Fresh stories
MiniMax H3 benchmarks local runs on RTX 3060 to 5090 GPUs
Reddit tests show MiniMax H3 running locally on GPUs from RTX 3060 to 5090. A 3060 reportedly takes about an hour for 10 seconds, while a 5090 makes 15 seconds in 84 seconds, with users also reporting motion and reference-video failures.
Anthropic engineer claims Claude Code defaults can hit 0% prompt-injection success
Benjamin Cherny said Anthropic trains Claude against prompt injection and that Claude Code’s model, probe, and auto-mode layers can reach 0% attack success in next week’s defaults. The claim comes from an Anthropic engineer rather than an independent benchmark.
Seedance 2.5 guide drives 30-second prompt workflows
Creators are using ByteDance’s Seedance 2.5 prompt guide as a repeatable recipe for longer, reference-heavy shots. Posts cite about 80% success suppressing unwanted music, while 30-second templates spread.
MiniMax H3 benchmarks local runs on RTX 3060 to 5090 GPUs
Reddit tests show MiniMax H3 running locally on GPUs from RTX 3060 to 5090. A 3060 reportedly takes about an hour for 10 seconds, while a 5090 makes 15 seconds in 84 seconds, with users also reporting motion and reference-video failures.
Alibaba releases Qwen3.8-Max with 2.4T MoE and 1M context
Alibaba released Qwen3.8-Max, described in a launch thread as a 2.4T sparse MoE with 95B active parameters, 1M context, native vision/text, and agent benchmarks. API pricing is listed at $2/$6 per 1M tokens, with open weights planned for Hugging Face.
Anthropic engineer claims Claude Code defaults can hit 0% prompt-injection success
Benjamin Cherny said Anthropic trains Claude against prompt injection and that Claude Code’s model, probe, and auto-mode layers can reach 0% attack success in next week’s defaults. The claim comes from an Anthropic engineer rather than an independent benchmark.
Seedance 2.5 rolls out across creator platforms with 30-second generation
Posts from Newtake, Lovart, Photo AI, Dreamina, Magnific, and Stages AI show Seedance 2.5 landing or nearing launch across video tools. Evidence includes 30-second generation, 3-minute extension, reference assets, 720p plans, and 4K upscaling add-ons.
Anthropic staff investigate Claude Code P99 RSS, CPU, and memory complaints
Seedance 2.5 guide supports repeatable reference workflows across Dreamina and PolloAI
X creators report Original Content Rewards tracker updates again
Seedance 2.5 guide drives 30-second prompt workflows
Top storiesthis week
Hedra Agent 2 builds a 30-second video pipeline from one prompt
A creator demo shows Hedra Agent 2 turning an AI-restaurant idea into research, brief, script, characters, environments, and a final 30-second video inside one Space. The workflow reduces tool-hopping.
Claude Code makes Auto Mode default for paid users on Aug. 14
Anthropic says Claude Code Pro, Max, and Team users will default to Auto Mode on Aug. 14. Its tool-call classifier reportedly caught 89% of dangerous commands, versus 14% for manual approval, after prompt-injection testing.
Designers share glassy brand-asset prompt systems
Designers posted reusable prompt systems for jelly, frozen-glass, and collectible badge treatments that turn brand marks into product-ready assets. The evidence includes variable-driven prompts, image-editing tips, and examples for posters, icons, and campaign visuals.
Meng To opens Kage Three.js landing page repo with 922 KB build
Meng To released the Kage landing page repo and reusable Three.js skills after building the 3D scrolling site with Claude Code, Opus 5, and image tools. He cites a 922 KB build and mobile fixes.
X adds Original Content Rewards screen to Creator Studio
Creators report a new Creator Studio rewards screen, emails, and eligibility stats for X’s Original Content Rewards. Reported targets vary from 250K verified home-timeline impressions to 500K impressions, with Sept. 8 applications and reply exclusions.
Workflows you can try today
MiniMax H3
9th AugustMiniMax H3 benchmarks local runs on RTX 3060 to 5090 GPUs
Reddit tests show MiniMax H3 running locally on GPUs from RTX 3060 to 5090. A 3060 reportedly takes about an hour for 10 seconds, while a 5090 makes 15 seconds in 84 seconds, with users also reporting motion and reference-video failures.
Seedance
9th AugustSeedance 2.5 guide supports repeatable reference workflows across Dreamina and PolloAI
Posts apply ByteDance’s Seedance 2.5 guide to Dreamina, PolloAI, Pika, Midjourney, and Claude Skill workflows. Examples use character frames, audio references, motion prompts, and one 30-second text-to-video prompt.
AI Tool
8th AugustHedra Agent 2 builds a 30-second video pipeline from one prompt
A creator demo shows Hedra Agent 2 turning an AI-restaurant idea into research, brief, script, characters, environments, and a final 30-second video inside one Space. The workflow reduces tool-hopping.
Seedance
7th AugustSeedance 2.5 supports 30-second shot-by-shot workflow tests
Creator tests show Seedance 2.5 can hold longer directed clips when prompts are built as timelines instead of single scenes. Examples include 30-second scenes, 50-reference libraries, depth-video motion transfer, Blender blocking, and lens-controlled shots.
Prompt of the day
Seedance 2.5 guide drives 30-second prompt workflows
Creators are using ByteDance’s Seedance 2.5 prompt guide as a repeatable recipe for longer, reference-heavy shots. Posts cite about 80% success suppressing unwanted music, while 30-second templates spread.
Designers share glassy brand-asset prompt systems
Designers posted reusable prompt systems for jelly, frozen-glass, and collectible badge treatments that turn brand marks into product-ready assets. The evidence includes variable-driven prompts, image-editing tips, and examples for posters, icons, and campaign visuals.