Amazon Mechanical Turk not shutting down — viral July 30 claim was misattributed from Amazon Kendra
A viral July 30, 2026 MTurk shutdown claim was a misattribution, the date belongs to Kendra “After careful consideration, we have made the decision to put Amazon Kendra into Maintenance Mode, effective June 30, 2026. … as of July 30, 2026, the service will stop accepting new customers. … During Maintenance Mode, the service remains […]
Baidu Unlimited OCR: Reference Sliding Window Attention enables single‑pass multi‑page reading
Baidu’s Unlimited OCR: read dozens of scanned pages in one inference pass by bounding the decoder’s memory Baidu’s Unlimited OCR lets a single model read many scanned pages in one inference pass. It caps the decoder’s output‑history cache at 128 tokens while keeping visual encodings global. The authors say this preserves accuracy and keeps memory […]
AI-generated Meta $750–$900 by Dec 2026: What executives must check
AI-generated scenario suggests Meta could hit $750, $900 by Dec 2026, here’s what to check A ChatGPT-style model produced a projection putting Meta Platforms between $750 and $900 by December 2026. The headline that circulated attached Sam Altman’s name to the prediction, but the provenance is ambiguous. What we have instead is an AI-style scenario […]
PDF-to-JSON in 2026: How to Choose Open-Source Schema Extraction or Document Parsing
Structured PDF-to-JSON: A practical guide to open-source extraction in 2026 Your contracts, invoices and research notes live in PDFs and slide decks. The engineering choice that will make or break a project isn’t “which model?” so much as “which problem are we solving?” Two different technical needs sit under the shorthand “PDF to JSON, ” […]
IREN $700M RSU Grant and AI Pivot: Governance Questions Boards and Investors Must Ask
A $700M RSU headline, an AI pivot, and the governance questions boards and investors actually need to ask IREN’s board approved a long‑term equity package that the market distilled into a roughly $700 million headline figure, and the reaction was immediate: shares closed down about 10% on July 2, 2025 (TradingView). Underneath that headline are […]
AgentCore Harness (Amazon Bedrock): Go from Idea to Production-Grade AI Agents in Minutes
AgentCore harness: move from idea to production-grade AI agents in minutes TL;DR: AgentCore harness (Amazon Bedrock) turns the repeated plumbing of production AI agents—memory, tooling, identity, isolation, and observability—into a configuration-driven runtime. With two API calls (CreateHarness and InvokeHarness) you can prototype, evaluate, version, and roll out LLM agents much faster while retaining control over […]
Crosby: AI-First Law Firm Uses Persona-Driven Agents to Multiply Lawyer Judgment, Automate Contracts
The Crosby Story — How an AI‑First Law Firm Is Multiplying Lawyer Judgment TL;DR: Crosby is rebuilding a law firm around AI agents to deliver faster, fixed‑fee contract work while preserving senior lawyers’ judgment through persona‑driven automation and continuous R&D. Why the old law‑firm model was primed for disruption Traditional law firms run on a […]
LifeSciBench: AI agents and LLMs help lab communication but fail artifact-heavy exact-output tasks
LifeSciBench: A Reality Check for AI Agents in the Life Sciences TL;DR — LifeSciBench shows that current LLMs can help lab communication and structured translation, but they still fail critical artifact‑heavy and exact‑output tasks, so don’t trust them as standalone lab decision agents yet. What LifeSciBench is and why it matters LifeSciBench is a 750‑task, […]
Why facial age‑estimation AI fails at UK borders — bias, errors and human cost
Facial Age‑Estimation at UK Borders: Why the AI Fails Where It Matters Most TL;DR — Key takeaways What’s happening? The UK Home Office plans to use facial age‑estimation (FAE) AI at the border to help decide whether asylum seekers are children or adults. Why this matters Internal testing and independent benchmarks show large average errors […]
Anthropic, SK Telecom Fallout: Mythos/Fable 5 Shutdown Signals New AI Export Controls
Anthropic, SK Telecom and the New Era of AI Export Controls A White House directive to cut foreign access to Anthropic’s top models — Claude Mythos and Fable 5 — set off a chain reaction that shows how national security, corporate relationships and technical flaws now collide around high‑end AI. For telecoms, vendors and C‑suite […]