ModemGuides · The Blog · Tagged: Local AI
Local AI
GLM-5.3: Weights in Two Weeks, and What Z.ai's Bug Ledger Means for Your NetworkGLM-5.3 is live; open weights land in about two weeks. What Z.ai's 2,436-finding bug ledger means for the software running your network.
DeepSeek V4: Price, Specs, and Why It Is Still a Preview (August 2026)DeepSeek V4-Pro is still a preview, and its price fell 75% since April. Verified status, current API rates, and a dated ledger of what changed.
Qwen3.8's 2.4T Open-Weights Promise: Now With a Date, Still Without a LicenseAlibaba teased a 2.4T open-weight Qwen3.8 three days after Kimi K3. Now there's a date and pricing. The updated ledger of verified vs claimed.
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.
Can You Run Kimi K3 Locally? The 1-Bit GGUF Numbers Are InUnsloth's 1-bit Kimi K3 GGUF is real: roughly 600GB, with a 650GB RAM+VRAM floor. Who clears that bar, what 1-bit costs, and what to run instead.
Are Your Shared Claude Chats Public? How to Check and Revoke ThemShared Claude chats and artifacts appeared in Google results. What actually happened, why it keeps happening, and how to audit and revoke your shares.
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.
Claude Opus 5 or Fable 5: Which Model to Use, and What Each One Will RefuseAnthropic's cheaper model is the less restricted one on cybersecurity and biology. A plain decision guide to Opus 5, Fable 5, Sonnet 5, and Kimi K3.
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.
Can You Run Gemini 3.6 Flash Locally? No — Here's What to Run InsteadGemini 3.6 Flash launched July 21 with no local option. The honest answer, why Google's efficiency pitch favors local AI, and the Gemma 4 path instead.
Is Kimi K3 Free? What You Actually Pay WithEveryone says try Kimi K3 free. We read the privacy policy: training on your content, no documented opt-out, and a storage jurisdiction it never names.
Is Fable 5 Nerfed? What the Benchmark Crash Actually MeasuresOne benchmark says the returned Fable 5 lost 60 points on debugging. The honest read: the gate got tighter, not the brain, and nobody can verify either.
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.
It Was Never About Dario: The Deep History of Government AI ControlPulling Claude offline and gating GPT-5.6 was not a surprise. The 70-year pattern behind AI's permission layer, and the local hedge that beats it.
When the Government Decides Who Gets AI: The GPT-5.6 SignalFor the first time, Washington is gating who can run a frontier AI model. What the GPT-5.6 and Fable 5 moves mean, and the hedge that still works.
When Will Claude Fable 5 Come Back? Predicting the Cost, ID Checks, and Realistic TimelineClaude Fable 5 has been offline since June 12 under a US export-control order. A grounded, probability-weighted read on when it returns, what it will likely cost, and...
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.
The Off-Switch Was Always There. This Week We Saw It Used.The Fable 5 shutdown proved the government can switch off a deployed AI model. The real issue isn't this one decision — it's the missing standard.
Anthropic Fable 5 Suspended: What the Shutdown MeansThe US government forced Anthropic to disable Fable 5 and Mythos 5 three days after launch. Here's what happened and why it matters for anyone renting AI.
Claude Fable 5's First Week: 8 Demos People Have Already BuiltEight things people built with Claude Fable 5 in its first week — from a soccer shot coach to a navigable Yosemite — and the local-first trade-offs.
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 Fable 5's Silent Safeguards: The Backlash, the Reversal, and What It Proves About Cloud AIFable 5 shipped with safeguards that quietly degraded answers on AI-development tasks. Two days later, Anthropic made them visible. Here's what it proves.
Does ChatGPT Have Ads Now? What It Means for Your PrivacyChatGPT now shows ads on Free and Go tiers, targeted by your chat history. What OpenAI collects, how to opt out, and the truly ad-free alternatives.
Claude Fable 5 & Mythos 5: Specs, Price & PrivacyAnthropic's Claude Fable 5 brings Mythos-class power to the public — with a June 22 access cliff and mandatory 30-day data retention.
AI Data Centers: The Local Costs No One Warns You AboutAI data centers are reshaping power grids, water supplies, and how dissent is policed, plus what the buildout costs your community and the part you control.
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.
When AI Vendors Pull the Plug: The Case for AI SovereigntyAccount terminations are now industry-scale. The fix is not picking a better vendor — it is refusing to let any single vendor be a single point of failure.
The AI Layoff Trap: Game Theory, Layoffs & What to DoUPenn and Boston University researchers used game theory to prove AI layoffs are a Prisoner's Dilemma that no company can escape. What the paper actually says, why the...
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.
Claude Mythos Preview: Benchmarks, Zero-Days & Your NetworkAnthropic's Claude Mythos Preview found zero-day vulnerabilities in every major OS and browser. Here's what it means for home network defenders.
GLM-5.1 Open Source: #1 on SWE-Bench Pro (What to Know)Z.ai's GLM-5.1 is now open-source under MIT license and claims #1 on SWE-Bench Pro, trained entirely on Huawei chips with zero Nvidia involvement. Full benchmark breakdown, access options,...
DeepSeek V4: Price, Specs, and Why It Is Still a Preview (August 2026)DeepSeek V4-Pro is still a preview, and its price fell 75% since April. Verified status, current API rates, and a dated ledger of what changed.
Qwen3.8's 2.4T Open-Weights Promise: Now With a Date, Still Without a LicenseAlibaba teased a 2.4T open-weight Qwen3.8 three days after Kimi K3. Now there's a date and pricing. The updated ledger of verified vs claimed.
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.
Can You Run Kimi K3 Locally? The 1-Bit GGUF Numbers Are InUnsloth's 1-bit Kimi K3 GGUF is real: roughly 600GB, with a 650GB RAM+VRAM floor. Who clears that bar, what 1-bit costs, and what to run instead.
Are Your Shared Claude Chats Public? How to Check and Revoke ThemShared Claude chats and artifacts appeared in Google results. What actually happened, why it keeps happening, and how to audit and revoke your shares.
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.
Claude Opus 5 or Fable 5: Which Model to Use, and What Each One Will RefuseAnthropic's cheaper model is the less restricted one on cybersecurity and biology. A plain decision guide to Opus 5, Fable 5, Sonnet 5, and Kimi K3.
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.
Can You Run Gemini 3.6 Flash Locally? No — Here's What to Run InsteadGemini 3.6 Flash launched July 21 with no local option. The honest answer, why Google's efficiency pitch favors local AI, and the Gemma 4 path instead.
Is Kimi K3 Free? What You Actually Pay WithEveryone says try Kimi K3 free. We read the privacy policy: training on your content, no documented opt-out, and a storage jurisdiction it never names.
Is Fable 5 Nerfed? What the Benchmark Crash Actually MeasuresOne benchmark says the returned Fable 5 lost 60 points on debugging. The honest read: the gate got tighter, not the brain, and nobody can verify either.
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.
It Was Never About Dario: The Deep History of Government AI ControlPulling Claude offline and gating GPT-5.6 was not a surprise. The 70-year pattern behind AI's permission layer, and the local hedge that beats it.
When the Government Decides Who Gets AI: The GPT-5.6 SignalFor the first time, Washington is gating who can run a frontier AI model. What the GPT-5.6 and Fable 5 moves mean, and the hedge that still works.
When Will Claude Fable 5 Come Back? Predicting the Cost, ID Checks, and Realistic TimelineClaude Fable 5 has been offline since June 12 under a US export-control order. A grounded, probability-weighted read on when it returns, what it will likely cost, and...
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.
The Off-Switch Was Always There. This Week We Saw It Used.The Fable 5 shutdown proved the government can switch off a deployed AI model. The real issue isn't this one decision — it's the missing standard.
Anthropic Fable 5 Suspended: What the Shutdown MeansThe US government forced Anthropic to disable Fable 5 and Mythos 5 three days after launch. Here's what happened and why it matters for anyone renting AI.
Claude Fable 5's First Week: 8 Demos People Have Already BuiltEight things people built with Claude Fable 5 in its first week — from a soccer shot coach to a navigable Yosemite — and the local-first trade-offs.
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 Fable 5's Silent Safeguards: The Backlash, the Reversal, and What It Proves About Cloud AIFable 5 shipped with safeguards that quietly degraded answers on AI-development tasks. Two days later, Anthropic made them visible. Here's what it proves.
Does ChatGPT Have Ads Now? What It Means for Your PrivacyChatGPT now shows ads on Free and Go tiers, targeted by your chat history. What OpenAI collects, how to opt out, and the truly ad-free alternatives.
Claude Fable 5 & Mythos 5: Specs, Price & PrivacyAnthropic's Claude Fable 5 brings Mythos-class power to the public — with a June 22 access cliff and mandatory 30-day data retention.
AI Data Centers: The Local Costs No One Warns You AboutAI data centers are reshaping power grids, water supplies, and how dissent is policed, plus what the buildout costs your community and the part you control.
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.
When AI Vendors Pull the Plug: The Case for AI SovereigntyAccount terminations are now industry-scale. The fix is not picking a better vendor — it is refusing to let any single vendor be a single point of failure.
The AI Layoff Trap: Game Theory, Layoffs & What to DoUPenn and Boston University researchers used game theory to prove AI layoffs are a Prisoner's Dilemma that no company can escape. What the paper actually says, why the...
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.
Claude Mythos Preview: Benchmarks, Zero-Days & Your NetworkAnthropic's Claude Mythos Preview found zero-day vulnerabilities in every major OS and browser. Here's what it means for home network defenders.
GLM-5.1 Open Source: #1 on SWE-Bench Pro (What to Know)Z.ai's GLM-5.1 is now open-source under MIT license and claims #1 on SWE-Bench Pro, trained entirely on Huawei chips with zero Nvidia involvement. Full benchmark breakdown, access options,...