Hello yellow fellow developers!! I'm Puneet, a 15-year-old full-stack developer. On my recent project named Crowdwide, I released its v2. After that, I haven't posted anything publicly because I was busy with some of my stuff. So, Crowdwide is a social…
How SWE-Bench Pro V2 is scored · Scale AI source Measure models on real work See how open, closed, and specialized models perform on domain-specific tasks drawn from production workloads. Evaluate models against the tasks, constraints, and quality standards that define acceptable…
Root-cause analysis on live incidents, narrowing traces, logs, and metrics to the failing change. How ORCA Benchmark is scored · Traversal source Measure models on real work See how open, closed, and specialized models perform on domain-specific tasks drawn from production…
Ninety-seven revenue cycle management scenarios across six workflows: claim submission, encounter billing, patient billing, insurance updates, eligibility checks, and RCM knowledge. Checks cover required and forbidden tool calls, arguments, response content, and resulting system state. Each workflow counts equally toward…
Eleven models generate finished decks from 200 real production tasks in the Genspark Slides agent harness. Genspark's internal grader reports an aggregate score plus a quality composite, task completion, content quality, visual design, process quality, a layout-defect penalty, the Tier A…
How Short Form Bench is scored · Naïve source Measure models on real work See how open, closed, and specialized models perform on domain-specific tasks drawn from production workloads. Evaluate models against the tasks, constraints, and quality standards that define acceptable…
Stop building dashboards that look impressive but leave your team asking, “So, what should we do next?” Imagine you're running marketing for an e-commerce brand. It's Monday morning. Your manager asks five questions: You open your marketing dashboard. There are…
This page contains all the data, insights, and trends you’ll need to help you understand how people in Egypt use digital devices, online platforms, and connected services in 2027. You’ll also find the complete Digital 2027 report for Egypt in the “full…
This page contains all the data, insights, and trends you’ll need to help you understand how people in the Isle of Man use digital devices, online platforms, and connected services in 2027. You’ll also find the complete Digital 2027 report for the…
DeepSeek V4.1 Flash 1017 Nemotron 3.5 Super VL Hy4 is an open-weight model from Tencent, released November 4, 2026. It ranks #13 of 33 models on the Vals Index with 59.35%. Its best result is #15 of 81 on Tax Agent Bench. Release Date: Nov 4, 2026 59.35 % ± 1.08 Cost / Test (Vals Index) 51 min 31 s…
Explainers, analysis, benchmarks, and thoughtful takes on where software is going.
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