アイソメトリックや肩越し視点を組み合わせたレトロサバイバルホラー「Holstin」，2027年に発売決定。gamescom 2026トレイラーも公開 独自の「2XD Rendering」によるピクセルアートと3Dカメラ表現の融合が特徴。Steamでは体験版も配信中

chunli🪭 @Linwanqiu1124 pic📸 @CaroW_ww 战胜 #春丽# 的结算画面，接下来是棍法展示。#街头霸王# 「棍法」 (kōhō / stick technique) is deliberately rendered with strong phallic/penis implication (“big dick technique”, “肉棒”, “チンポ”).

ゲームの世界モデルはピクセルを直接生成しがちですが、長く回すほど姿勢や幾何がズレていきます。Marionetteは「正確さが要る部分」を潔く手放しました。 タイトル: Marionette: Predicting World States, Rendering Geometry, Painting Appearance URL: 幾何・遮蔽・運動は決定的レンダラーに委ね、ニューラルには見た目だけを描かせる世界モデルです。注目ポイントは3つ。 🎮 注目ポイント1: 明示的な276次元の世界状態を予測 ピクセルではなく、関節・ルート軌跡・回転からなる3D状態を2段階の自己回帰で予測します。制御は行動トークンを上書きするだけ（プレイヤーのボタン押下と同じ）。誤った行動を強制するとポーズが約31%ズレる＝制御が確かに効いている証拠です。 📐 注目ポイント2: ゼロパラメータの決定的レンダラー 6つの閉形式演算だけで状態をポーズ制御動画へ変換。ワールド整合性・遮蔽順序・計量スケールが「構成上」保証されます。長期の破綻は、外見モデルを再訓練せず地形コライダーなどのルールで修復でき、貫通を66%削減しました。 🎨 注目ポイント3: 見た目だけを担う動画拡散 Wan2.2-Fun-5Bベースの拡散が、正確な幾何の上に写実的なRGBを合成。予測状態経由でもFVDは831（記録状態799、ピクセル自己回帰は975）で、忠実度の低下は検出されませんでした。 正確さは決定的計算に、見た目はニューラルに。世界モデルの分業の good design です。 #WorldModels# #GameAI#

「物理世界モデル」の新アプローチ——ピクセルを予測する前に「世界がどう変化するか」を言語として推論します。 タイトル: PhiZero: A World Model Built Around Physical Language ❓ 「物理言語（Physical Language）」とは何ですか？ 💡 動画の状態遷移パターンを離散的なトークン列として直接表現する新しい中間表現です。外観（見た目）と動力学（動き方）を分離して学習するため、ソース動画の状態遷移を全く別の視覚スタイルに転送できます。PhiZeroはこの「物理言語」を推論してから動画を生成する「Reason-then-render」パラダイムを実現します。 ❓ 従来の物理世界モデルはなぜ物理的に不自然だったのですか？ 💡 ピクセル空間での直接予測に頼っていたため、動力学がモデル内部に暗黙的に埋め込まれ、見た目のリアルさと物理的整合性の両立が困難でした。テニスボールがゴムアヒルに当たってもアヒルが反応しないような物理的矛盾が生じやすく、推論過程も不透明でした。 ❓ 具体的にどんな性能を達成しましたか？ 💡 6つのベンチマーク全てで最高水準の結果を出しました。 ・Physics-IQ IQ-Score：41.2（前SOTA 39.5を更新） ・WorldModelBench 物理準拠・常識・総合で全て最高スコア ・因果関係理解YoCausal：集約ランク2.0（最高） ・トークナイザーはわずか256トークンでPSNR 28.9の高品質再構成を実現（Wan2.2-5B VAEの175分の1） ❓ ロボティクスや自動運転への応用はどうなりますか？ 💡 物理言語は外観に依存しない遷移表現なので、シミュレーション→実世界（Sim-to-real）や人間→ロボットへのゼロショット転送が実現します。LIBERO シミュレーション動画の物理言語を保存し、リアルな映像で再生したり、人間の動作パターンをロボットに直接適用する実験が成功しています。 #WorldModel# #EmbodiedAI#

マルチモーダルAI（画像と文章を一緒に理解して答えるAI）が「自分で描いた図を本当に見て考えているか」を検証した論文が出た（https://arxiv[.]org/abs/2607.26769）。 GPT-5.5やGemini 3.5 Flashなどの最新モデルは、問題を解く途中で補助線を引いたり対象に印をつけたりと、人間が紙に書き込むような視覚的な操作を自分で生成しながら考えるようになってきた。ただ、その絵が答えを導く助けになっているのか、単なる飾りなのかは、これまできちんと切り分けられていなかった。 研究チームはSee2Thinkという評価の枠組みを作った。幾何・3D空間認識・日常シーンの読み取りなど12カテゴリ、合計1,200問を用意し、AIが「考える→図を描く→描いた結果を見てさらに考える」流れを記録する。実験の一つでは、AIに見せる描画結果をわざと間違ったものにすり替え、AIが本当にその絵に依存しているかも確かめた。 結果はややちぐはぐだった。AIが「どこに何を描くべきか」を選ぶ判断の妥当性（論文ではAction Relevanceと呼ぶ指標）は全体平均で96.4〜98.8%とほぼ満点なのに、実際に描いた絵が指示通り正確に再現されているか（Render Faithfulness）は58.6〜65.6%にとどまる。狙いは正しくても手元が狂う工程こそが最大のボトルネックで、どの条件が一番強いかもモデルごとにバラバラで万能な戦略はなかった。 「指定された麻雀牌を1枚拾う」のようなロボット操作の指示になると、モデルや条件を問わず正答率は0〜4%まで落ち込む。さらに、わざと間違った絵を見せる実験では特に3Dの空間問題で正答率が最大15.5ポイントも落ち込んだ。正確に描けても得点はさほど伸びないのに、間違った絵には引きずられて答えを変えてしまう。「絵を使って考えるAI」も、まだ自分の描いた絵を十分に使いこなせていない、という結果だ。

【AIイラスト初心者向け：アートスタイル紹介✨】 自然言語版：第1弾 今回使うベースプロンプトはこちら👇 [STYLE]: [CHARACTER]: 1girl, solo, short white hair, beautiful girl, cute. [POSE]: dynamic pose, slight smirk. [OUTFIT]: elegant fantasy outfit, layered fabric, cropped ornate jacket, embroidered white tunic, detached sleeves, asymmetrical drapery, fitted shorts, black thighhighs, leather knee boots, celestial accessories, blue trim. [COMPOSITION]: medium full body, large character scale filling the entire frame. The composition uses a dynamic wide-angle lens effect and strong foreshortening, making her upper body and hand feel impactful and close to the viewer while keeping her entire figure visible within the frame. [BACKGROUND]: simple white background, high-contrast studio lighting, sharp focus. ---- ベースプロンプトの 【[STYLE]:】部分にプロンプトを差し込みます👍 ---- 【墨絵風・ラフ・インク】 The style is characterized by aggressive, raw ink-stroke textures with significant brush splatter and intentional rough smudges. It looks like a spontaneous creation on textured paper using bold, hand-drawn calligraphy strokes. Shading is minimal, applied with quick, dynamic ink washes, prioritizing movement and emotional intensity over polished details. ---- 【2Dイラスト・フラットグラフィック】 The artwork is a minimal, flat-design vector illustration. It rejects gradients and complex shading in favor of solid color blocks and clean, geometric shapes. The perspective effect is achieved solely through the character's form and bold, graphic lines. The color palette is limited but striking, creating a bold, modern graphic poster aesthetic. ---- 【90年代レトロ・セル画スタイル】 The artwork is rendered in a classic 90s anime cel-shaded style. It features imperfections like slight color bleeding and a distinct celluloid texture. The colors are muted yet deeply saturated, reminiscent of old anime film photography. There is a gentle, natural analog grain over the entire image, giving it a nostalgic and hand-painted feel. ---- ​【厚塗り・デジタルペイント】 The artwork is rendered in a rich digital painting style with visible brush textures and layered paint blending. Colors transition smoothly with soft edges and painterly strokes, creating depth and volume without relying on clean anime-style lineart. The image feels handcrafted, with expressive rendering and detailed surface texture throughout. ---- 自然言語の表現はとても自由で奥深いので、ぜひ色々組み合わせながら、自分だけのアートスタイルを探してみてください✨

AI画像生成、ついにここまで来たか。 新モデル「MiniMax H3-Image」で、実写映画のキャラクターシートを制作。 正面・側面・背面の3アングルを1枚で生成。 顔の造形はもちろん、衣装の構造、アクセサリー、素材の質感まで質感がかなりいい。 映画やゲームのキャラクターデザインにも活用できそう。 プロンプト： Create an ultra-photorealistic live-action character turnaround sheet for an original Cleopatra-inspired fantasy queen. Aspect ratio 16:9, 4K resolution. CHARACTER: An exceptionally beautiful 23-year-old Japanese woman with the fresh, charming appearance of a contemporary Japanese actress. She has a youthful, naturally cute face with large expressive dark brown eyes, softly defined double eyelids, a small refined nose, softly rounded cheeks, and naturally full pink lips. Her facial features are modern, delicate, and naturally balanced, with an approachable yet captivating beauty. Realistic skin texture, visible pores, subtle imperfections, and natural facial details. BODY PROPORTIONS: A slim, graceful adult woman with a distinctly slender torso, narrow ribcage, flat stomach, and beautifully defined waistline. She has a naturally large, full bust that contrasts elegantly with her slim upper body and narrow waist. Her abdomen remains flat and slender, with subtle natural muscle definition. Slim arms, graceful shoulders, slender hips, and long, shapely legs. Maintain a delicate, slim overall silhouette despite her prominent bust. Realistic human anatomy and believable body proportions. HAIRSTYLE: Shoulder-length, sleek, straight jet-black bob. The hair falls naturally to her shoulders with a smooth silky texture and slightly inward-curving ends. Soft center part. No long hair, braids, ponytails, or elaborate updos. FACIAL MAKEUP: Elegant black Cleopatra-inspired eyeliner extending subtly beyond the outer corners of her large eyes. Distinctive ceremonial vermilion-red markings beneath both eyes. Two thin crimson lines extend downward from each lower eyelid toward the upper cheeks, accompanied by several tiny symmetrical red dots. The markings are delicate, precise, and mysterious. Soft natural pink lips and refined contemporary makeup. COSTUME: An exquisite Cleopatra-inspired ceremonial costume created for a premium live-action fantasy film. The costume is luxurious, lightweight, elegant, and feminine. UPPER GARMENT: A beautifully tailored ivory-white silk crop top made from thin, lightweight, opaque fabric. A moderately low, gently open neckline reveals tasteful cleavage. The garment is carefully constructed to fit her naturally full bust while keeping her torso and waist visually slender. Delicate gold-trimmed shoulder straps and subtle ornamental gold chains. Fine gold embroidery along the edges. Her midriff and navel are completely visible. The fabric follows her natural figure without excessive compression or artificial shaping. LOWER GARMENT: A flowing ivory-white silk skirt worn low on her hips, leaving her slender waist, flat abdomen, and navel exposed. The skirt features a dramatic, high-cut slit along her right leg. The slit extends from the upper thigh down to the hem, clearly revealing her right thigh, knee, and lower leg. The exposed leg is fully visible in the front view. The remaining skirt fabric falls in elegant, lightweight folds around her other leg. The design creates a graceful asymmetrical silhouette, balancing flowing fabric with the exposed leg. The slit must look like an intentional, beautifully tailored opening in the skirt rather than torn fabric. A refined ornamental gold belt rests around her hips, decorated with intricate Egyptian-inspired engravings and delicate hanging gold chains. The fabric is thin, airy, and softly draped, but completely opaque. NECKLACE: A delicate, elegant gold necklace featuring a small polished turquoise gemstone. The turquoise stone is modest in size, approximately 1.5 centimeters wide. It rests at the center of her upper chest, just above the neckline. The gemstone is surrounded by a thin, intricate gold setting. The necklace should feel refined and understated rather than oversized or ceremonial. The turquoise remains clearly visible but does not dominate the costume. GOLD JEWELRY: Multiple beautifully crafted gold bracelets on both wrists. Elegant engraved gold upper-arm cuffs. Delicate gold rings. Long, refined gold earrings. All jewelry is handcrafted with realistic metallic reflections and intricate detailing. HAIR ACCESSORIES: A delicate gold circlet resting across her forehead. A small turquoise accent at the center. Fine gold hair ornaments near her temples. The accessories must preserve the clean silhouette of her straight black bob. FOOTWEAR: Elegant ancient Egyptian-inspired sandals with thin gold leather straps. COLOR PALETTE: Ivory-white silk. Warm antique gold. Small vivid turquoise accents. Jet-black hair. Natural luminous skin. Deep vermilion ceremonial markings. CHARACTER SHEET COMPOSITION: Create a professional live-action film costume reference sheet. Show exactly THREE full-body views of the SAME woman arranged horizontally. LEFT: Full-body FRONT VIEW. Facing directly toward the camera. Neutral standing pose. Arms relaxed slightly away from her body. Clearly show her beautiful face, full bust, narrow waist, exposed navel, small turquoise necklace, and the high slit revealing her right thigh and knee. CENTER: Full-body SIDE PROFILE VIEW. Facing exactly 90 degrees to the right. Clearly show her straight bob silhouette, slim torso, natural bust profile, exposed midriff, and layered skirt construction. RIGHT: Full-body BACK VIEW. Facing directly away from the camera. Clearly reveal the back of her bob haircut, costume straps, gold accessories, narrow waist, ornamental belt, and flowing skirt. CONSISTENCY: All three views must depict exactly the same woman. Identical facial identity. Identical body proportions. Identical slim torso and full bust. Identical shoulder-length black bob. Identical costume design. Identical small turquoise necklace. Identical gold jewelry. Identical skirt slit placement. Identical fabric materials and colors. All three figures must appear at exactly the same scale and height. CAMERA: Professional full-body studio fashion photography. Eye-level camera. 85mm portrait lens. Minimal perspective distortion. Consistent framing across all three views. LIGHTING: Soft, natural studio lighting. Realistic skin tones. Subtle shadows. Accurate gold reflections. Natural fabric textures. BACKGROUND: Clean neutral warm-gray studio background. Subtle floor shadows. No scenery. VISUAL STYLE: Ultra-photorealistic live-action cinema. Real Japanese actress. Natural skin pores and fine facial details. Authentic human anatomy. Realistic silk fabric and handcrafted jewelry. Premium Hollywood fantasy costume design. Professional film wardrobe photography. Extremely detailed 4K quality. The final result must look like three real studio photographs of the same beautiful young Japanese actress wearing an elaborate Cleopatra-inspired royal costume. NEGATIVE CONSTRAINTS: No CGI. No 3D rendering. No anime. No illustration. No plastic skin. No exaggerated or distorted anatomy. No thick torso. No wide waist. No bulky body. No oversized turquoise necklace. No transparent clothing. No long hair. No braids. No text. No labels. No logos. No watermarks. No additional characters. No cropped feet. @MiniMax_AI #H3Image#