Tinker API
PulseAugur coverage of Tinker API — every cluster mentioning Tinker API across labs, papers, and developer communities, ranked by signal.
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Open-source tool optimizes AI models for lower cost and higher efficiency
Experiential Labs has released an open-source tool called World Model Optimizer (wmo) designed to reduce the cost of serving AI models. The tool optimizes agent traces to create smaller, more efficient models, and can r…
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Mira Murati's Inkling model self-fine-tunes on launch day, tops US open-weight charts
Mira Murati's Thinking Machines Lab has released Inkling, a 975B-parameter model that demonstrated self-fine-tuning capabilities on its launch day. The model successfully trained itself to become a lipogram model, avoid…
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AI agents finetune leader with minimal ambition and data
In an experiment exploring AI values, agents including GPT-5.5, Opus 4.7, and Gemini 3.5 Flash were tasked with finetuning a leader AI. The agents initially struggled, with GPT-5.5 defining leadership as a simple delega…
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Finetuning LLMs risks verbatim recall of copyrighted books; Liquid AI releases edge-deployable 24B MoE model
A new research paper and accompanying code repository reveal that fine-tuning large language models can inadvertently lead to verbatim recall of copyrighted material. The study, titled "Alignment Whack-a-Mole," demonstr…