用AI推動公義的創新之路

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**利用人工智能促進社會公義:Benjamin Huynh的研究**

Benjamin Huynh是一位數據科學家及約翰·霍普金斯大學的助理教授,他正利用人工智能推動社會公義。最近,他領導的一項研究發現,加州環保局在分配數十億資金給受氣候變化影響最嚴重的社區時,存在多項偏見問題。Huynh對《商業內幕》表示:「我只是個人,但我的願景是讓任何人都能進行算法和人工智能的審核,而不僅限於像我這樣的教授。」

Huynh在約翰·霍普金斯大學環境健康系的工作涉及多個學科,包括醫療保健、環境正義和社會正義。他表示,研究中的一個核心問題是:「我如何利用自己擁有的力量,並將其放大給最需要的人?」

**編者評論:**

這篇文章揭示了人工智能在社會公義領域中的潛力,尤其是在資源分配和政策制定上。Huynh的研究提醒我們,即使是先進的技術也可能包含偏見,而這些偏見如果不加以解決,可能會加劇社會不平等。值得注意的是,他的目標是讓審核算法和人工智能的能力民主化,這是一個重要的倡議,因為這意味著更多的個人和組織能夠參與到技術監督和改進的過程中。

在香港,我們同樣面臨著資源分配不均和社會公義的挑戰。Huynh的研究方法和理念或許能為我們提供一些啟示,尤其是在如何利用科技來推動更公平的社會政策方面。此外,這也突顯了教育和跨學科研究的重要性,因為要真正改變現狀,需要結合多方面的知識和技能。這是一個值得我們關注和借鑒的方向。

以上文章由特價GPT API KEY所翻譯

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Stylised portrait in emerald green and charcoal black palette. Grayscale realism for subject, upward gaze. Sunglasses with muted emerald reflective lenses. Jacket with ornate baroque/filigree black designs, emerald hood underneath. Textured emerald-green fabric draped below. Background: dense, overlapping hand-inked patterns in emerald, charcoal, and subtle silver — radiating lines, geometric shapes, spirals, parallel contour textures, crosshatching, organic waves, dots. Bold contrast, deep blacks, glowing emerald accents. Mixed-media pop realism. Negative prompt: no cartoon, no art style, no painting, no drawings. Create a hyper-realistic 8K close-up body portrait of a female model, using the uploaded photo as the exact facial reference. Maintain 100% accuracy of the facial features — do not alter or modify any aspect of the face. Render the skin texture, lighting, and overall composition with photo-realistic detail, ensuring lifelike color tones and natural depth of field. A man with his original hair is sitting casually on a white cube, smiling warmly at the camera. He is wearing a cream-colored cable-knit sweater, blue jeans, and brown loafers. His legs are crossed, with one hand resting on his knee.
The background reveals a cozy and festive living room. A large, beautifully decorated Christmas tree with numerous warm lights and gold ornaments stands prominently behind him. Several wrapped gift boxes are visible at the base of the tree. To his left, another smaller decorated Christmas tree and a wreath on the wall further enhance the holiday atmosphere. The lighting is soft and inviting, creating a warm and welcoming scene. Certainly! Here is your enhanced, artistic, and detailed prompt for an AI image generator:

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A captivating portrait of a young Asian woman, inspired by Imada Mio and embodying an exquisitely delicate, doll-like (精緻洋娃娃臉) aesthetic. She has large, round, expressive eyes that radiate innocence and curiosity, subtly accented with a moist shimmer. Her petite V-line face is framed by soft, rosy cheeks, and her lips are naturally pink and slightly parted, exuding an energetic, slightly flirty, yet pure aura. Her expression is a candid blend of sweetness and playful allure.

Her long, dark brown hair is artfully tousled with a messy morning (剛睡醒的凌亂感) effect—loose strands fall gently around her face, conveying natural volume and effortless beauty. The hair has a silky texture, catching the light in places, suggesting a recent awakening.

She is dressed in an oversized, translucent white button-down shirt (男友風白襯衫) with the top buttons casually undone, delicately revealing her collarbones and a slender neckline. The shirt drapes loosely, giving a tasteful "bottomless" look (下衣失蹤風格), her bare legs just barely visible beneath the shirt's hem, enhancing the innocent-meets-sensual ambiance.

The composition is styled in the manner of a Japanese Gravure Photobook (寫真集風格), exuding a pure & sexy vibe with an airy, dreamy atmosphere. Employ bright, high-key lighting for a clean, luminous effect that highlights her velvety soft skin texture. Use Fujifilm PRO 400H film tones for subtle pastel hues, gentle contrast, and a seamless blend of natural colors, further enriching the soft, ethereal, and intimate photographic quality.

The background is minimalist and softly blurred, ensuring complete focus on the subject, and enhancing the overall sense of warmth, comfort, and inviting allure typical of high-end Japanese photobooks.

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