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          "text": "This is very cool, and a really impressive step forward. I do think the classic cartoon format makes some of the less coherent storytelling and prompt-following seem less relevant (which the authors acknowledge), this is still the weakness of AI video.\n\nFor example, this is the prompt for this video:\n\nAn underwater scene stretches across the entire screen. Amidst the  colorful reef, a small, rolled-up parchment map lays on the sea floor.  Jerry, the brown mouse, swims calmly into the scene from the left, his  large eyes wide with curiosity, carefully looking around while his tiny  paws propel him forward gently. A small, rolled-up parchment map is  laying on the sea floor. The map has a single small red x on it.  An underwater scene stretches across the entire screen. Jerry, the brown  mouse, pauses, his attention drawn to a small, rolled-up parchment map  laying on the sea floor. With gentle care, Jerry grasps the delicate  parchment with both paws and slowly unrolls it, examining its smooth  surface intently. The map has a single small red x on  it.<end_scene>  <start_scene>A coral-covered underwater area stretches across the  screen, rich with delicate coral formations in pastel hues gently moving  with the rhythm of the ocean. Jerry, the brown mouse, swims  thoughtfully toward a gently glowing sea anemone, its soft tentacles  subtly pulsing with luminescence. Jerry's expression is curious and  determined, his tiny paws methodically propelling him through the water.  As he swims, he turns his head left and right, eyes carefully scanning  for something important. The camera smoothly pans along with Jerry's  steady forward swimming, highlighting his thoughtful and attentive  demeanor as he continues his careful exploration of the vibrant  underwater environment.<end_scene>  <start_scene>Underwater, a close-up reveals Tom, the blue-gray  cat, with a hungry and predatory expression, his sharp eyes narrowed as  he keenly scans the surroundings. Tom turns his head methodically from  left to right, squinting his eyes carefully as he searches for  something, a cunning gleam evident in his gaze. Small bubbles of air  gently rise behind him, highlighting his location beneath the ocean  surface. In the softly swaying background, a green coral plant moves  rhythmically with the water's flow. Tom is depicted naturally, free of  any clothing, his sleek fur softly illuminated by the refracted sunlight  filtering down from above.<end_scene>  <start_scene>Underwater, a large purple coral sways gently and  rhythmically from side to side in the mild ocean current. From behind  the broad coral branches, Tom, the blue-gray cat, peers mischievously  with a sly and calculating smile, his eyes following Jerry intently.  Jerry, the brown mouse, swims slowly and obliviously past Tom, calmly  navigating the serene underwater landscape without sensing any threat.  The camera smoothly pans horizontally, tracking Jerry's leisurely  movement across the scene, emphasizing Tom's stealthy observation, his  sly grin deepening as he patiently waits for the ideal moment to act  upon his mischievous intentions toward Jerry.  Underwater, a large purple coral gently sways side to side, animated by  the subtle ocean current. Jerry, the brown mouse, calmly swims forward  through the tranquil environment. As he progresses, Jerry glances  backwards casually but suddenly notices Tom, the blue-gray cat, swiftly  approaching from behind with predatory intent. Jerry's eyes widen  dramatically in shock and fear. Quickly regaining composure, Jerry  swiftly darts to his right, frantically swimming away with anxious  urgency clearly etched on his face. Tom eagerly pursues Jerry, propelled  by excitement and determination, rapidly swimming toward the right with  an energetic eagerness, intent on capturing the swiftly escaping mouse.  An underwater kelp forest stretches upward, its tall green kelp strands  swaying rhythmically and gracefully beneath the ocean's surface, forming  dense vertical layers. Jerry, the brown mouse, swiftly swims into the  dense kelp forest from the left, maneuvering with agility and precision.  Close behind Jerry, Tom, the blue-gray cat, swims with urgency and  determination, repeatedly reaching forward with his paws in swift  attempts to capture Jerry. Each grasp misses narrowly, emphasizing the  frantic chase. Jerry adeptly weaves and ducks between the long, gently  moving kelp strands, utilizing the dense underwater foliage to  skillfully evade Tom's persistent pursuit and escape imminent capture.  An underwater kelp forest stretches upward, its tall green kelp strands  gently swaying and undulating in a hypnotic rhythm underwater. Jerry,  the brown mouse, quickly swims upward, skillfully weaving through the  gently swaying kelp strands. Following closely, Tom, the blue-gray cat,  swims upward rapidly, paws desperately outstretched to grasp Jerry, yet  consistently failing as Jerry remains just out of reach. Jerry continues  his swift, upward escape through the water, maintaining a focused and  determined demeanor as he adeptly maneuvers through the thick kelp,  always narrowly avoiding Tom's determined efforts to finally capture  him, his movements quick and precise.<end_scene>  <start_scene>Underwater, Jerry, the brown mouse, quickly darts to  the left, swimming rapidly with agile and determined strokes. Tom, the  blue-gray cat, follows closely behind, intensely pursuing Jerry in a  heated underwater chase. Jerry swiftly manages to swim off-screen to the  left, disappearing into safety beyond the visible boundary. Tom visibly  slows, appearing deeply frustrated and exasperated, his expression  showing disappointment and irritation as he realizes that Jerry has  effectively escaped, once again eluding his grasp despite the vigorous  effort and determination that characterized Tom's intense pursuit  throughout this tense underwater chase sequence.  Underwater, Jerry, the brown mouse, swiftly swims through vivid clusters  of orange and purple coral formations, frequently glancing nervously  behind him to gauge his distance from his pursuer. Following closely  behind, Tom, the blue-gray cat, navigates carefully around intricate  coral structures, swimming swiftly yet strategically. Tom exhibits a  clear and unwavering determination in his pursuit, his eyes sharply  focused on capturing Jerry. Jerry, meanwhile, continues moving with  agility and speed, expertly utilizing the coral reef's complexity as  cover, his eyes filled with anxious awareness and urgency as he strives  to evade Tom's persistent and determined underwater  chase.<end_scene>  <start_scene>Underwater, outside the wooden shipwreck, Jerry, the  brown mouse, swiftly swims in from the left side of the screen, his  movements precise and determined. Approaching directly, he navigates  skillfully toward a dark hole in the side of the shipwreck, which is  covered partially by layers of coral and seaweed gently swaying with the  underwater currents. Without hesitation, Jerry slips through the hole  and disappears into the ship's shadowy interior. The aged wooden planks  and moss-covered surface of the shipwreck enhance the mysterious  atmosphere as Jerry carefully moves inside, suggesting anticipation and  careful urgency in his movements as he vanishes within.  Underwater, outside the wooden shipwreck, Tom, the blue-gray cat, swims  swiftly into the scene from the left, showing determined urgency as he  searches diligently for Jerry. With careful inspection, Tom peeks into  various holes and crevices scattered along the damaged wooden hull,  occasionally pausing to closely examine an opening, only to move on with  visible frustration after finding nothing. Tom's expression gradually  shifts from determined to confused and increasingly frustrated as his  thorough search fails to reveal Jerry's hiding spot. His movements slow,  becoming calmer and more deliberate as he methodically continues  inspecting and searching around the shipwreck's exterior, determined yet  clearly baffled.<end_scene>  <start_scene>An old wooden shipwreck lies quietly underwater on  the sandy ocean floor, partially submerged in sand, and overgrown by  vibrant coral, seaweed, and algae. Jerry, the brown mouse, swims swiftly  through a wide opening in the damaged hull, entering the shadowy  interior of the wreck. Inside, Jerry pauses briefly, anxiously scanning  the dimly-lit interior of the vessel, his eyes wide with cautious  anticipation. He quickly retrieves a parchment map and examines it  closely, verifying the marked red X location carefully. Confident but  alert, Jerry carefully rolls up the map again and continues swimming  deeper into the shadowy depths of the shipwreck, resolutely pursuing his  goal.<end_scene>  <start_scene>Inside the underwater shipwreck, Jerry, the brown  mouse, swims cautiously toward a closed wooden door located in a dimly  lit corridor, the interior filled with scattered debris and floating  particles illuminated by beams of filtered sunlight. Jerry reaches out  slowly and pushes the old wooden door open, the door creaking slightly  as it reveals the mysterious room beyond. Carefully, Jerry peers inside,  his cautious expression shifting instantly to one of joyful surprise.  His eyes widen dramatically with excitement and wonder, clearly  captivated by something extraordinary within the revealed chamber,  heightening the sense of curiosity and intrigue within the  scene.<end_scene>  <start_scene>Jerry, the brown mouse, enters an underwater room  within the shipwreck, revealing a magnificent wooden treasure chest  resting prominently at its center, overflowing abundantly with  glittering golden coins, shimmering jewels, and sparkling gems. Jerry  eagerly checks a parchment map, excitement evident as he recognizes this  spot as the treasure location marked precisely by the red X. His eyes  sparkle joyfully, and a wide smile spreads across his face, clearly  mesmerized and enchanted by the sight of the dazzling treasure. Jerry's  excitement and delight grow visibly, captivated completely by the wealth  and beauty discovered in this hidden underwater  chamber.<end_scene>  <start_scene>Underwater, outside the shipwreck, Tom, the blue-gray  cat, swims anxiously back and forth, continuously peering with  frustrated urgency into various openings and cracks in the wooden hull  of the sunken ship. His expression is tense and increasingly agitated,  clearly indicating a desperate search for something—or someone. Tom's  eyes scan each dark opening repeatedly, his whiskers twitching  nervously, as frustration grows with each unsuccessful attempt to find  Jerry. His movements become more vigorous yet increasingly exasperated,  capturing Tom's rising impatience and desperation as he remains intent  on locating Jerry's elusive hiding place somewhere within the  shipwreck's mysterious interior.  Underwater, outside the shipwreck, Tom, the blue-gray cat, continues  anxiously swimming back and forth, repeatedly peering into openings  along the shipwreck's wooden hull with careful yet increasingly  frustrated examination. His expression remains deeply troubled, his eyes  narrowed in irritation and impatience as he struggles fruitlessly in  his ongoing search for Jerry. Tom persistently examines each crevice  methodically, visibly irritated by Jerry's successful evasion. Despite  his determination, Tom's frustration is evident in his increasingly  tense posture and rapid movements as he continues his thorough but  futile search around the shipwreck, clearly determined yet baffled by  Jerry's skillful disappearance within the underwater vessel.  Underwater, outside the shipwreck, Tom, the blue-gray cat, swims back  and forth with restless irritation. Suddenly, from a large opening in  the shipwreck, a large silver shark emerges ominously, eyes locking  directly onto Tom, the blue-gray cat. Tom, the blue-gray cat, instantly  freezes, his expression rapidly shifting to sheer terror, his eyes  widening dramatically and panic gripping his entire body. Reacting  swiftly, Tom, the blue-gray cat, spins around frantically and begins  swimming away from the large silver shark as quickly as possible, fear  propelling his urgent escape. The large silver shark, clearly noticing  Tom's desperate retreat, immediately begins pursuing, steadily  increasing its speed and menacingly closing in behind Tom, amplifying  the tension and urgency of the chase.<end_scene>  <start_scene>Underwater, Tom, the blue-gray cat, frantically swims  upward, his face filled with panic and fear, frequently glancing behind  as a large silver shark angrily yet menacingly follows close behind.  Tom, the blue-gray cat, swims with increasingly frantic movements,  rapidly darting around coral formations and rocks in desperate attempts  to evade capture. Each nervous glance reveals the large silver shark  steadily approaching, its sharp teeth clearly visible and ominous. The  large silver shark maintains an unwavering pace, patiently and  deliberately closing the distance between itself and Tom, the blue-gray  cat. Tom's desperation and terror are palpable, as his swift evasive  maneuvers become increasingly erratic under the relentless pursuit of  the dangerous predator.<end_scene>  <start_scene>The screen is diagonally split in two halfs. On the  right side of the split screen, inside the underwater treasure room,  laughing happily, Jerry, the brown mouse, tosses handfuls of golden  coins high into the surrounding water, watching them slowly drift  downward, shimmering brightly and reflecting brilliantly around him. His  cheerful demeanor and playful actions highlight the triumphant moment  as Jerry's excitement and delight are vividly conveyed through his  joyful smiles and carefree laughter. On the left side of the split  screen, the background is different. The underwater in a coral reef,  Tom, the blue-gray cat, is frantically swimming away from something, his  face filled with panic and fear. The screen fades to black  The screen is diagonally split in two halfs. On the right side of the  split screen, inside the underwater treasure room, Jerry, the brown  mouse, laughs happily as he swims excitedly above the treasure chest  overflowing with glittering golden coins. In a joyous display, Jerry  dives into the treasure, completely submerging himself within the  gleaming coins, briefly disappearing beneath their shiny surface.  Moments later, he playfully pops his head back out, smiling broadly with  pure delight, clearly enjoying this magical moment of discovery and  indulgence. On the left side of the split screen, the background is  different, where, in an underwater in a coral reef, Tom, the blue-gray  cat, is frantically swimming away from something, his face filled with  panic and fear. The screen fades to black",
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