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Shuffle It! V1.1 After Effects Text Animator Changelog: - New Tracking control to adjust spacing between letters animation - Smoother performance - Fixed bug with Random Shuffle slider - Improved Bounce animation - Now fully compatible with AE CC2019+

380,860 просмотров • 1 год назад •via X (Twitter)

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GM everyone! Now is definitely the best time to get involved with Decimated, $DIO and the Magic Eden 🪄 collection! Here's what we are working on: Missions & New Features Proximity voice chat Squad system faction territory capture system revival, repair, hacking & level progression world narration and narrated missions (lore/story building) bounty mission system (on team killers and VIP targets) rescue captives mission cannibal raider NPCs with melee attack desert tribe NPCs with more unique weapons/vehicles NPC bosses with unique heavy weapons & rare loot vehicle physics improvements more weather effects, day/night settings upgraded versions of existing mission types (kill, scout, loot, race & deliver) random loot/NPC spawner logic (to randomize placement) NFT Collection gating leaderboard rewards to NFT holders only leaderboard multipliers & staking bonuses highlighting random traits periodically to encourage trading Telegram Mini-app A retro16 bit style shooter user accounts/rewards are also on decimated website Decimated is set to receive major improvements in visual effects, animations, and optimization, including bullet hit effects, ambient sounds, and enhanced vehicle gameplay. Combat enhancements will introduce melee attacks for both players and enemies, weapon effect variations, and improved sniper mechanics. Multiplayer features will expand with a Squad System, incorporating squad voice and text chat, as well as proximity voice chat. The revival system will include new animations and medical mechanics. Player progression is also being introduced with talents, skills, and feats, alongside faction-based and narrative missions. Vehicles will see gameplay and sound refinements, new mechanics for repairing, refueling, and damaging players/NPCs, and a shooting-from-vehicles feature. A boss mech with new art and animations is also being integrated. The Playfab system is being refactored, and a Steam-only version with Steampay is planned. Other technical updates include Unreal Engine 5.5 migration, EOS Analytics integration, anti-cheat measures, async loading, and bug-tracking tools. Additionally, quality-of-life improvements will introduce a trading system, helper popups, item highlighting, day-night cycles, improved camera behavior, corpse persistence, and environmental elements like sandstorms.

DECIMATED - Official

1,313,500 просмотров • 1 год назад

MiniMax H3 is incredible at text rendering! This is a text to video prompt! Prompt : Create a 15-second cinematic text-animation video built around the quote: “Every great change begins quietly, grows through courage, and becomes impossible to ignore.” The quote should appear gradually as a visual story. Each new phrase must transform the design, atmosphere, movement, and emotional intensity of the scene. Use elegant typography, accurate spelling, cinematic lighting, smooth transitions, and perfectly readable text. 0:00–0:03 | “Every great change” Begin with a completely black screen. A tiny point of warm light slowly appears in the center, like the first spark of an idea. The words “Every great change” emerge softly from the darkness, one word at a time. Use thin, elegant serif typography with wide letter spacing. “Every” fades in gently. “Great” grows slightly larger. “Change” forms from small drifting particles that gather into solid letters. Keep the scene quiet, minimal, and mysterious. 0:03–0:06 | “begins quietly,” The camera slowly moves closer to the text. The previous words shrink and reposition toward the upper-left corner as the phrase “begins quietly,” appears in delicate lowercase letters. Animate the phrase as though it is being written by an invisible hand. Each letter should create a subtle ripple in the darkness. Introduce faint textures, soft shadows, floating dust, and gentle light rays. The comma should appear last and create a small circular pulse. 0:06–0:09 | “grows through courage,” The pulse expands and transforms the scene from darkness into a rich sunrise gradient with deep orange, red, and golden tones. The words “grows through courage” rise upward from the bottom of the frame. Animate “grows” by gradually increasing its size and weight. Animate “through” along a curved path. Animate “courage” in bold uppercase letters that push through a translucent barrier, causing it to crack into geometric fragments. The movement should feel powerful but controlled. 0:09–0:12 | “and becomes” The fragments rotate in slow motion and reorganize into a clean editorial grid. The phrase “AND BECOMES” appears across the frame in condensed sans-serif typography. Animate the letters with fast tracking changes, vertical stretching, masking, and perspective movement. The camera accelerates forward through the center of the word “BECOMES.” The sound and visual energy should steadily build. 0:12–0:14 | “impossible to ignore.” Reveal a vast bright space filled with light, moving shapes, and large-scale typography. The words “IMPOSSIBLE TO IGNORE” appear one after another. “IMPOSSIBLE” expands beyond the edges of the screen. “TO” remains small and perfectly centered. “IGNORE” slams into place with strong visual impact, briefly shaking the surrounding grid and shapes. Use bold contrast, dramatic scale, sharp shadows, and synchronized motion. 0:14–0:15 | Final quote All movement stops instantly. The complete quote appears centered on a clean off-white background: “Every great change begins quietly, grows through courage, and becomes impossible to ignore.” Use refined black typography with “change,” “courage,” and “impossible” highlighted in deep red. Hold the final composition clearly for the last second. Maintain one continuous visual journey from darkness to light, silence to impact, and simplicity to complexity. Keep every phrase connected through visual transformations rather than hard cuts. Use realistic motion blur, precise kerning, clean masks, stable letterforms, smooth camera movement, subtle film grain, cinematic sound design, rising ambient music, soft particles, controlled color transitions, and a final deep impact sound. Avoid misspelled words, warped letters, duplicated characters, unreadable text, random symbols, excessive flickering, chaotic layouts, inconsistent fonts.

Umesh

20,586 просмотров • 24 дней назад

🌟 Fortnite Ecosystem v41.00 Update Summary 📅 June 5, 2026 🎮 Major Creator Updates: 1️⃣ Sidekicks as NPCs in UEFN Sidekicks are now available as scriptable NPCs in UEFN. Creators can customize how they look, animate them, script behavior with Verse, and even bring a player’s own Sidekick into an island experience. Important note: 🔹 Publishing islands with Sidekick NPCs opens July 23 🔹 Creature based islands may get new Discover opportunities 🔹 Great for monster battlers, cozy farming games, creature RPGs, companion adventures, and more 🔹 Epic plans to feature creature-based islands in a new creature-based Collection page 2️⃣ Custom Weapon Templates Creators can now use Scene Graph weapon templates for: 🔸 Pistol 🔸 SMG 🔸 Assault Rifle 🔸 Shotgun You can customize how weapons look, sound, and play, including mesh, VFX, audio, damage, fire rate, spread, and recoil. Important note: These Scene Graph entities are not compatible with older saving methods like the Save Point device. Epic says to use Verse persistence. 3️⃣ Mobile Controls Upgrade (Experimental) Big step for mobile friendly Fortnite games. 🔹 Touch Input Gestures 🔹 Custom touchscreen control layouts 🔹 Tappable custom HUD widgets 🔹 Verse API to detect touch enabled devices 🔹 New Designing for Mobile guide This should help genres like tycoons, puzzle games, menus, inventories, and mobile first UI feel way better. 4️⃣ Community Events Starting June 8, creators can create events in Fortnite Communities and share them in game. Events can show in: 🔸 Following tab 🔸 Creator Profile page 🔸 Island page 🔸 Island Lobby, if enabled Epic is also testing a Community Events row in Discover, but it will not show for all players and placement is not guaranteed. 🛠 UEFN Workflow Updates: 🔸 Push Changes now incrementally cooks only modified project parts 🔸 New Edit List Panel shows what is live and what still needs a push 🔸 Launch Session now combines multiple session actions 🔸 New Session Inspector gives better visibility into launch and Live Edit status 🔸 New Publishing Report helps catch issues before publishing 🔸 Improved Verse warning panel with direct VS Code links 🔸 New Editor Gizmo System 🔸 Physics setting moved into Island Settings 🔸 New Memory Snapshot tools help identify asset memory costs 🔸 Asset validation now warns when static meshes exceed 30k vertices at LOD0 Important Live Edit note: Live Edit is improved, but some changes can still require Push Changes. The new tools make it clearer what is already live and what still needs to be pushed. ⚠️ Important Publishing Change: Illegal Property Override warnings are now errors in v41.00. That means new or updated islands with these errors are blocked from publishing. Current published versions where the warning appeared will stay live. 👤 Follow a Developer Update: In v41.10, Epic will remove the Follow a Developer button from the Developer Profile Link device. The device itself will still be usable, and existing follower counts are not affected. If your island currently tells players to follow you through that device, update those callouts before v41.10. 🧑‍🚀 Hero Device Star Wars Update: More Star Wars characters have been added to the Hero device for Star Wars islands: 🔹 Luke Skywalker 🔹 Obi-Wan Kenobi 🔹 Mace Windu 🔹 Kylo Ren 🔹 IG-11 🔹 Moff Gideon 🔹 Boba Fett 🔹 Mandalorian (Pen & Ink), Clone Wars Anakin, and Clone Wars Ahsoka were also added to cosmetic-based devices 📦 New Content: 🌾 Cozy and Creature Tools 🔸 Plumpton Architecture Kit 🔸 Plumpton Farm Gallery 🔸 Pet Props Gallery 🔸 Updated foliage 🔸 Plumpton Feature Example ☕ New Prefabs and Galleries 🔹 Latte Landing Prop Gallery 🔹 Latte Landing Bun Store 🔹 Latte Landing Big Shots Cafe 🔹 Latte Landing Krunchy Krickets 🔹 Latte Landing Espresso Experiments 🔹 Latte Landing floors, walls, and roofs 🔹 More Plumpton props, plants, farm, pet shop, tavern, farmhouse, and more 🔫 New Weapons and Items: Weapons: 🔸 Vanguard Burst Rifle 🔸 The Voidblade’s Burst Rifle 🔸 Extending Focus Shotgun 🔸 Reacher Extending Shotgun 🔸 Chaos Exploder Rifle 🔸 Dark Voyager’s Chaos Rifle 🔸 Exotic Overdrive Pulse Rifle 🔸 Exotic Recon Bow 🔸 Exotic Leaping Lightning Gun Items: 🔹 Seven Sliders 🔹 Limitless Seven Sliders 🔹 Brick-a-Bunker 🏃 Player Movement Device Update: More movement settings are now available directly in the Player Movement device, giving creators better control over which players are affected. Includes: 🔸 Jump Fatigue 🔸 Slide Kick 🔸 Shoulder Bashing 🔸 Wall Kick 🔸 Roll Landing 🔸 Glider Redeploy 🔸 Player Flight 🔸 Flight Speed 🔸 Infinite Wall Kicks 🔸 Sprint and boosted jump energy costs 🧪 Experimental and Beta Updates: 🔹 Skeletal Animation in Scene Graph is now experimental 🔹 Physics remains Beta 🔹 Mobile touch controls and gesture support are experimental 🔹 Skeletal Animation in Scene Graph cannot be used in published islands yet 🛠 Community Bug Fixes: 🔸 Fixed server degradation from adding and removing entities 🔸 Fixed some Physics Materials not being exposed 🔸 Fixed some session launch cook errors 🔸 Fixed Fortnite not closing properly after launching a session through UEFN 🔸 Fixed crashes after repeated entity spawning and despawning 🔧 More Fixes: 🔹 Fixed quickbar and phone tool freezes 🔹 Fixed thumbnail capture preview actor issues 🔹 Fixed building on Instanced Static Meshes 🔹 Fixed Live Edit visual update issues 🔹 Fixed several editor crashes and performance issues 🔹 Fixed inventory UI not showing Fortnite item info correctly 🔹 Fixed multiple physics, movement, swimming, gliding, and launch pad issues 🔹 Fixed Scene Graph prefab and Verse path issues

Immature

15,449 просмотров • 2 месяцев назад

🎮 𝐅𝐞𝐛𝐫𝐮𝐚𝐫𝐲 𝟐𝟎𝟐𝟓 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐔𝐩𝐝𝐚𝐭𝐞 🚨 Big updates across multiple areas of Varsity this month! • Coach Schemes in Dynasty Mode – Every coach now has a unique scheme and playstyle, influencing how your team plays. Do you stick with your staff and try new strategies, or hire a coach who specializes in your preferred system? • Audio & Settings Enhancements – A custom Varsity marching band drumline is being composed to add more energy to the game. Plus, menus now have sound effects, and new resolution options (16:9 and 16:10 ultrawide) have been added. • 3D Player & Stadium Models – The new player models are fully integrated, showcasing enhanced customization and animations. Pro-style stadiums for playoffs and championships are also in development! • Motion Capture Upgrades – Defensive back (DB) movements have been refined using motion capture for better realism. We’ve also improved base locomotion (running, turning, and movement) and are hiring a full-time AAA animation specialist. This month was all about refining core gameplay features and bringing more realism to Varsity. Stay tuned for more updates as we keep pushing towards launch! Support us on Patreon for Steam Pre-Alpha PlayTest access, and don’t forget to wish list on Steam! #Varsity #HSFootballVideoGame #DynastyMode #FootballGaming #HighSchoolFootball #CoachSchemes #3DModels #MotionCapture

Varsity - High School Football Video Game

99,319 просмотров • 1 год назад

My Lost Soul Aside Impressions: I’m playing on the PS5 Pro in performance mode with a VRR display, and I’m very satisfied with the performance. For me, the image looks sharp and the gameplay runs very smooth with 60fps. Even during big boss fights, I haven’t noticed any significant drops. Claims that the game runs at 20fps are absolute nonsense. I wouldn’t recommend quality mode, as the missing frames per second and the input delay are a major disadvantage, especially with such fast-paced gameplay. Visually, I’d say the game looks very good, but not outstanding. Environmental details are sometimes not fully polished, and the facial animations could be better. On the other hand, the characters are incredibly detailed, which I really enjoyed. The combat animations are absolutely fantastic, and the choreographed fight cutscenes are brilliant. Boss fights are simply phenomenal and I loved every second of them. The whole experience feels like a mix of Final Fantasy and Devil May Cry. Bosses also come with certain mechanics you have to trigger, which adds depth. The soundtrack has impressed me so far, mixing rock tracks with softer melodies that really bring the fantasy world to life. However, the audio mixing between cutscenes and gameplay is sometimes off and should be fixed. The game is very linear, which I personally find refreshing and not a negative at all. The map reminds me of Final Fantasy X, with some side paths that hide chests or items. Puzzles are simple but help break things up. Larger areas are often rather empty though, and exploration can feel unrewarding when all you find is “+7 gold.” The story so far is quite predictable. I didn’t enjoy the English voice acting and switched to the Chinese original, which feels much better. I also made some adjustments to improve my experience: in the sound menu, I boosted the weapon effects and increased the music volume. In combat, I found there’s too much chatter and subtitles are distracting, so I turned them off completely. The game is challenging, and I’d definitely consider it demanding. There are no difficulty options, but if you die often enough, you’ll get amulets that make the gameplay noticeably easier. Now, onto the clear highlight of the game: the combat system. My goodness, it’s amazing. The chaining of attacks and overall complexity are simply brilliant. It’s an endless fireworks display of effects, and for me the wait was truly worth it. At first, combat might seem simple, but as you progress you unlock new weapons with their own skill trees, special attacks that can be upgraded, new combo actions, and the ability to switch weapons instantly in battle to chain them into even more combos. Different weapons can also interact with the environment and trigger special effects. It’s just genius. Another fantastic feature is weapon customization. You can freely change the appearance of your weapons, as every weapon can take on the look of another. You can also adjust details in real time, resize parts, reposition them, and all changes are applied instantly without requiring resources. Even better, these customizations carry over into cutscenes. When you move to the next level, the camera zooms out and shows your characters in a charming overworld view, similar to Expedition 33. A really nice touch. So far, I’ve been enjoying the game immensely, and I simply couldn’t put it down. If you’re expecting a combo-based combat system, you definitely won’t be disappointed in my opinion. The linear level design felt incredibly refreshing, and it genuinely transported me back to the PS2 era, always leaving me with a warm feeling in my heart.

GermanStrands

105,473 просмотров • 1 год назад

The Visual Studio Code insiders version that just shipped and will ship in the next few days will come with an insane amount of new capabilities. A few highlights: - You can now run sub-agents in parallel. Yes, really. I even attached a video. - Major UX improvements for sub agents, especially visible in the chat window - A new search tool wrapped as a sub-agent that iteratively runs multiple search tools: semantic_search, file_search, grep_search Which connects nicely to the point above: multiple searches running in parallel, efficiently and fast - Anthropic’s Message API is now enabled by default - You can choose the model for the cloud agent (three available, all premium) - Extended thinking support when using the Claude cloud agent This is part of the broader multi-vendor cloud support under AgentsHQ I wrote about a few weeks ago - Tasks sent to the background agent (basically the CLI tool) now always run in isolation, each with its own git worktree - In a multi-repo workspace, assigning a task to a cloud agent prompts you to choose the target repo Same behavior when opening an empty workspace with no repo - Support for building an external index for files not supported by GitHub’s default indexing - UI/UX improvements for starting new sessions and switching between local / background / cloud agents - Skills are now first-class citizens, just like prompt files, with better UX indicating when a skill is loaded - Improved API for dynamic contribution of prompt files New V2 includes skills as part of the model. Curious to see the extensions that will leverage this - Finally, initial support for showing context usage percentage per session - Skills are enabled by default - Resizable chat window and session view. Small thing, but it was driving me crazy 😁 - A new integrated browser meant to replace the old simple browser Maybe the beginning of real browser use? - Better UI/UX for token streaming in chat - Ability to index external files not supported by GitHub There’s a lot more. Some of it hasn’t fully landed yet, but everything that has is already in Insiders. The next stable release should drop in early February. As usual, I’m just shocked by the volume of features this team ships every month. After the holiday slowdown, this one is shaping up to be a wild release.

Oren Melamed

29,555 просмотров • 7 месяцев назад

Impeccable 3.7 brings linting to design. Until now it was a skill you asked for help. Now it's a design-system-aware feedback loop that runs while your agent builds, catching slop and design drift before they land. 🪝 Design hooks for Claude, Codex, and Cursor They run after every UI edit and quietly nudge your agent to fix slop and drift. The output isn't another wall of lint: it separates new findings from already-seen ones, flags clean scans, and asks the agent to use judgment. Fix real issues, leave intentional demos alone, save exceptions to config instead of littering your source. 🎨 Slop detection is now project-aware Reads your actual design system from DESIGN.md, your typography, palette, radius scale, and tokens, and flags drift from your system, not just generic AI slop: • this font isn't in your design system • this color is outside your documented palette • this radius doesn't match your rounded scale The same engine powers both the hooks and the CLI, and it's where we're investing next. 🖥️ Live Mode, ready for real projects Svelte/SvelteKit now preview variants as temporary framework components with live params, then accept cleanly back into your source component. Manual text edits got evidence / apply / discard routes, insertions preserve their anchors, and mapped lists and JSX slots clean up far more reliably. ⚡ Leaner core, sharper detector Rule-level evals across 3 providers and 4 niches cut guidance with no measurable lift and dropped examples that taught models bad patterns. The detector now skips hidden and screen-reader-only elements, understands OKLCH alpha and Sass-like inputs, and tightened checks for repeated kickers, oversized H1s, clipped overflow, and cramped padding. 🛠️ CLI caught up impeccable detect loads DESIGN.md by default, motion findings name the exact token or cubic-bezier instead of just "bounce," and impeccable ignores gives real CRUD for exceptions. Hooks and CLI share the same ignores. No split-brain config. Plus a much-improved interactive installer with hooks setup built in. Upgrade: npx impeccable install npm i -g impeccable

Impeccable

232,003 просмотров • 2 месяцев назад

MiniMax H3 on Hailuo AI (MiniMax) feels like a major step forward for AI video creation. From cinematic storytelling and product commercials to UI mockups, game-inspired scenes, and branded content, it handles a wide range of creative workflows with impressive consistency. POV Modern Warfare FPS Gameplay Prompt Camera: First-person perspective at eye level with authentic handheld player movement, as if recorded directly from a modern AAA military shooter. The player carries a highly detailed assault rifle with realistic animations, visible hands, tactical gloves, dynamic reload mechanics, and weapon sway. **Opening Action:** The video immediately begins with the player already aiming down a roadway inside a modern military base. Multiple enemy soldiers are visible in the distance near sandbags, barricades, and military vehicles. The player carefully tracks one target, making small aim corrections while maintaining ADS (aim down sights). Fire several controlled bursts immediately at the visible enemies, producing realistic muzzle flashes, shell casings ejecting, smoke, recoil, hit reactions, and dust impacts around the targets. Continue firing in multiple short bursts while adjusting aim between enemies, simulating authentic FPS gameplay rather than scripted animation. **Movement:** After the opening firefight, lower slightly from ADS and begin advancing cautiously along the road beside concrete barriers, Hesco walls, and parked military vehicles. Frequently check left and right corners, briefly stop to reacquire targets, then raise the weapon and fire additional controlled bursts whenever enemies appear ahead. Continue pushing forward with deliberate player-controlled movement, using cover naturally and maintaining believable tactical pacing. **Environment:** Large modern military base with guard towers, armored vehicles, shipping containers, blast barriers, damaged buildings, smoke plumes, burning debris, scattered shell casings, dust clouds, and atmospheric battlefield haze. Cool natural daylight mixed with smoke and orange firelight creates a cinematic battlefield atmosphere. **Camera Motion:** Authentic player-controlled movement with subtle head bob, weapon sway, natural mouse-look adjustments, small left-right corrections while aiming, realistic recoil, smooth tracking of moving targets, brief pauses before shooting, and fluid forward progression. Avoid cinematic camera moves—everything should feel like genuine live gameplay captured by a skilled player. **Visual Quality:** Ultra-photorealistic, AAA game graphics with realistic PBR materials, detailed weapon models, physically accurate lighting, volumetric smoke, dynamic particle effects, crisp textures, realistic bullet impacts, muzzle flash illumination, motion blur only during rapid movement, and high-end military shooter presentation. **Gameplay UI:** Display a realistic modern FPS HUD inspired by games like PUBG, Battlefield, or Call of Duty (without copying exact copyrighted assets). Include: * Central dynamic crosshair or reticle * Ammo counter with magazine and reserve ammunition * Fire mode indicator * Compass at the top * Squad/team status panel * Mini-map in the upper corner * Health bar * Tactical equipment icons (grenades, medkit) * Hit markers when bullets connect * Directional damage indicators * Kill notification feed * Objective marker in the distance * Subtle interaction prompts and realistic HUD animations The HUD should feel polished, modern, and fully integrated into the gameplay, enhancing the illusion of authentic recorded footage from a contemporary military FPS. #MiniMaxH3

Sharon Riley

31,725 просмотров • 26 дней назад

This is my "feel the AGI" moment: I used GPT-5.6 Sol to train my own autocorrect model that outperforms GPT-5.6 Sol (wtf??) I have no ML background. I have no idea what I'm doing. I just kept pushing Sol until it spat out a SOTA model. And I spent $0. The motivation: Years of talking to AI have made me terrible at typing. Rather than fix my skill issue, I decided to throw more AI at it. My idea was: instead of autocorrect that interrupts my flow, I want to type fast with mistakes and have AI clean it up after. I wanted the smallest local model possible, for speed, for battery life, for science! So I decided to train my own. Inspired by Andrej Karpathy’s autoresearch, I ran Codex /goal with this setup: pick an experiment, try it, record the results to a doc, throw it out if it fails, and plan the next experiment without repeating failures. I gave a few examples that had to pass, tight latency targets, and let it run. Sol did some amazing things. First, it scanned benchmarks and shortlisted base models: Qwen 3.5, Gemma 4, Liquid LFM 2.5. It found a dataset on HuggingFace for typed text. Then it built a simulator for fingers striking a Mac keyboard, modeling the physical layout with a Gaussian distribution around each key. It simulated striking the wrong key, wrong order, fat-fingering, etc. With the models + data + simulator, it fine-tuned using MLX right on my MacBook. It had a working prototype within an hour! But accuracy was pretty poor. — Problem 1: Tokenization Sol read papers, ran tests, and identified that the tokenizer was the bottleneck. Tokenization makes typos hard for the model to see, so it memorizes mappings instead of using its language priors. Sol tried ByT5, Google’s tokenizer-free byte-level LLM. This made a big improvement, but the model is old and lacked the knowledge needed to reach Sol performance. Sol dug deeper and realized a tokenizer-free model isn’t needed; instead, it used T5Gemma, an encoder-decoder model. This can understand the input deeply before producing output, and furthermore, Sol could post-train the encoder to improve performance. This gave a much higher ceiling. — Problem 2: Loss function Now the model was correcting some typos perfectly, but ignoring most. Sol realized that standard cross-entropy loss was teaching the model to avoid edits, because the vast majority of characters in the training data were left unmodified. The fix was wild: Sol wrote a custom loss function that byte-aligns the source and target strings, uses a dynamic programming algorithm to compute the minimum edits between the two, then weights correct edits much higher than copies. After a lot of tuning, this dramatically improved accuracy. — Problem 3: Autoregression One failure mode remained: if the model made a mistake, it couldn’t backtrack. It could only predict the next token. Teaching it to “think” like a reasoning model would solve this, but would be far too slow. Sol found a beautiful solution: instead of greedily predicting the next token, beam search over all possibilities. This parallelizes the exploration instead of one linear chain-of-thought. At the end, choose the path with highest cumulative log probability. This worked great, but made the experience worse, since the user wouldn’t see progress until the whole search was done. To fix this, Sol made a clever observation: after each search step, the longest common prefix among surviving branches is guaranteed to appear in the final result, so it can be displayed immediately. As the search progresses, weaker paths are dropped and the prefix grows, so the user sees continuous progress. Sol built all this as a custom MLX pipeline that does the parallel decoding on the MacBook GPU, with just ~40ms TTFT. It’s crazy fast and entirely local. — Final eval (error reduction rate, higher is better): - Apple autocorrect: 49.66% - GPT-5.6 Luna: 82.47% - GPT-5.6 Terra: 87.64% - GPT-5.6 Sol: 90.56% - Our model (1.7B): 91.02% Final cost: - 1 quota reset (thanks Tibo) - $0 (And yes, I verified there's no cheating. In fact, we test words scrubbed from the training data to prove the model isn’t memorizing) There were a ton more details and tangents I could write about: contrastive learning, GRPO, DPO, dynamic masking, and more. Sol is a fascinating and creative model. It blew my mind so many times. Don’t let a lack of experience stop you: Sol makes AI experiments accessible to anyone!

Anshu

179,046 просмотров • 1 месяц назад

Seedance V2 This used to take people month of study and practice on Adobe Flash, now it can be done with Seedance V2, not perfect but this is the worst it will be. 15 seconds, stylized 2D hand-drawn animation, overhead battlefield on aged yellow lined notebook paper, clear blue horizontal ruled lines and a red left margin line always visible, fine paper grain, pencil marks, ink strokes, minimal classroom-material aesthetic at the start. The entire video must preserve the same paper world from start to finish. No live action, no 3D rendering, no realistic human faces, no modern objects, no narration, no subtitles. Core concept: A childish classroom doodle of an ancient war gradually transforms into a legendary illustrated battlefield, then collapses back into scribbles after the climax. The escalation must feel smooth, intentional, and visually magical, as if imagination is taking over the page. Army design: Two opposing ancient armies drawn first as simple colored stick figures, one faction in red, one faction in blue. Dense infantry blocks with spears and swords, cavalry units with long lances, banner carriers, archers. At first they are crude doodles with simple line limbs and circular heads. As the battle intensifies, they evolve step by step into more detailed inked warriors with clearer armor silhouettes, horses, weapons, helmets, capes, and expressive movement, but still remain inside a hand-drawn 2D illustrated style on paper. Visual progression and timing: 0-3 seconds: Wide top-down view of a large notebook-paper battlefield. Rough stick-figure armies face each other across the page. The drawing feels playful and simple at first. The camera slowly glides forward over the paper as both sides begin charging. Tiny horses gallop, infantry rushes, arrows are sketched into existence and start falling. Everything still looks like rough schoolbook doodles. 3-7 seconds: The first major collision. Spears thrust, swords swing, cavalry crashes into cavalry, formations break apart. With each impact, the art style upgrades. Simple stick limbs become stronger ink lines, bodies gain armor shapes, horses gain muscular form, banners gain flowing detail, shadows and dust marks appear. The battlefield becomes denser, faster, more dramatic. Red and blue strokes smear across the page with the force of combat. 7-11 seconds: The battle reaches full transformation. The once-crude doodles are now a glorious hand-illustrated ancient war scene, still clearly drawn on notebook paper but far more detailed and cinematic. The camera pushes into a central duel between two opposing generals on horseback. Their weapons clash with a powerful burst of ink lines and paper tremor. Around them, infantry and cavalry continue fighting in layered motion, arrows rain down, fallen soldiers scatter across the ruled lines. 11-15 seconds: At the peak of the duel, one final strike lands. A shockwave ripples through the page. The detailed warriors, horses, banners, and battle effects suddenly break apart into loose pencil scribbles, sketch fragments, and drifting paper-line debris. The great war rapidly collapses back into childish rough doodles, then into scattered marks and unfinished lines, as if the imagination has burned out. End on the overhead notebook page with the battlefield reduced to messy hand-drawn remnants. Animation and motion: Smooth fluid motion, strong timing, readable silhouettes, at least 24fps feel. The escalation from crude doodle to epic illustrated warfare must be gradual and continuous, not abrupt. Impacts should feel sharp and rhythmic. Keep all action legible from overhead. Maintain strong contrast between the innocent notebook-paper setting and the seriousness of the war. Atmosphere: Starts playful and curious, grows intense and heroic, peaks as a mythic battlefield, then ends with a strange quiet after the collapse. The whole piece should feel like a child’s imagination turning into an epic war vision on paper.

Emily

35,023 просмотров • 4 месяцев назад

Crafted with Seedance 2.0 + GPT Image 2 Pollo AI Storyboard Prompt: Create a raw kung fu performance storyboard focused on extreme physical action. Use reference image for the character. 16:9 storyboard sheet, 12 cinematic panels. The actual storyboard drawings must be black and white only: rough pencil lines, minimal detail, fast gesture drawing energy, simple anatomy construction and strong silhouette readability. Keep the artwork lightweight, dynamic and unfinished like early fight choreography previs. Start directly in action. Do not begin with a calm stance, preparation shot or slow introduction. A solitary female performer executes an aggressive Tibetan kung fu master-style routine inside a vast ancient temple. The choreography is exaggerated, explosive and constantly escalating: flying diagonal kicks, monk-style low stances, rapid palm strikes, spinning cloth-like body turns, animal-form hand shapes, deep lunges, aerial twists, floor-level sweeps, sudden drops, claw-like blocks, back-arched jumps, sliding recoveries and violent sculptural impact poses. Every panel must contain visible motion and strong body momentum. Avoid static standing poses. The performer should feel like a ritual warrior moving with discipline, fury, spiritual pressure and total body control. Action progression: 1. begin mid-air with a flying diagonal kick already in motion 2. handheld close-up palm sweep cutting through air 3. orbiting wide shot of a full-body spin 4. low-angle impact palm strike with shockwave 5. long-lens side profile spinning kick 6. top-down aerial turn with body, hair and fabric flaring outward 7. hard floor stomp cracking the temple stone 8. sliding low sweep across the floor 9. aggressive close-up flurry of elbows, palms and backfist strikes 10. extreme low monk-style beast stance with energy rising 11. spinning elemental vortex around the body 12. final airborne action pose, suspended above the temple floor, body twisted in a powerful kung fu strike, all elements converging around her before impact Add selective elemental energy effects as VFX-style storyboard accents. The effects should feel spiritual, ritualistic and cinematic, not superhero-like: air bursts around spins and flying kicks, dust and stone fragments lifting from stomps, water-like floor ripples during slides, fire-like trails around explosive strikes, heat distortion around high-intensity movement, elemental vortex near the climax. Element progression: early panels: subtle wind, dust and pressure lines middle panels: stronger stone fragments, floor ripples and air shockwaves late panels: controlled fire trails and energy spirals final panel: the strongest combined elemental surge while the performer is still airborne Use cinematic arthouse action camerawork: handheld energy, whip-pan feeling, orbiting camera moves, overhead shots, side silhouettes, aggressive close-ups, long-lens compression, extreme low angles, wide negative space, strong parallax. Keep the temple environment minimal and atmospheric: towering stone columns, worn temple floor, drifting incense smoke, hanging fabric, harsh light shafts, faint dust in the air, subtle wet floor reflections. Do not overcrowd the frames. Annotation color system: red arrows = body movement blue arrows = camera movement green marks = framing / composition notes orange marks = lighting direction yellow marks = elemental VFX / energy effects black text = short lens notes and panel labels No timestamps. No dialogue. No singing. No extra characters. No enemies. No logos. No watermark. Seedance video prompt: Video Prompt Seedance 2.0 Create a 15-second cinematic kung fu performance video. Use Image1 as the fixed character sheet reference. The character must strictly match the character sheet. Use Image2 ] as the storyboard reference. Follow the storyboard shot by shot as the main source for action order, camera rhythm, body movement, framing, movement direction, camera angles and visual progression. Treat each storyboard panel as a sequential keyframe. Preserve the shot order and make the video feel like the storyboard has been translated into continuous live-action motion. The sequence must end on a frozen final frame while the performer is still airborne. Do not add text, captions, storyboard labels, arrows, UI, logos or watermarks. Do not treat the storyboard as a single image. Do not redesign the character, change the costume or alter the face. Do not begin with a calm stance, preparation pose or slow introduction. Do not make the elemental effects look like superhero powers or excessive fantasy glow. Visual style: stylized cinematic realism, high-end 3D painterly animation quality, dynamic cloth simulation, expressive silhouette design, rich cinematic lighting, controlled color palette, natural motion blur, dramatic scale, beautiful but aggressive physicality, premium feature-animation aesthetic. Environment: vast ancient temple, towering stone columns, worn temple floor, drifting incense smoke, hanging fabric, harsh light shafts, faint dust in the air, subtle wet floor reflections, high contrast shadows. The performance is a solitary female kung fu routine inside a vast ancient temple. The routine starts immediately in action, with no calm stance, no preparation pose and no slow introduction. The movement should feel aggressive, ritualistic, disciplined, physically extreme and spiritually charged. This is not a fight against an enemy. It is a solo performance of force, control, exhaustion, fury and release. Follow story board for choreography direction. Element progression: early sequence: subtle wind, dust and pressure lines responding to movement. middle sequence: stronger air shockwaves, stone fragments, floor cracks and water-like ripples across the temple floor. late sequence: controlled fire trails, heat distortion and energy spirals around explosive strikes and kicks. climax: wind, dust, stone, water ripple and fire accents combine into a stronger elemental vortex. final beat: the performer is airborne above the temple floor in a powerful kung fu strike, body twisted mid-air, hair and fabric flaring outward, with all elements converging around her before impact. Elemental VFX must feel spiritual, ritualistic and cinematic. The effects should be integrated with the choreography and motivated by physical movement. Keep the energy raw, elemental, atmospheric and grounded in the temple environment. Use Laban movement logic throughout: weight: strong, heavy, grounded during impacts, with brief lightness during jumps and aerial twists time: quick during strikes, kicks, drops and turns, sustained during suspended holds and recovery transitions space: direct during attacks, blocks and lunges, indirect during spinning turns and elemental vortex moments flow: bound during rooted stances and precise strikes, free during aerial motion, spinning fabric movement and elemental releaseSee less

Ciri

77,152 просмотров • 29 дней назад

Sure, but the idea of simplifying the appearance of Fortnite, the locker and the shop are all going in the exact opposite direction of simplicity. Equipping cosmetics takes double, if not triple the clicks. The UI is impractical and janky, not to mention the introduction of buttons and drop-down menus that were far easier to access previously. Selecting a skin to rotate it, preview it or even spin it around now requires clicking on it, which then applies it to your loadout. Previously this needed a confirm button so you could preview and choose skins, backblings etc without loosing your currently equipped on if you want to go back. Wraps are not included as part of a character's preset despite being completely relevant to the skin worn. Changing emotes, lobby tracks, and all cosmetics now means you have to back out and change tabs, something that could have previously been done on 1 page. The sectioned tabs make sense with new types like LEGO Kits, Cars, Instruments but there's no need to separate Character from Wraps, Emotes or Lobby. Archiving or Favoriting items can no longer be done in batches or quickly. Previously all you had to do was click once per cosmetic on the button but now you have to enter a drop down and select it for every individual item. Applying wraps to all slots now requires a drop down menu rather than simply clicking the button at the bottom. Swinging a pickaxe or redeploying a glider is near impossible to do and feels like more of a chore to actually accomplish with the drop-down menu. It overlays onto other items meaning as soon as it's clicked the menu vanishes and switches to another cosmetic before the animation can even begin. Cosmetics in the locker can be searched by seasons using "S1-17" but after S18+ they no longer filter. Entering the drop-down menu or right-clicking anything in the locker accidentally immediately takes you all the way back to your currently equipped item when exiting. The filter menu requires an "apply" button to be pressed rather than simply closing and applying when selecting one of the filters, taking longer and more clicks to simply find your recent items or remove a filter. The filter menu was also better as a side panel so you don't have to move your cursor to the center of the screen and back every single time. As a side panel it also allowed for more options to be displayed, whereas the current one requires a huge scroll bar to simply filter by favorite. The presets menu scroll wheel also zooms the skins in and out as you scroll up and down the list. Because of the randomize preset button, the list compared to when saving a preset is all moved up by 1, becoming disorientating to where the preset was in relation to the rows. The shop no longer displays item descriptions or set names on cosmetics - now requiring a click on each individual item when there is adequate space to do so. The new shop and locker appearance can be accustomed to, however, it NEEDS the basic functionality and user-friendly UI elements that the previous ones had. Simple buttons at the bottom to favorite, swing, redeploy and equip. Less tabs to switch between, less clicks required to complete simple tasks and less feeling like there's a battle against the UI itself just to equip the cosmetics you paid for. We appreciate the moves the renew the locker and shop, but in terms of functionality and user interaction, there is nothing we want more than the old one back or the old one's elements merged into the new appearance. Thank you.

FNAssist

178,290 просмотров • 2 лет назад