AI
AI research, models, and local-AI practice for developers.
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Ollama adds Phonon speech generation: five languages and streaming audio
Ollama adds Gradium’s Phonon with five languages, dozens of voices and streaming speech, reporting over 100 times real-time speed on Apple Silicon.
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NVIDIA Publishes Rewriting Apache Spark UDFs with AI Agents
NVIDIA’s guide addresses rewriting Apache Spark UDFs with AI agents for GPU acceleration. Here is the scope supported by the available claim.
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DeepSeek V4 Pro 0813: Reported Evaluation Gains and the Limits of the Claude Cost Comparison
DeepSeek V4 Pro 0813’s reported scores approach Claude Fable 5 on two benchmarks, but our 1,646 Claude-related runs cannot establish replacement costs.
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Atlassian and OpenAI Expand Partnership to Connect Frontier Models with Enterprise Knowledge
Atlassian and OpenAI are expanding their partnership to connect frontier models with enterprise knowledge and help teams plan, build, and deliver work.
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NVIDIA’s VSS Blueprint 3.3 Targets the Cost of Visual AI Agents — and Names Deployment, Not Capability, as the Hard Part
NVIDIA has published a developer blog post titled “Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3” (evidence: NVIDIA’s own developer blog, the announcement post; vendor-attested, not independently corroborated).
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Nemotron Fine-Tuning Examples: AI Workbench, Kaggle Reasoning, and Persian Speech
Explore three Nemotron fine-tuning projects covering an AI Workbench example, LoRA for Kaggle reasoning, and streaming Persian speech recognition.
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GPT-6 with Intelligent UI: OpenAI’s Speed Claim and What 119 Operator Runs Assess
OpenAI describes GPT-6 with Intelligent UI as faster. Our 119 Codex CLI runs provide timing and failure context, but do not measure ChatGPT response speed.
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NVIDIA Names Three Requirements for Local AI, Then Answers Them in C++ on TensorRT RTX
NVIDIA published an article on its developer blog titled “Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples,” presenting sample code for building local AI applications in C++ using NVIDIA TensorRT RTX (NVIDIA…
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PyTorch Publishes a Ray-Focused Guide to Its 2026 North America Conference
PyTorch’s Ray-focused guide accompanies its 2026 North America conference in San Jose, bringing together the open source AI community.
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Together Link’s GLM-5.3 savings claims meet the limits of our 1,646-run record
Together Link claims lower spending with GLM-5.3. Our 1,646 Claude-related runs show operational context, but cannot verify those savings.