baidu/Unlimited-OCR Colab Quickstart: layout-aware OCR, tiled vs global modes

Quick start, three steps to run the Colab demo Open a Google Colab runtime and enable a GPU (if you see “No GPU detected! In Colab: Runtime -> Change runtime type -> GPU.”, switch the runtime). Install the notebook dependencies with a single pip cell: pip install transformers==4.57.1 Pillow matplotlib einops addict easydict pymupdf psutil […]

Highcharts in Amazon QuickSight: Reconcile Data Residency While Delivering Unified Dashboards

Reconciling data residency and unified dashboards: Highcharts + Amazon QuickSight Business teams want a single view of carrier performance across the UK and the US. Regulators often insist raw telemetry stay inside national borders. That tension, one dashboard, many jurisdictions, is exactly where embedding Highcharts visuals into Amazon QuickSight can give teams the expressiveness they […]

Verifiable Model Identity: How Cryptographic Attestations Make AI Outputs Auditable

You call the API. You pass model: “claude-fable-5”. You get back a completion, a token count, and a field that reads “model”: “claude-opus-4-8”. That one-sentence mismatch stands for a practical problem: in multi-tenant hosted runtimes the human-readable model name you send increasingly acts as a label, not a cryptographic proof of the exact artifact that […]

ServiceNow Invests in BusinessNext to Bring AI Agents and Enterprise Workflow to Banks

ServiceNow bets $40 million on Indian banking software specialist to expand its financial services push ServiceNow’s reported $40 million minority investment in BusinessNext (formerly CRMNext) is a clear play: pair a vertical, AI-focused banking front end with a global enterprise workflow platform. The move gives ServiceNow a quicker route into regulated financial services and gives […]

EdgeBench’s log-sigmoid fit (R² = 0.998) across ~38,000 agent-hours needs scrutiny

EdgeBench claims a near‑perfect log‑sigmoid fit (R² = 0.998) across roughly 38, 000 agent‑hours, and that needs scrutiny The EdgeBench project (ByteDance‑Seed) reports that agent performance as a function of interaction time follows a log‑sigmoid curve with R² = 0.998 based on ≈38, 000 agent‑hours. That claim appears in the EdgeBench README and the project […]