All tags
Topic: "character-consistency"
Sora 2: new video+audio model and OpenAI's first Social Network
sora-2 claude-4.5-sonnet gpt-5-high openai anthropic video-generation character-consistency social-networks agentic-ai token-efficiency benchmarking model-performance context-management coding math sama
Sora 2 released with improvements on physical world video modeling and a new "character consistency" feature allowing real-world element injection from a single video. The model powers a new Sora social network app with profiles, DMs, and viral videos, emphasizing user control over likeness use. OpenAI employees are actively experimenting with the model. Meanwhile, Anthropic launched Claude 4.5 Sonnet with enhanced intelligence, token efficiency, and agentic tool use, outperforming some competitors and closely tracking GPT-5-high on benchmarks. Ecosystem support includes LangSmith integration and strong coding/math benchmark results.
nano-banana is Gemini‑2.5‑Flash‑Image, beating Flux Kontext by 170 Elo with SOTA Consistency, Editing, and Multi-Image Fusion
gemini-2.5-flash-image-preview hermes-4 nemotron-nano-9b-v2 internvl3.5 gpt-oss qwen3 deepseek-v3.1 google-deepmind nous-research nvidia openai ollama huggingface openrouter image-editing natural-language-processing multi-image-composition character-consistency reasoning hybrid-models context-windows model-steerability pretraining finetuning alignment vision vision-language api model-integration sundarpichai _philschmid lmarena_ai omarsar0 skirano yupp_ai xanderatallah officiallogank mervenoyann
Google DeepMind revealed Gemini-2.5-Flash-Image-Preview, a state-of-the-art image editing model excelling in character consistency, natural-language edits, and multi-image composition, dominating the Image Edit Arena with a ~170-180 Elo lead and over 2.5M votes. It is integrated into multiple platforms including Google AI Studio and third-party services. Nous Research released Hermes 4, an open-weight hybrid reasoning model focused on steerability and STEM benchmarks. NVIDIA launched Nemotron Nano 9B V2, a hybrid Mamba-Transformer with 128k context, top-performing under 10B parameters, and released a 6.6T-token pretraining subset. InternVL3.5 introduced 32 vision-language models based on OpenAI's gpt-oss and Qwen3 backbones. Ollama v0.11.7 added DeepSeek v3.1 support with hybrid thinking and Turbo mode preview.