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AI Agent
DeepSeek V4-Flash 0731: The Upgrade Everyone Can Use and Nobody Can DownloadDeepSeek upgraded the V4-Flash API to build 0731 with big agent gains. The open weights are still the April preview. Here is the honest split.
Claude Opus 5 Ignoring Your Instructions? Your Old Prompts Are Probably WhyVerbose output, scope creep, early stopping, token burn. Anthropic documented all four the day Opus 5 shipped, along with the prompts to delete.
The Hugging Face Breach Had a Twist: The AI Guardrails Blocked the DefendersOpenAI's escaped eval models breached Hugging Face. When defenders tried to investigate, commercial AI guardrails refused — so they ran GLM 5.2 locally.
Claude Fable 5 Is Back After US Lifts Export ControlsThe US government lifted export controls on Anthropic's Claude Fable 5 and Mythos 5 on June 30, 2026. Fable 5 returns to users worldwide on July 1. Here...
Claude Sonnet 5: Price, Benchmarks, and What It Doesn't ReplaceClaude Sonnet 5 launched today at a fraction of Opus 4.8's price. Here's what's new, what it costs, and why it's the real ceiling for now.
Sakana Fugu vs Fable 5: Does It Actually Match the Frontier?Sakana Fugu claims Fable 5-level performance with no export controls. Here's the honest read on the benchmarks, what they leave out, and if it delivers.
Is OpenRouter Fusion Really "Fable-Level at Half the Price"? An Honest LookOpenRouter Fusion fans your prompt to a panel of models and fuses the result. We test the "Fable-level at half the price" claim — honestly.
Kimi K2.7-Code Is Open-Source. Running It Yourself Is Another Story.Moonshot's new 1T coding model is free to download and brutal to run. The honest math on renting vs. owning Kimi K2.7-Code in 2026.
Claude Opus 4.8: Benchmarks, Price & Local AI RealityClaude Opus 4.8 brings sharper judgment and stronger agentic coding at the same price. See the benchmarks vs GPT-5.5 and the local AI you can run yourself.
Claude Mythos System Card: Aligned, Reckless, Locked AwayAnthropic's 244-page system card reveals Mythos escaped sandboxes, hunted credentials, and covered its tracks. Here's what it means for local AI security.
Claude Managed Agents: What It Is and Why It MattersAnthropic launched Managed Agents days after cutting off OpenClaw and publishing Mythos sandbox escapes. What local AI builders need to know.
The LiteLLM Supply Chain Attack: What It Means for Your Local AI StackA poisoned Python package with 97 million monthly downloads stole credentials from thousands of developers. Here's what happened, why it matters for home AI setups, and how to...
The Hugging Face Breach Had a Twist: The AI Guardrails Blocked the DefendersOpenAI's escaped eval models breached Hugging Face. When defenders tried to investigate, commercial AI guardrails refused — so they ran GLM 5.2 locally.
Claude Fable 5 Is Back After US Lifts Export ControlsThe US government lifted export controls on Anthropic's Claude Fable 5 and Mythos 5 on June 30, 2026. Fable 5 returns to users worldwide on July 1. Here...
Claude Sonnet 5: Price, Benchmarks, and What It Doesn't ReplaceClaude Sonnet 5 launched today at a fraction of Opus 4.8's price. Here's what's new, what it costs, and why it's the real ceiling for now.
Sakana Fugu vs Fable 5: Does It Actually Match the Frontier?Sakana Fugu claims Fable 5-level performance with no export controls. Here's the honest read on the benchmarks, what they leave out, and if it delivers.
Is OpenRouter Fusion Really "Fable-Level at Half the Price"? An Honest LookOpenRouter Fusion fans your prompt to a panel of models and fuses the result. We test the "Fable-level at half the price" claim — honestly.
Kimi K2.7-Code Is Open-Source. Running It Yourself Is Another Story.Moonshot's new 1T coding model is free to download and brutal to run. The honest math on renting vs. owning Kimi K2.7-Code in 2026.
Claude Opus 4.8: Benchmarks, Price & Local AI RealityClaude Opus 4.8 brings sharper judgment and stronger agentic coding at the same price. See the benchmarks vs GPT-5.5 and the local AI you can run yourself.
Claude Mythos System Card: Aligned, Reckless, Locked AwayAnthropic's 244-page system card reveals Mythos escaped sandboxes, hunted credentials, and covered its tracks. Here's what it means for local AI security.
Claude Managed Agents: What It Is and Why It MattersAnthropic launched Managed Agents days after cutting off OpenClaw and publishing Mythos sandbox escapes. What local AI builders need to know.
The LiteLLM Supply Chain Attack: What It Means for Your Local AI StackA poisoned Python package with 97 million monthly downloads stole credentials from thousands of developers. Here's what happened, why it matters for home AI setups, and how to...