QQuinninmict-engineering-notes.hashnode.dev路2d ago 路 9 min readA Repeatable Way to Compare AI Video Models Without Cherry-PickingComparing AI video models is surprisingly easy to do badly. Generate one impressive clip with Model A, one broken clip with Model B, and the conclusion writes itself. But the comparison says more abou00
SGSunny Guptainicodestartups.com路5d ago 路 7 min readSeven Models in Seven Days: How to Pick Without WhiplashBetween July 17 and July 23, the AI world shipped seven notable models in seven days. Kimi K3 with a trillion parameters. Three separate Qwen drops. Google's Gemini 3.6 Flash family. poolside's open-w21N
MSManu Shuklainecorpit.hashnode.dev路5d ago 路 13 min read4 metrics that beat benchmarks: the enterprise AI model scorecard (2026)4 metrics that beat benchmarks: the enterprise AI model scorecard (2026) Summary. In 2026 the benchmark scoreboard stopped telling you which model to ship. MMLU has saturated above 90%, frontier model00
VvectronodeAPIinvectronode.hashnode.dev路Jul 23 路 1 min readHow to Test LLM Compatibility Before Switching ModelsTwo endpoints can accept the same request fields and still behave differently inside a production workflow. Transport compatibility is only the start An OpenAI-compatible request format can reduce int00
LWLearn with HJinblog.hardeepjethwani.com路Jul 11 路 6 min readSynthetic Data: Training AI With Data AI Helped Create馃殌 Synthetic Data: Training AI With Data AI Helped Create 馃憢 Welcome to Day 68 of 90 Days of AI. 馃幆 Today we are tackling Synthetic Data: Training AI With Data AI Helped Create. The mission is simple00
TRThe rightmodeler teaminrightmodeler.hashnode.dev路Jul 10 路 3 min readThe most expensive model in your agent might be doing the cheapest workAuthor: The rightmodeler team Imagine opening the graph for an agent you shipped six months ago. Every node uses the same frontier model. That does not mean the team was careless. It usually means the00
TRThe rightmodeler teaminrightmodeler.hashnode.dev路Jul 10 路 3 min readWhy we built a model downgrade report before building a routerAuthor: The rightmodeler team The first version of our model cost tool does not route a single production request. At first, that can sound backwards. If the problem is expensive model calls, why not 00
RRishikantinrishiii2.hashnode.dev路Jun 28 路 7 min readThe ML Engineer's Playbook: Model Evaluation, Bias/Variance, and Strategic OptimizationUp to this point in our series, we have focused entirely on building and training models. We successfully coded Linear Regression, Logistic Regression, and Deep Neural Networks. But in the real world,00
HHemaNinhema-sdet.hashnode.dev路Apr 30 路 3 min readWhy One Metric Is Never Enough to Evaluate Generative AIAs I continue documenting my daily learning, today I focused on model evaluation for Generative AI, specifically understanding ROUGE, BLEU and BERT Score. These metrics are commonly used to evaluate t00
VUVishal Uttam Maneinvishal-uttam-mane-dataset.hashnode.dev路Apr 30 路 5 min readHandling Imbalanced DatasetsIn real-world machine learning applications, perfectly balanced datasets are more the exception than the rule. Whether in fraud detection, medical diagnosis, anomaly detection, or cybersecurity, the n00
