอะน่ะ ยิ่งดี\r\nแต่ว่าไอซ์นำออกมาใช้ประโยชน์ไม่เป็นน่ะ\r\n\r\nตรงส่วนนี้อยากจะให้พี่ชาลีช่วยชี้แนะนิดหนึ่งนะคะ\r\n\r\n(ดร.ชาลี) ครับ ตรงนี้ก็ขึ้นอยู่กับองค์กร\r\nหรือ สวทช. นะครับ\r\n\r\nที่จะต้องมีการสื่อสารให้กับพนักงานทุกระดับ\r\n\r\nทั่วทั้งองค์กรให้ทราบว่า สวทช. นี่\r\nมีระบบสารสนเทศใด ๆ บ้างนะครับ\r\n\r\nมีการเก็บข้อมูลใดบ้าง\r\n\r\nและข้อมูลใดที่สามารถนำมา Reuse\r\nหรือนำมาใช้งานได้ทันทีนะครับ\r\n\r\nอย่างยกตัวอย่างนะครับ อย่างสมมุติฝ่ายบุคคล\r\nก็จะมีข้อมูลของบุคคลอยู่นะครับ\r\n\r\nแล้วถ้าเกิดอนาคตเราอยากพัฒนาระบบ\r\nที่เกี่ยวข้องกับ...\r\n\r\nยกตัวอย่างเช่นข้อมูลโครงการนะครับ\r\n\r\nก็สามารถดึงบุคคลมาใส่\r\nในช่องของสมาชิกในโครงการนั้นได้นะครับ\r\n\r\nนั่นถือว่าเราเป็นการนำข้อมูลมาใช้...\r\nข้อมูลที่อยู่แล้วมาใช้ได้นะครับ\r\n\r\nโดยไม่จำเป็นต้องมีการกรอกข้อมูลใหม่นะครับ\r\n\r\nหรือยกตัวอย่างที่ Advance ขึ้น\r\n\r\nก็คือถ้าเกิดเราอยากสร้างระบบผู้เชี่ยวชาญ\r\nหรือระบบ Expert System\r\n\r\nอยากรู้ว่าพนักงานคนไหนเชี่ยวชาญด้านไหน\r\n\r\nก็ไม่ใช่ว่าต้องไปรวบรวมจากพนักงานใหม่\r\nว่าคนนี้ชื่ออะไร เชี่ยวชาญด้านไหน\r\n\r\nจริง ๆ ก็สามารถดึงข้อมูลบุคคลมาได้\r\n\r\nเราก็สามารถลิงก์หรือวิเคราะห์จากโครงการ\r\nที่พนักงานคนนั้นได้เคยทำอยู่\r\n\r\nก็จะรู้ได้ว่าคนนี้เชี่ยวชาญด้านไหนนะครับ\r\n\r\nอันนี้คือเป็นการวิเคราะห์ข้อมูล\r\n\r\nหรือมีการดึงข้อมูลมาใช้ให้เกิดประโยชน์\r\nได้แบบอัตโนมัติโดยคร่าว ๆ นะครับ\r\n\r\n(คุณจารุจิตร) พี่ชาลีขา\r\nสมมุติว่าอันนี้ไอซ์แอบกระซิบดัง ๆ ถามนะ\r\n\r\nว่าถ้าเกิดไอซ์อยากจะรวยทางลัดอย่างนี้ค่ะ\r\n\r\nแล้วแบบโอ๊ยไอซ์เอาข้อมูลของบุคลากร สวทช.\r\nไปขายให้มิจฉาชีพ\r\n\r\nทีนี้ไอซ์จะมีความผิดอะไรไหมล่ะคะ\r\n\r\n(ดร.ชาลี) ก็ชัดเจนนะครับ\r\nสมมุติเราอยากรวยทางลัดก็แปลว่าเราน่าจะผิดนะ\r\n\r\nถ้าเกิดเอาข้อมูลมาใช้โดยที่เราไม่มีสิทธิ\r\n\r\nหรือเราพยายามเอาประโยชน์\r\nจากลาภชิ้นที่มิควรได้นะครับ\r\n\r\nนั่นหมายความว่าเราขโมยข้อมูลแบบไปขาย\r\nก็ผิดแน่นอนอยู่แล้วนะครับ อันนี้ก็ค่อนข้างเคลียร์ครับ\r\n\r\n(คุณจารุจิตร) อืม แล้โอเคเมื่อสักครู่นี้\r\nไอซ์แบบผิดโดยตั้งใจนะ\r\n\r\nแล้วถ้าเกิดว่าไอซ์ไม่ได้ตั้งใจแหละ\r\n\r\nเช่นแบบเออเอากระดาษ Reuse น่ะ\r\nไปชั่งกิโลฯ ขาย\r\n\r\nแล้วอีกหน้าหนึ่งของกระดาษนี่\r\nเป็นข้อมูลแบบลับสุดยอดของ สวทช. น่ะ\r\n\r\nอันนี้ได้ตั้งใจจริง ๆ น่ะ\r\nพยายามเต็มที่แล้วจะมีความผิดอยู่ไหมคะ\r\n\r\n(ดร.ชาลี) เราอาจจะเคยได้ยินคำว่า\r\n\"ผิดแบบรู้เท่าไม่ถึงการณ์\" นะครับ\r\n\r\nซึ่งความเป็นจริงตรงนี้นี่\r\nมันก็ไม่รู้ว่าตั้งใจหรือไม่ตั้งใจ\r\n\r\nหรือรู้ถึงการณ์หรือไม่ถึงการณ์อันนี้ก็บอกไม่ได้นะครับ\r\nก็ต้องมีการวิเคราะห์นะครับ\r\n\r\nมีการสืบสวนต่อไปนะครับ\r\n\r\nอย่างยกตัวอย่างน่ะ สมมุติถ้าเกิดเราไม่ตั้งใจนะครับ\r\nเพราะว่าเราใช้กระดาษ Reuse นี่นะครับ\r\n\r\nแต่ถ้าเกิดมีการสืบสวนได้ว่าความเป็นจริงนี่ คือ\r\n\r\nเราจะต้องมีการ Classify\r\nหรือแยกข้อมูลที่เป็นความลับอยู่แล้ว\r\n\r\nมีมาตรการการทำลายเอกสารที่เป็นความลับ\r\n\r\nการที่เอากระดาษที่เป็นความลับมา Reuse\r\n\r\nนั่นแปลว่าเราไม่ดำเนินการมาตรการ\r\nการทำลายเอกสารนะครับ\r\n\r\nนั่นก็ถือว่ามันก็ผิดอยู่แล้วนะครับ\r\n\r\nถึงแม้ว่าเราจะไม่ได้ตั้งใจนะครับ\r\nก็ถือว่าเป็นความผิด\r\n\r\nในรูปแบบของอาจจะเป็นการประมาทเลินเล่อ\r\nหรืออย่างไรก็ต้อง\r\n\r\nวิเคราะห์อีกทีหนึ่งครับ\r\n\r\n(คุณจารุจิตร) ค่ะ โหย พี่ชาลีเราพูดกัน\r\nถึงเรื่องข้อมูลหลุดนี่ มาสักระยะหนึ่งกันแล้วนะ\r\n\r\nทีนี้ค่ะ ไอซ์อยากจะสอบถามไปเพิ่มเติมว่า\r\n\r\nเกี่ยวกับนโยบายของ สวทช.\r\nซึ่งหลาย ๆ ท่านนี่ น่าจะมีความคุ้นชินแล้วแหละนะ\r\n\r\nว่านโยบายของ สวทช. คือพวกเรานี่\r\nจะต้องใช้งานอีเมล ระบบ\r\n\r\nรวมไปถึงซอฟต์แวร์ต่าง ๆ\r\nที่ สวทช. เป็นผู้ดูแลนะ\r\n\r\nทีนี้ค่ะ ไอซ์ก็เป็นเด็กดี ไอซ์ก็ใช้ทุกอย่าง\r\nขององค์กรของเรานะคะ ตามนโยบายเลย\r\n\r\nทีนี้ เผอิญข้อมูลหลุดซะงั้น\r\n\r\nอันนี้ก็หมายความว่า ระบบของเรา\r\nไม่ได้มีความ Secure เลยเหรอคะพี่ หรืออย่างไร\r\n\r\n(ดร.ชาลี) คือความผิดพลาดนะครับ\r\nในการทำข้อมูลโหลดนี่ ผมใช้คำว่า\r\n\r\nเป็นเรื่องปกติที่เกิดได้กับทุกคนนะครับ\r\n\r\nซึ่งความผิดพลาดตรงนี้นี่ มันก็เกิดได้ทั้ง 2 แบบ\r\nอาจจะเป็น Human Error คือเราทำผิดเองนะครับ\r\n\r\nหรืออาจจะเกิดจากระบบก็ได้นะครับ\r\n\r\nอันนี้ก็ต้องวิเคราะห์สืบสวนต่อไปนะครับผม\r\n\r\nทุกอย่างอันหนึ่ง คือระบบที่...\r\nความผิดพลาดที่เกิดขึ้นได้บ่อยที่สุดนี่\r\n\r\nก็เช่นหรือเป็นการส่งอีเมลผิดคนนะครับ\r\n\r\nหรือเราเผลอใส่ช่อง CC แทนช่อง BCC นะครับ\r\n\r\nซึ่งทำให้คนที่รับอีเมลนี่\r\nจะรู้หมดเลยว่าเราส่งหาใครบ้าง\r\n\r\nกรณีถ้าอีเมลนั้นเป็นความลับ\r\nที่ไม่ต้องการให้รู้ว่าส่งไปยังใครบ้าง\r\n\r\nซึ่งถ้ามันเกิดเหตุการณ์แบบนี้ปุ๊บแล้วนี่นะครับ\r\n\r\nก็อาจจะมองว่า\r\nมันก็คือเป็น Human Error นั่นแหละนะครับ\r\n\r\nคือไม่ใช่เป็นเรื่องของระบบนะครับ\r\n\r\nถ้าเกิดไรขึ้นมาก็ปรึกษาผู้บังคับบัญชา\r\nหัวหน้าโครงการ หรือผู้ที่เชื่อถือได้ต่อไปนะครับ\r\n\r\nซึ่งตรงนี้ก็ไม่เกี่ยวข้องกับระบบนะครับ\r\n\r\n(คุณจารุจิตร) อยากจะให้พี่ชาลี\r\nช่วยคอนเฟิร์มนิดหนึ่งค่ะ\r\n\r\nว่า สวทช. ของเรานี่\r\nมีระบบที่บอกว่าปลอดภัยอย่างยิ่งเลยให้เพื่อน ๆ ใช้\r\n\r\n(ดร.ชาลี) คือระบบ สวทช. นี่นะครับ\r\nถ้าเอาตามตรงก็คือระบบทรัพย์สนเทศนะครับ\r\n\r\nก็ได้รับมาตรฐาน Security ISO 0781 อยู่\r\nก็ถือว่ามีความน่าเชื่อถือในระดับหนึ่งนะครับ\r\n\r\nประกอบกับบุคลากรนะครับ นักเทคโนโลยี\r\nผู้เชี่ยวชาญ นักเทคนิค ในฝ่ายไอที Security นี่\r\n\r\nก็มีประสบการณ์สูงนะครับ\r\nก็น่าจะถือว่าเชื่อมั่นได้ในระดับหนึ่งนะครับ\r\n\r\nแต่ทั้งนี้ทั้งนั้น มันไม่มีระบบใด\r\nที่ปลอดภัย 100 เปอร์เซ็นต์ในโลกนี้นะครับ\r\n\r\nซึ่งก็อาจจะยังมีช่องโหว่อยู่นะครับ\r\n\r\nเราก็เรียกว่าจะขอความร่วมมือทุกท่านนะครับ\r\nช่วยกันใช้แล้วก็วิเคราะห์ช่องโหว่\r\n\r\nถ้าเกิดเจออะไรที่มันผิดพลาดขึ้นมา\r\nก็สามารถแจ้งมายังฝ่ายไอทีของ สก. ได้นะครับ\r\n\r\nแล้วก็ ไอที สก. ก็จะช่วยกันแก้ไขต่อไปครับ\r\n\r\n(คุณจารุจิตร) มาถึงเรื่องของการแชร์\r\nแล้วก็การเปิดเผยข้อมูลบ้างดีกว่าค่ะพี่ชาลีขา\r\n\r\nพี่ชาลีมีคำแนะนำไหมคะ ว่าเราควรที่จะแชร์\r\nหรือเปิดเผยข้อมูลอย่างไรจึงจะไม่เกิดปัญหา\r\n\r\n(ดร.ชาลี) พอเราพูดถึงเรื่องของการแชร์ข้อมูลนี่นะครับ\r\nก็ให้จำไว้คำหนึ่งเลยว่า\r\n\r\nแชร์ข้อมูลหรือเก็บข้อมูลเท่าที่จำเป็น\r\nใช้คำนี้ \"เท่าที่จำเป็น\" นะครับ\r\n\r\nแต่ก็อย่าไปกังวลจนเกินไปจนทำให้เราปิดกั้น\r\nการแชร์ข้อมูล การสร้างความร่วมมือนะครับ\r\n\r\nอันนั้นก็แปลว่าเราแค่กลัวนะครับ\r\n\r\nแต่เราไม่สามารถสร้างประโยชน์จาก Data ได้\r\n\r\nหรือเราไม่สามารถนำประโยชน์ที่ใช้คำว่า\r\nData is a new oil. นี่ มาใช้ให้เกิดประโยชน์ได้\r\n\r\nฉะนั้นเราต้องบาลานซ์ 2 ส่วน ก็คือ+\r\n\r\nการใช้ประโยชน์จากข้อมูล\r\nกับ Data Literacy หรือ Privacy ครับ\r\n\r\n(คุณจารุจิตร) แล้วอย่างในช่วงนี้ค่ะ\r\nที่แบบว่า AI กำลังมาแรงเลย อะไรอะไรก็ AI ทั้งนั้น\r\n\r\nไอซ์เชื่อว่าเพื่อน ๆ หลายท่านนี่\r\n\r\nเคยใช้ AIในการที่จะเป็นตัวช่วยให้การทำงานของพวกเรานี่\r\n\r\nสะดวกสบาย แล้วก็รวดเร็วมากยิ่งขึ้นแน่นอนนะคะ\r\n\r\nไม่ว่าจะเป็นทั้ง ChatGPT เอย Gemini\r\nหรือว่าแพลตฟอร์มอื่น ๆ ก็ตามแต่ค่ะ\r\n\r\nและสำหรับใครที่เคยใช้น่ะ\r\nน่าจะมีความคุ้นชินแล้วแหละว่า\r\n\r\nพวกเราจะต้องป้อนข้อมูลลงไปก่อน\r\nเพื่อที่จะให้ AI ทำอะไรให้กับเราสักอย่างหนึ่ง\r\n\r\nทีนี้ถ้าเกิดว่าข้อมูลที่เป็นความลับหลุดออกไป\r\nจะทำอย่างไร\r\n\r\nพี่ชาลีช่วยแนะนำนิดหนึ่ง\r\nว่าเราจะใช้ AI อย่างไรจึงจะปลอดภัยคะ\r\n\r\n(ดร.ชาลี) ครับที่คุณไอซ์กำลังพูดถึงนี่\r\nเขาเรียกว่า Generative AI นะครับ\r\n\r\nคือเราป้อนคำถามเข้าไปหรือป้อนไฟล์ก็ได้นะครับ\r\n\r\nและ Generative AI ก็จะตอบคำถามกลับมานะครับ\r\n\r\nเหมือนเป็นผู้ช่วย\r\nหรือเป็นเลขานุการของเราได้นะครับ\r\n\r\nแต่สิ่งหนึ่งที่เราจะต้องคำนึงก็คือว่า\r\n\r\nพอเราป้อนข้อมูลเข้าไปนี่\r\nและถ้าเกิดข้อมูลนั้นเกิดมีข้อมูลส่วนบุคคลอยู่\r\n\r\nหรือมีข้อมูลที่เป็นความลับขององค์กร\r\nหรือทรัพย์สินทางปัญญา\r\n\r\nนั่นหมายความว่าเรากำลังแชร์ข้อมูลเหล่านี้\r\nให้กับ Third Party หรือบุคคลที่ 3 นะครับ\r\n\r\nมันไม่ต่างอะไรกับเราส่งไฟล์\r\nหรือส่งข้อมูลไปยังคนอื่นเลย\r\n\r\nเพียงแต่ว่าอันนี้เราส่งไปยังระบบอื่นนะครับ\r\n\r\nซึ่งเราจะรู้ได้อย่างไรว่าระบบของ Generative AI นี่\r\nจะเอาข้อมูลเราไปทำอะไรนะครับ\r\n\r\nฉะนั้นเราต้องระวังตรงนี้ไว้ด้วย ซึ่งวิธีป้องกันก็คือ\r\n\r\nก็ไม่ต่างอะไรกับเราส่งข้อมูลส่วนบุคคลให้กับคนอื่น\r\n\r\nคือเราจะต้อง\r\nทำการลบข้อมูลส่วนบุคคลที่ไม่จำเป็นก่อน\r\n\r\nเพราะว่าบางทีที่เราถามข้อมูลใน Generative AI นี่\r\n\r\nเราต้องการถามอะไรบางอย่าง\r\nเช่น อาจจะให้ช่วยแก้ไขภาษาอังกฤษ ยกตัวอย่างนะ\r\n\r\nหรือช่วยวิเคราะห์อะไรบางอย่าง\r\n\r\nซึ่งข้อมูลส่วนบุคคลมันไม่จำเป็นที่จะต้องใช้ให้เขาเลย\r\nเราก็ต้องทำการลบ หรือมีการใส่ข้อมูลปลอมไปก่อน\r\n\r\nซึ่งตรงนี้เรียกว่าการทำข้อมูลนิรนามหรือ นะครับ\r\n\r\nอันนี้ก็ต้องระวังไว้ครับ\r\n\r\nนอกจากนี้ไม่แน่ใจว่าพี่ชาลี\r\nมีประเด็นอื่น ๆ ที่คิดว่าสำคัญมาก ๆ\r\n\r\nสำหรับแจ้งให้กับเพื่อน ๆ ชาว สวทช. ได้ทราบ\r\nแล้วก็เพื่อที่จะนำไปปฏิบัติบ้างไหมคะ\r\n\r\nก็อย่างแรกเลยก็คงจะต้องรู้เราก่อน\r\n\"รู้เรา\" ก็คือรู้ว่า สวทช. มีระบบอะไรบ้างนะครับ\r\n\r\nแล้วก็ \"รู้สิทธิ์ของตัวเอง\" นะครับ\r\n\r\nว่าเราจะต้องให้ข้อมูลเท่าที่จำเป็นนะครับ\r\nข้อมูลของเรา\r\n\r\nรวมถึงพอเราไป Collect ข้อมูลจากที่อื่น\r\nก็ต้องเก็บข้อมูลเท่าที่จำเป็นเช่นกันนะครับ\r\n\r\nขณะเดียวกันก็พยายามบาลานซ์\r\nระหว่างใช้งานนะครับ\r\n\r\nการสร้างประโยชน์จาก Data ข้อมูลนะครับ\r\n\r\nSecurity กับ Privacy นี่\r\nอย่างที่ได้บอกไปเมื่อสักครู่นี้นะครับ\r\n\r\nพยายามบาลานซ์กัน 2 ฝ่าย\r\n\r\nถ้าเกิดไม่มั่นใจ ปรึกษาผู้บังคับบัญชานะครับ\r\n\r\n(คุณจารุจิตร) ค่ะ และนี่นะคะก็เป็นสิ่งดี ๆ\r\nและก็เป็นประเด็นสำคัญ ๆ\r\n\r\nเกี่ยวกับ Data Literacy ที่ทางพี่ชาลีและก็ไอซ์ค่ะ\r\nนำมาแชร์ให้กับเพื่อน ๆ ได้รับทราบกัน\r\n\r\nเพื่อที่จะทำความเข้าใจนำไปปรับใช้เกี่ยวกับข้อมูล\r\nให้เต็มประสิทธิภาพมากที่สุดนั่นเองนะคะ\r\n\r\nและถ้าสมมติว่าเพื่อน ๆ มีคำถาม มีข้อสงสัย\r\nหรือว่ายังมีความกังวลใด ๆ อยู่\r\n\r\nก็สามารถสอบถามพี่ชาลีได้เลย\r\n\r\nหรือว่าจะเป็น 3 ช่องทางหลักของทีมไอทีก็ได้ค่ะ\r\n\r\nไม่ว่าจะเป็นระบบบริการไอที LINE: KhunSe\r\nหรือว่าเบอร์ 1111 ก็ตามค่ะ\r\n\r\nสำหรับ e-Learning\r\nชุด Data ใกล้ตัว ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nแล้วพวกเรา 2 คนก็ขอตัวลาไปก่อน\r\n\r\nพบกันใหม่โอกาสหน้า สวัสดีครับ\r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ บ๊ายบาย\r\n\r\n[เสียงดนตรี]","time":"2025-04-29T17:51:53+07:00","caller":"/go/src/app/internal/handler/text_improver.go:95"}
{"level":"info","spacing":"[เสียงดนตรี]\r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ ขอต้อนรับเข้าสู่ e-Learning\r\nชุด Data ใกล้ตัว... ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nกระผม ดร.ชาลี วรกุลพิพัฒน์ ครับ \r\n\r\n(คุณจารุจิตร) ดิฉัน ไอซ์ จารุจิตร ค่ะ \r\n\r\nพี่ชาลีขา รู้ไหมคะ ว่าทุกวันนี้นี่ พวกเราน่ะ\r\nจะต้องอยู่กับข้อมูลจำนวนมากมายมหาศาล\r\n\r\nโหย แบบเยอะแยะเต็มไปหมดเลยนะคะ \r\n\r\nยิ่งในยุคนี้ค่ะ เป็นยุคดิจิทัล\r\nที่อะไร ๆ ก็ดำเนินการขับเคลื่อนไปด้วยข้อมูลทั้งนั้น\r\n\r\nเพราะฉะนั้นแล้วค่ะ \r\nการที่พวกเราจะมีทักษะทางด้าน Data Literacy นี่\r\n\r\nจึงถือได้ว่าเป็นสิ่งจำเป็นแล้วก็สำคัญอย่างยิ่งเลย\r\n\r\nไม่แน่ใจว่าตรงส่วนนี้นี่\r\nพี่ชาลีมีแนวคิดว่าอย่าไงรบ้างคะ\r\n\r\n(ดร.ชาลี) ครับ เรามักจะได้ยินประโยค\r\nที่เขาบอกว่า Data is a new oil. นะครับ \r\n\r\nนั่นหมายความว่า Data หรือข้อมูลนี่\r\n\r\nเป็นสิ่งสำคัญหรือเป็นขุมทรัพย์\r\nที่ใหม่ที่สุดขององค์กรในปัจจุบันนะครับ \r\n\r\nนั่นหมายความว่าถ้าองค์กรนี่\r\nสามารถเก็บข้อมูลได้มากนะครับ \r\n\r\nแล้วก็สามารถนำประโยชน์นะครับ \r\nนำมาใช้ประโยชน์จากข้อมูลให้ได้มากที่สุดนี่\r\n\r\nก็จะถือว่าได้เปรียบนะครับ \r\nได้เปรียบมากกว่าองค์กรอื่น ๆ นะครับ \r\n\r\n(คุณจารุจิตร) แล้วแบบนี้ค่ะ พี่ชาลี ใครบ้างล่ะคะ \r\nที่จำเป็นจะต้องมีทักษะทางด้าน Data Literacy\r\n\r\n(ดร.ชาลี) พอเราพูดถึงคำว่าข้อมูลสำคัญนี่นะครับ \r\n\r\nเนื่องจากมันสำคัญ นั่นแปลว่าทุกคนในองค์กร\r\nจะต้องมีทักษะในเรื่องของ Data Literacy นะครับ \r\n\r\nซึ่งทักษะตรงนี้นี่นะครับ \r\nมันจะรวมถึงตั้งแต่การใช้ข้อมูล\r\n\r\nการวิเคราะห์ข้อมูล การรวบรวมข้อมูล และอื่น ๆ \r\n\r\nซึ่งก็ขึ้นอยู่กับหน้าที่ของแต่ละคนในองค์กรนะครับ \r\nว่าจะต้องกระทำการใด ๆ กับข้อมูลต่าง ๆ \r\n\r\n(คุณจารุจิตร) Oh My Gosh!\r\nถ้าเกิดว่าเกี่ยวข้องกับคนทั้งองค์กรขนาดนี้\r\n\r\nแล้วเราจะมีการผลักดันให้บุคลากรของเรานี่\r\nมีทักษะทางด้าน Data Literacy อย่างไรคะ\r\n\r\n(ดร.ชาลี) เราพูดถึง Data Literacy ในองค์กรนะครับ \r\n\r\nคือพนักงานทุกคนนี่\r\nจะต้องมีความรู้เรื่องนี้อยู่แล้ว\r\n\r\nเพียงแต่ว่าทักษะนี่อาจจะแตกต่างกัน\r\nในแต่ละตำแหน่งหรือบทบาทนะครับ \r\n\r\nอย่างถ้าเกิดเป็นผู้บริหารนะครับ \r\nก็จะต้องรู้จักการวิเคราะห์ข้อมูลนะครับ \r\n\r\nว่าจะเอาข้อมูลเหล่านี้นี่\r\nมาใช้ประโยชน์ให้สูงที่สุดได้อย่างไรบ้างนะครับ \r\n\r\nส่วนฝ่ายไอทีฅ จะต้องคำนึงถึง\r\nเรื่องของการดีไซน์ Database นะครับ \r\n\r\nหรือการออกแบบฐานข้อมูลอย่างไร\r\nที่จะให้ข้อมูลเหล่านั้นนี่\r\n\r\nถูกนำมาใช้ได้อย่างรวดเร็วและปลอดภัยนะครับ \r\n\r\nส่วนผู้ใช้งานระดับทั่วไปก็จะต้องรู้ว่ามีระบบใดบ้าง\r\n\r\nที่เราจะได้มีการนำพวกนั้นนี่\r\nมาใช้ให้ได้เกิดประโยชน์สูงสุดนะครับ \r\n\r\n(คุณจารุจิตร) โห พี่ชาลีเล่ามาขนาดนี้แล้วนี่\r\nไอซ์ก็เริ่มที่จะเห็นความสำคัญของข้อมูลแล้วล่ะค่ะ \r\n\r\nถ้าสมมุติว่าไอซ์น่ะ\r\nกำลังกุมข้อมูลอยู่จำนวนมากมายมหาศาลเลย\r\n\r\nแต่ปัญหาก็คือ ไอซ์น่ะ\r\nไม่รู้ว่าจะต้องนำข้อมูลนั้น ๆ น่ะ มาใช้ประโยชน์อย่างไร\r\n\r\nรู้แหละว่าข้อมูลมีเยอะน่ะ ยิ่งดี\r\nแต่ว่าไอซ์นำออกมาใช้ประโยชน์ไม่เป็นน่ะ\r\n\r\nตรงส่วนนี้อยากจะให้พี่ชาลีช่วยชี้แนะนิดหนึ่งนะคะ \r\n\r\n(ดร.ชาลี) ครับ ตรงนี้ก็ขึ้นอยู่กับองค์กร\r\nหรือ สวทช. นะครับ \r\n\r\nที่จะต้องมีการสื่อสารให้กับพนักงานทุกระดับ\r\n\r\nทั่วทั้งองค์กรให้ทราบว่า สวทช. นี่\r\nมีระบบสารสนเทศใด ๆ บ้างนะครับ \r\n\r\nมีการเก็บข้อมูลใดบ้าง\r\n\r\nและข้อมูลใดที่สามารถนำมา Reuse\r\nหรือนำมาใช้งานได้ทันทีนะครับ \r\n\r\nอย่างยกตัวอย่างนะครับ อย่างสมมุติฝ่ายบุคคล\r\nก็จะมีข้อมูลของบุคคลอยู่นะครับ \r\n\r\nแล้วถ้าเกิดอนาคตเราอยากพัฒนาระบบ\r\nที่เกี่ยวข้องกับ...\r\n\r\nยกตัวอย่างเช่นข้อมูลโครงการนะครับ \r\n\r\nก็สามารถดึงบุคคลมาใส่\r\nในช่องของสมาชิกในโครงการนั้นได้นะครับ \r\n\r\nนั่นถือว่าเราเป็นการนำข้อมูลมาใช้...\r\nข้อมูลที่อยู่แล้วมาใช้ได้นะครับ \r\n\r\nโดยไม่จำเป็นต้องมีการกรอกข้อมูลใหม่นะครับ \r\n\r\nหรือยกตัวอย่างที่ Advance ขึ้น\r\n\r\nก็คือถ้าเกิดเราอยากสร้างระบบผู้เชี่ยวชาญ\r\nหรือระบบ Expert System\r\n\r\nอยากรู้ว่าพนักงานคนไหนเชี่ยวชาญด้านไหน\r\n\r\nก็ไม่ใช่ว่าต้องไปรวบรวมจากพนักงานใหม่\r\nว่าคนนี้ชื่ออะไร เชี่ยวชาญด้านไหน\r\n\r\nจริง ๆ ก็สามารถดึงข้อมูลบุคคลมาได้\r\n\r\nเราก็สามารถลิงก์หรือวิเคราะห์จากโครงการ\r\nที่พนักงานคนนั้นได้เคยทำอยู่\r\n\r\nก็จะรู้ได้ว่าคนนี้เชี่ยวชาญด้านไหนนะครับ \r\n\r\nอันนี้คือเป็นการวิเคราะห์ข้อมูล\r\n\r\nหรือมีการดึงข้อมูลมาใช้ให้เกิดประโยชน์\r\nได้แบบอัตโนมัติโดยคร่าว ๆ นะครับ \r\n\r\n(คุณจารุจิตร) พี่ชาลีขา\r\nสมมุติว่าอันนี้ไอซ์แอบกระซิบดัง ๆ ถามนะ\r\n\r\nว่าถ้าเกิดไอซ์อยากจะรวยทางลัดอย่างนี้ค่ะ \r\n\r\nแล้วแบบโอ๊ยไอซ์เอาข้อมูลของบุคลากร สวทช.\r\nไปขายให้มิจฉาชีพ\r\n\r\nทีนี้ไอซ์จะมีความผิดอะไรไหมล่ะคะ \r\n\r\n(ดร.ชาลี) ก็ชัดเจนนะครับ \r\nสมมุติเราอยากรวยทางลัดก็แปลว่าเราน่าจะผิดนะ\r\n\r\nถ้าเกิดเอาข้อมูลมาใช้โดยที่เราไม่มีสิทธิ\r\n\r\nหรือเราพยายามเอาประโยชน์\r\nจากลาภชิ้นที่มิควรได้นะครับ \r\n\r\nนั่นหมายความว่าเราขโมยข้อมูลแบบไปขาย\r\nก็ผิดแน่นอนอยู่แล้วนะครับ อันนี้ก็ค่อนข้างเคลียร์ครับ \r\n\r\n(คุณจารุจิตร) อืม แล้โอเคเมื่อสักครู่นี้\r\nไอซ์แบบผิดโดยตั้งใจนะ\r\n\r\nแล้วถ้าเกิดว่าไอซ์ไม่ได้ตั้งใจแหละ\r\n\r\nเช่นแบบเออเอากระดาษ Reuse น่ะ\r\nไปชั่งกิโลฯ ขาย\r\n\r\nแล้วอีกหน้าหนึ่งของกระดาษนี่\r\nเป็นข้อมูลแบบลับสุดยอดของ สวทช. น่ะ\r\n\r\nอันนี้ได้ตั้งใจจริง ๆ น่ะ\r\nพยายามเต็มที่แล้วจะมีความผิดอยู่ไหมคะ \r\n\r\n(ดร.ชาลี) เราอาจจะเคยได้ยินคำว่า\r\n\"ผิดแบบรู้เท่าไม่ถึงการณ์\" นะครับ \r\n\r\nซึ่งความเป็นจริงตรงนี้นี่\r\nมันก็ไม่รู้ว่าตั้งใจหรือไม่ตั้งใจ\r\n\r\nหรือรู้ถึงการณ์หรือไม่ถึงการณ์อันนี้ก็บอกไม่ได้นะครับ \r\nก็ต้องมีการวิเคราะห์นะครับ \r\n\r\nมีการสืบสวนต่อไปนะครับ \r\n\r\nอย่างยกตัวอย่างน่ะ สมมุติถ้าเกิดเราไม่ตั้งใจนะครับ \r\nเพราะว่าเราใช้กระดาษ Reuse นี่นะครับ \r\n\r\nแต่ถ้าเกิดมีการสืบสวนได้ว่าความเป็นจริงนี่ คือ\r\n\r\nเราจะต้องมีการ Classify\r\nหรือแยกข้อมูลที่เป็นความลับอยู่แล้ว\r\n\r\nมีมาตรการการทำลายเอกสารที่เป็นความลับ\r\n\r\nการที่เอากระดาษที่เป็นความลับมา Reuse\r\n\r\nนั่นแปลว่าเราไม่ดำเนินการมาตรการ\r\nการทำลายเอกสารนะครับ \r\n\r\nนั่นก็ถือว่ามันก็ผิดอยู่แล้วนะครับ \r\n\r\nถึงแม้ว่าเราจะไม่ได้ตั้งใจนะครับ \r\nก็ถือว่าเป็นความผิด\r\n\r\nในรูปแบบของอาจจะเป็นการประมาทเลินเล่อ\r\nหรืออย่างไรก็ต้อง\r\n\r\nวิเคราะห์อีกทีหนึ่งครับ \r\n\r\n(คุณจารุจิตร) ค่ะ โหย พี่ชาลีเราพูดกัน\r\nถึงเรื่องข้อมูลหลุดนี่ มาสักระยะหนึ่งกันแล้วนะ\r\n\r\nทีนี้ค่ะ ไอซ์อยากจะสอบถามไปเพิ่มเติมว่า\r\n\r\nเกี่ยวกับนโยบายของ สวทช.\r\nซึ่งหลาย ๆ ท่านนี่ น่าจะมีความคุ้นชินแล้วแหละนะ\r\n\r\nว่านโยบายของ สวทช. คือพวกเรานี่\r\nจะต้องใช้งานอีเมล ระบบ\r\n\r\nรวมไปถึงซอฟต์แวร์ต่าง ๆ \r\nที่ สวทช. เป็นผู้ดูแลนะ\r\n\r\nทีนี้ค่ะ ไอซ์ก็เป็นเด็กดี ไอซ์ก็ใช้ทุกอย่าง\r\nขององค์กรของเรานะคะ ตามนโยบายเลย\r\n\r\nทีนี้ เผอิญข้อมูลหลุดซะงั้น\r\n\r\nอันนี้ก็หมายความว่า ระบบของเรา\r\nไม่ได้มีความ Secure เลยเหรอคะพี่ หรืออย่างไร\r\n\r\n(ดร.ชาลี) คือความผิดพลาดนะครับ \r\nในการทำข้อมูลโหลดนี่ ผมใช้คำว่า\r\n\r\nเป็นเรื่องปกติที่เกิดได้กับทุกคนนะครับ \r\n\r\nซึ่งความผิดพลาดตรงนี้นี่ มันก็เกิดได้ทั้ง 2 แบบ\r\nอาจจะเป็น Human Error คือเราทำผิดเองนะครับ \r\n\r\nหรืออาจจะเกิดจากระบบก็ได้นะครับ \r\n\r\nอันนี้ก็ต้องวิเคราะห์สืบสวนต่อไปนะครับผม \r\n\r\nทุกอย่างอันหนึ่ง คือระบบที่...\r\nความผิดพลาดที่เกิดขึ้นได้บ่อยที่สุดนี่\r\n\r\nก็เช่นหรือเป็นการส่งอีเมลผิดคนนะครับ \r\n\r\nหรือเราเผลอใส่ช่อง CC แทนช่อง BCC นะครับ \r\n\r\nซึ่งทำให้คนที่รับอีเมลนี่\r\nจะรู้หมดเลยว่าเราส่งหาใครบ้าง\r\n\r\nกรณีถ้าอีเมลนั้นเป็นความลับ\r\nที่ไม่ต้องการให้รู้ว่าส่งไปยังใครบ้าง\r\n\r\nซึ่งถ้ามันเกิดเหตุการณ์แบบนี้ปุ๊บแล้วนี่นะครับ \r\n\r\nก็อาจจะมองว่า\r\nมันก็คือเป็น Human Error นั่นแหละนะครับ \r\n\r\nคือไม่ใช่เป็นเรื่องของระบบนะครับ \r\n\r\nถ้าเกิดไรขึ้นมาก็ปรึกษาผู้บังคับบัญชา\r\nหัวหน้าโครงการ หรือผู้ที่เชื่อถือได้ต่อไปนะครับ \r\n\r\nซึ่งตรงนี้ก็ไม่เกี่ยวข้องกับระบบนะครับ \r\n\r\n(คุณจารุจิตร) อยากจะให้พี่ชาลี\r\nช่วยคอนเฟิร์มนิดหนึ่งค่ะ \r\n\r\nว่า สวทช. ของเรานี่\r\nมีระบบที่บอกว่าปลอดภัยอย่างยิ่งเลยให้เพื่อน ๆ ใช้\r\n\r\n(ดร.ชาลี) คือระบบ สวทช. นี่นะครับ \r\nถ้าเอาตามตรงก็คือระบบทรัพย์สนเทศนะครับ \r\n\r\nก็ได้รับมาตรฐาน Security ISO 0781 อยู่\r\nก็ถือว่ามีความน่าเชื่อถือในระดับหนึ่งนะครับ \r\n\r\nประกอบกับบุคลากรนะครับ นักเทคโนโลยี\r\nผู้เชี่ยวชาญ นักเทคนิค ในฝ่ายไอที Security นี่\r\n\r\nก็มีประสบการณ์สูงนะครับ \r\nก็น่าจะถือว่าเชื่อมั่นได้ในระดับหนึ่งนะครับ \r\n\r\nแต่ทั้งนี้ทั้งนั้น มันไม่มีระบบใด\r\nที่ปลอดภัย 100 เปอร์เซ็นต์ในโลกนี้นะครับ \r\n\r\nซึ่งก็อาจจะยังมีช่องโหว่อยู่นะครับ \r\n\r\nเราก็เรียกว่าจะขอความร่วมมือทุกท่านนะครับ \r\nช่วยกันใช้แล้วก็วิเคราะห์ช่องโหว่\r\n\r\nถ้าเกิดเจออะไรที่มันผิดพลาดขึ้นมา\r\nก็สามารถแจ้งมายังฝ่ายไอทีของ สก. ได้นะครับ \r\n\r\nแล้วก็ ไอที สก. ก็จะช่วยกันแก้ไขต่อไปครับ \r\n\r\n(คุณจารุจิตร) มาถึงเรื่องของการแชร์\r\nแล้วก็การเปิดเผยข้อมูลบ้างดีกว่าค่ะ พี่ชาลีขา\r\n\r\nพี่ชาลีมีคำแนะนำไหมคะ ว่าเราควรที่จะแชร์\r\nหรือเปิดเผยข้อมูลอย่างไรจึงจะไม่เกิดปัญหา\r\n\r\n(ดร.ชาลี) พอเราพูดถึงเรื่องของการแชร์ข้อมูลนี่นะครับ \r\nก็ให้จำไว้คำหนึ่งเลยว่า\r\n\r\nแชร์ข้อมูลหรือเก็บข้อมูลเท่าที่จำเป็น\r\nใช้คำนี้ \"เท่าที่จำเป็น\" นะครับ \r\n\r\nแต่ก็อย่าไปกังวลจนเกินไปจนทำให้เราปิดกั้น\r\nการแชร์ข้อมูล การสร้างความร่วมมือนะครับ \r\n\r\nอันนั้นก็แปลว่าเราแค่กลัวนะครับ \r\n\r\nแต่เราไม่สามารถสร้างประโยชน์จาก Data ได้\r\n\r\nหรือเราไม่สามารถนำประโยชน์ที่ใช้คำว่า\r\nData is a new oil. นี่ มาใช้ให้เกิดประโยชน์ได้\r\n\r\nฉะนั้นเราต้องบาลานซ์ 2 ส่วน ก็คือ+\r\n\r\nการใช้ประโยชน์จากข้อมูล\r\nกับ Data Literacy หรือ Privacy ครับ \r\n\r\n(คุณจารุจิตร) แล้วอย่างในช่วงนี้ค่ะ \r\nที่แบบว่า AI กำลังมาแรงเลย อะไรอะไรก็ AI ทั้งนั้น\r\n\r\nไอซ์เชื่อว่าเพื่อน ๆ หลายท่านนี่\r\n\r\nเคยใช้ AI ในการที่จะเป็นตัวช่วยให้การทำงานของพวกเรานี่\r\n\r\nสะดวกสบาย แล้วก็รวดเร็วมากยิ่งขึ้นแน่นอนนะคะ \r\n\r\nไม่ว่าจะเป็นทั้ง ChatGPT เอย Gemini\r\nหรือว่าแพลตฟอร์มอื่น ๆ ก็ตามแต่ค่ะ \r\n\r\nและสำหรับใครที่เคยใช้น่ะ\r\nน่าจะมีความคุ้นชินแล้วแหละว่า\r\n\r\nพวกเราจะต้องป้อนข้อมูลลงไปก่อน\r\nเพื่อที่จะให้ AI ทำอะไรให้กับเราสักอย่างหนึ่ง\r\n\r\nทีนี้ถ้าเกิดว่าข้อมูลที่เป็นความลับหลุดออกไป\r\nจะทำอย่างไร\r\n\r\nพี่ชาลีช่วยแนะนำนิดหนึ่ง\r\nว่าเราจะใช้ AI อย่างไรจึงจะปลอดภัยคะ\r\n\r\n(ดร.ชาลี) ครับ ที่คุณไอซ์กำลังพูดถึงนี่\r\nเขาเรียกว่า Generative AI นะครับ \r\n\r\nคือเราป้อนคำถามเข้าไปหรือป้อนไฟล์ก็ได้นะครับ \r\n\r\nและ Generative AI ก็จะตอบคำถามกลับมานะครับ \r\n\r\nเหมือนเป็นผู้ช่วย\r\nหรือเป็นเลขานุการของเราได้นะครับ \r\n\r\nแต่สิ่งหนึ่งที่เราจะต้องคำนึงก็คือว่า\r\n\r\nพอเราป้อนข้อมูลเข้าไปนี่\r\nและถ้าเกิดข้อมูลนั้นเกิดมีข้อมูลส่วนบุคคลอยู่\r\n\r\nหรือมีข้อมูลที่เป็นความลับขององค์กร\r\nหรือทรัพย์สินทางปัญญา\r\n\r\nนั่นหมายความว่าเรากำลังแชร์ข้อมูลเหล่านี้\r\nให้กับ Third Party หรือบุคคลที่ 3 นะครับ \r\n\r\nมันไม่ต่างอะไรกับเราส่งไฟล์\r\nหรือส่งข้อมูลไปยังคนอื่นเลย\r\n\r\nเพียงแต่ว่าอันนี้เราส่งไปยังระบบอื่นนะครับ \r\n\r\nซึ่งเราจะรู้ได้อย่างไรว่าระบบของ Generative AI นี่\r\nจะเอาข้อมูลเราไปทำอะไรนะครับ \r\n\r\nฉะนั้นเราต้องระวังตรงนี้ไว้ด้วย ซึ่งวิธีป้องกันก็คือ\r\n\r\nก็ไม่ต่างอะไรกับเราส่งข้อมูลส่วนบุคคลให้กับคนอื่น\r\n\r\nคือเราจะต้อง\r\nทำการลบข้อมูลส่วนบุคคลที่ไม่จำเป็นก่อน\r\n\r\nเพราะว่าบางทีที่เราถามข้อมูลใน Generative AI นี่\r\n\r\nเราต้องการถามอะไรบางอย่าง\r\nเช่น อาจจะให้ช่วยแก้ไขภาษาอังกฤษ ยกตัวอย่างนะ\r\n\r\nหรือช่วยวิเคราะห์อะไรบางอย่าง\r\n\r\nซึ่งข้อมูลส่วนบุคคลมันไม่จำเป็นที่จะต้องใช้ให้เขาเลย\r\nเราก็ต้องทำการลบ หรือมีการใส่ข้อมูลปลอมไปก่อน\r\n\r\nซึ่งตรงนี้เรียกว่าการทำข้อมูลนิรนามหรือ นะครับ \r\n\r\nอันนี้ก็ต้องระวังไว้ครับ \r\n\r\nนอกจากนี้ไม่แน่ใจว่าพี่ชาลี\r\nมีประเด็นอื่น ๆ ที่คิดว่าสำคัญมาก ๆ \r\n\r\nสำหรับแจ้งให้กับเพื่อน ๆ ชาว สวทช. ได้ทราบ\r\nแล้วก็เพื่อที่จะนำไปปฏิบัติบ้างไหมคะ \r\n\r\nก็อย่างแรกเลยก็คงจะต้องรู้เราก่อน\r\n\"รู้เรา\" ก็คือรู้ว่า สวทช. มีระบบอะไรบ้าง นะครับ \r\n\r\nแล้วก็ \"รู้สิทธิ์ของตัวเอง\" นะครับ \r\n\r\nว่าเราจะต้องให้ข้อมูลเท่าที่จำเป็นนะครับ \r\nข้อมูลของเรา\r\n\r\nรวมถึงพอเราไป Collect ข้อมูลจากที่อื่น\r\nก็ต้องเก็บข้อมูลเท่าที่จำเป็นเช่นกันนะครับ \r\n\r\nขณะเดียวกันก็พยายามบาลานซ์\r\nระหว่างใช้งานนะครับ \r\n\r\nการสร้างประโยชน์จาก Data ข้อมูลนะครับ \r\n\r\nSecurity กับ Privacy นี่\r\nอย่างที่ได้บอกไปเมื่อสักครู่นี้นะครับ \r\n\r\nพยายามบาลานซ์กัน 2 ฝ่าย\r\n\r\nถ้าเกิดไม่มั่นใจ ปรึกษาผู้บังคับบัญชานะครับ \r\n\r\n(คุณจารุจิตร) ค่ะ และนี่นะคะ ก็เป็นสิ่งดี ๆ \r\nและก็เป็นประเด็นสำคัญ ๆ \r\n\r\nเกี่ยวกับ Data Literacy ที่ทางพี่ชาลีและก็ไอซ์ค่ะ \r\nนำมาแชร์ให้กับเพื่อน ๆ ได้รับทราบกัน\r\n\r\nเพื่อที่จะทำความเข้าใจนำไปปรับใช้เกี่ยวกับข้อมูล\r\nให้เต็มประสิทธิภาพมากที่สุดนั่นเองนะคะ \r\n\r\nและถ้าสมมติว่าเพื่อน ๆ มีคำถาม มีข้อสงสัย\r\nหรือว่ายังมีความกังวลใด ๆ อยู่\r\n\r\nก็สามารถสอบถามพี่ชาลีได้เลย\r\n\r\nหรือว่าจะเป็น 3 ช่องทางหลักของทีมไอทีก็ได้ค่ะ \r\n\r\nไม่ว่าจะเป็นระบบบริการไอที LINE: KhunSe\r\nหรือว่าเบอร์ 1111 ก็ตามค่ะ \r\n\r\nสำหรับ e-Learning\r\nชุด Data ใกล้ตัว ถามให้ชัวร์\r\n\r\n(ดร.ชาลี) ตอบให้เคลียร์\r\n\r\nแล้วพวกเรา 2 คนก็ขอตัวลาไปก่อน\r\n\r\nพบกันใหม่โอกาสหน้า สวัสดีครับ \r\n\r\n(คุณจารุจิตร) สวัสดีค่ะ บ๊ายบาย\r\n\r\n[เสียงดนตรี]","time":"2025-04-29T17:51:53+07:00","caller":"/go/src/app/internal/handler/text_improver.go:95"}
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