Snapshot of Hugging Face's trending models and API updates; explains 32K-length document parsing; includes a 120-page annual report migration test.
Article list
A bounded reading of the reported 42/42 result, the first-model claim, and a reproducible six-problem evaluation protocol.
Verifies dots.note-3.0's 42/42 IMO result, clarifies the first-model claim, identifies gaps in public reproducibility, and proposes a six-problem dual...
Plain-English comparison of Qwen3.6, search-integrated Qwen3.7, and previewed Qwen3.8-Max—covering coding, long-context tasks, cost, controllability, ...
AI aggregation tools aren't all-in-one models—they unify AI news, open-source projects, model catalogs, and product discovery into actionable workflow...
A buyer-focused reading of China's 400-plus product count and 100,000-unit production forecast, separated from delivery and deployment.
What the reported filing batch says about Apple, Samsung, and Chinese phone makers, and what buyers must still test on-device.
A post-event scorecard that separates exhibits and launches from planned investment, procurement intent, and credit support.
A verified engineering snapshot of the stable API model, token limits, pricing tiers, tool boundaries, and GitHub Copilot rollout.
Recap WAIC 2026's official post-event figures: 4,486 exhibits, 127 world premieres, ¥40.9 billion in signed agreements (investment intent), and ¥20.36...
Check the stable model ID, per-million-token pricing, context window, tool-use capabilities, and GitHub Copilot availability for Gemini 3.6 Flash—incl...
A maturity-based review of WAIC 2026 models, agents, robots, domestic compute, industrial AI and energy-carbon systems with on-site evidence.
URKL rules, T800 evidence, control-method limits and the balance, recovery, endurance and safety data a robot fight can reveal.
How MiniMax's placement, convertible bonds, employee incentives and open-source fund affect ownership, financing and execution risk.
Updated July 28, 2026: Kimi K3 full weights are now on Hugging Face, with deployment checks added to the 1M-context and API-cost guide.
What Qwen3.8-Max can and cannot be verified to do, where to access the preview, and which API, benchmark and open-weight details are still missing.
Explore five key AI product directions—local models, task-oriented agents, context-aware voice input, AI hardware, and industry-specific assistants—wi...
Compare data coverage, search methods, and citation capabilities of Perplexity, NotebookLM, ChatGPT Deep Research, and open-source research tools.
Compare AI agent memory tools—including Letta, Mem0, Zep, Graphiti, and LangGraph—by architecture, deployment, storage options, and ideal use cases.
What Changed in AI Coding Workflows in 2026: 7 Updates Across Codex, Claude Code, Windsurf, and TRAE
Compare project rules, permissions, tools, cloud tasks, and real-repo workflows across Codex, Claude Code, Windsurf, and TRAE.
Compare lightweight, locally-runnable AI models—including Qwen, Gemma, and Bonsai—by size, RAM requirements, compatible runtimes, and license terms.
Current Qwen API models, regional token prices, promotional rates, access requirements, and calculated costs for a 100K-input and 10K-output workload.
Current MiniMax M3 and M2.7 API prices, 1M context limits, 512K pricing tiers, and a reproducible long-document retrieval evaluation.
Current GLM API prices and Coding Plan quotas, plus a bounded repository test for evaluating coding quality, cost, permissions, and rollback.
A current private-beta protocol guide to Cloudflare Pay Per Crawl controls, payment headers, Web Bot Auth, settlement, and test evidence.