More reference control. Fewer denoising steps. More places to run H3. The latest community contributions span 8-step reference-conditioned video + audio, 4-step distillation, sparse attention, and reference-token compression - alongside serving and workflow integrations across GPU servers, TPUs, and Apple Silicon. What matters is what this enables: more affordable experimentation, finer creative control, and more choices about where and how video generation runs. Open models become more useful when the community can improve the methods, adapt the runtime, and build workflows around them. Credit to @haoailab @yisun0618 @lanfeng491270 @guocheng_qian @Alissonerdx @ddalcu @tazmannner @HaochengXiUCB @huggingface @Jhuaplin, and the PTD, DMAD, SparkH3, TorchTPU and FlashML teams - including Zhengming Yu and zechengtang on GitHub. 11 additions to the H3 ecosystem index. Thank you to everyone building, testing, and sharing. github.com/MiniMax-AI/awesom…

Вайб-кодинг игр — умер (почти) Claude и ChatGPT запретили копировать приложения и игры, заниматься реверс-инжинирингом. Теперь ИИ будет блокировать вайб-кодеров, которые пытаются создать бесплатные аналоги Photoshop или порты Demon's Souls Remake на ПК. Конечно, вайб-кодинг игр, порты консольных игр на ПК, взлом PS5 и другое это не остановит, но заметно затормозит. Поигрались и хватит 🙄

REGIS got another update based on real game adaptation runs: • Web/mobile asset delivery: separate extraction from what players actually download. Measure requests, transfer size, decode memory and loading stalls; choose atlases or indexed packs, load content on demand, and verify caching. • Better combat balancing: test how sweeps, chains, explosions and damage-over-time scale against crowds—and how changes affect kills, XP and purchasing power. • Clearer movement rules: define which attacks work while moving, verify visible animation, and test ranged enemies’ close-range behavior. • Stronger progression and inventory: handle capped upgrades, clarify ability capacity, and include conservative autosell income in earned-run tests. • More useful UI checks: verify native panel proportions, comparisons, minimap markers and readable controls across screens. Small content scope should still mean a complete experience. Picking five spells instead of fifty shouldn’t mean accepting missing effects, broken navigation or unfinished progression.

REGIS got another update based on real game adaptation runs: • Web/mobile asset delivery: separate extraction from what players actually download. Measure requests, transfer size, decode memory and loading stalls; choose atlases or indexed packs, load content on demand, and verify caching. • Better combat balancing: test how sweeps, chains, explosions and damage-over-time scale against crowds—and how changes affect kills, XP and purchasing power. • Clearer movement rules: define which attacks work while moving, verify visible animation, and test ranged enemies’ close-range behavior. • Stronger progression and inventory: handle capped upgrades, clarify ability capacity, and include conservative autosell income in earned-run tests. • More useful UI checks: verify native panel proportions, comparisons, minimap markers and readable controls across screens. Small content scope should still mean a complete experience. Picking five spells instead of fifty shouldn’t mean accepting missing effects, broken navigation or unfinished progression.

REGIS: Reverse Engineer Games Into Survivors Behold, here's the skill used to make the Allods Survivors, and also the Ultima Online and Fallout2 ports. github.com/Sxela/regis Just install the skill for your preferred chatbot harness, point it to the downloaded game files, paste the template prompt, and it will make a vampire survivors-inspired gameplay @OpenAI codex, @claudeai code, and others are supported End to end, with playtest, balancing, and a promo video (with ai generated cutscenes if you have local @MiniMax_AI via @ComfyUI ) - Source discovery - build from the game's identity, with evidence for each mapping. - Complete depth at any content scope - fewer maps or spells still make a complete game. - Distinct classes and useful builds - give every run meaningful decisions. - Complete asset lifecycles - reproduce more than icons and walking sprites. - Native UI and worn equipment - preserve the screens and silhouettes players recognize. - Practical item handling - compare, equip and clear inferior loot without losing tradeoffs. - One source-supported companion - bring a useful ally and their personality into the run. - Desktop and mobile controls - choose inputs for the player and test them in the real game. - Playtests that catch regressions - measure navigation, performance and earned progression. - Gameplay-led promos - show real features and verify the exported result. - Reproducible delivery - prove the player's setup works beyond the development checkout. - Portable harness installation - carry the same workflow into your chosen agent. example of its results: allods.sxe.la Bookmark for new updates, reply which your childhood games you'd like to see reanimated into survivors mode! github.com/Sxela/regis

Path of Exile 2 first-person gameplay. Soulslike fans, are you satisfied? vk.ru/pathofexile2news #pathofexile #pathofexile2 #poe #poe2 #games #arpg

ui update :D

Felt bored and built Crimsonland in the world of @allods Loot, a shop, waves of enemies, level-ups, and an absolutely cursed cringe UI included. The trailer was also made by ChatGPT, so send your complaints to @OpenAI Electron builds for Windows and Linux are available, along with the source code. You can also run it in your browser using nodejs. Used d2survivor as a reference and the Reverse Engineer Anything skill - github.com/morluto/rea Assets are from here - allods2.eu/ P.S. Ultima Online is next 😎 github - drop a star ⭐ - github.com/Sxela/allods-surv… Downloads - Windows & Linux - github.com/Sxela/allods-surv…

Ok, time for some good news for the local AI gang. We've just shipped a desktop version of Mago Studio that runs on your own GPU. Give it an idea or a script and it makes the film. Rendering on your machine is free. Link below. Open-source coming soon, as usual, so like and bookmark to not miss the link 😎

Higgsfield promised to open-source their entire platform. They didn’t. Let's help them. For the next two weeks, Comfy and our partners are putting up $25,000 in prizes for the best open-source builds on the Comfy Developer Platform. Partners: @NVIDIAAI, @runpod, @MiniMax_AI, @ltx_io, @bfl_ai → $10K grand prize → RTX 5090: Most Innovative → RTX 5090: Most Viral → RTX 5090: Open Weights Only → 10 runners-up: $250 in Comfy credits