Latest AI News
Latest AI news, analysis, guides, reviews, and practical research from Kingy AI—covering launches, tools, models, policy, safety, infrastructure, and business.
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Independent Open-Source Coding Agent Field Guide
A source-audited guide to OpenCode, Codex CLI, OpenHands, Cline, goose and Qwen Code, with exact product boundaries, local smoke evidence and no fabricated leaderboard.
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Is an Open-Source AI Ban Coming? The Real Risk Is Narrower—and More Plausible
No blanket open-source AI ban is imminent. The real risk is a capability-triggered restriction on frontier weights, with Chinese services targeted first.
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OpenCode + Local LLMs: Build, Test, and Safely Operate a Local AI Coding Agent
A tested OpenCode 1 and Ollama guide covering local-model setup, hardware, permissions, privacy verification, failure modes and local-versus-cloud benchmarking.
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How Harvey Turned Kimi K3 Into Tenet—and Rewrote the Case for Open-Weight AI
Harvey turned Kimi K3 into Tenet with legal environments, expert data and reinforcement learning. The results—and caveats—reshape the open-weight debate.
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Ox Alpha Was GLM-5.3-Flash: Tests, API, Pricing, Weights and Hardware
Z.ai confirmed Ox Alpha was GLM-5.3-Flash. See matched GLM-5.3 versus Flash API results, model IDs, pricing, benchmarks, weights and hardware.
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Coding-Agent Prompt-Injection Benchmarks: A Practical Crosswalk
Seven prompt-injection benchmarks measure different targets. This crosswalk shows which scores can—and cannot—be compared.
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RunPod SSH Not Working? What Eight GPU Launches Showed
Eight bounded GPU launches never reached a verified SSH endpoint. Here are the exact readiness gates, sanitized evidence and safer workflow.
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Qwen3.8 Max Hardware Requirements: Why 128GB Isn’t Close
Qwen3.8 Max needs 397GB even at its smallest current quant. The official FP8 weights need a cluster; here are the exact sizes and GPU…
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Codex Users Say Their Weekly Allowance Is Vanishing. The Evidence Points to Real Problems—Not a Proven Blanket Cut
Codex users report unexpectedly fast quota depletion. We audited OpenAI records, community trackers, bug reports and local usage metadata to test whether limits were…
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AI Inference Provider RFP: The Enterprise Procurement Guide
A practical enterprise RFP for comparing AI inference providers across security, residency, SLAs, capacity, cost, contracts, testing, and exit risk.