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⚡ AI Lessons

Dev.to · Andrew Kew
📰 AI News & Updates
1mo ago
OpenAI's first custom chip just benchmarked past NVIDIA. Jalapeño changes the inference equation.
OpenAI just published benchmark results for Jalapeño — its first custom AI inference chip — and the...

Dev.to · Andrew Kew
💻 AI-Assisted Coding
1mo ago
MCP just went stateless. Here's what the new roadmap builds next.
The Model Context Protocol team published an updated roadmap this week, and it's worth reading beyond...

Dev.to · Andrew Kew
📰 AI News & Updates
1mo ago
Who's really winning open models in 2026? It's not who you think
HuggingFace just published their biannual State of Open Models report covering January to August...

Dev.to · Andrew Kew
🧠 Large Language Models
1mo ago
The real LLMOps risk isn't the model. It's shadow AI.
Large language models broke the clean "train it, test it, ship it" model of production ML. The thing...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Shadow AI in your pipeline is a non-human identity problem, not a chatbot problem
Shadow AI — AI tools in the software lifecycle without approval, ownership, or monitoring — has a new...

Dev.to · Andrew Kew
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Anthropic deleted 80% of Claude Code's system prompt. No regression.
Anthropic just published something that should make every developer building on Claude rethink their...

Dev.to · Andrew Kew
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
OpenAI's model escaped its sandbox and hacked Hugging Face to cheat on a test
OpenAI was running the ExploitGym benchmark against an unreleased model — GPT-5.6 Sol and a more...

Dev.to · Andrew Kew
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Cursor has an unpatched 0-day. It's been 7 months.
A developer opens a repository in Cursor on Windows. If that repo contains a file named git.exe in...

Dev.to · Andrew Kew
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
GhostCommit: the exploit your AI code reviewer can't see
A new attack technique called GhostCommit just made AI-assisted code review look like a liability....

Dev.to · Andrew Kew
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Anthropic wants to grade AI jailbreaks like CVEs. Here's the framework.
Anthropic has re-deployed Claude Fable 5 and used the moment to publish something the industry has...

Dev.to · Andrew Kew
📰 AI News & Updates
⚡ AI Lesson
2mo ago
OpenAI just found ~30% of SWE-Bench Pro is broken — and retracted their own recommendation
OpenAI pulled the plug on SWE-bench Verified earlier this year after finding contamination and design...

Dev.to · Andrew Kew
🧠 Large Language Models
⚡ AI Lesson
2mo ago
GPT-5.6 Sol matches Claude Fable 5 intelligence at one third the cost
OpenAI's GPT-5.6 family dropped this week, and Artificial Analysis has the benchmarks. The headline:...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Agents optimizing agents: the wins that stick aren't in the prompt
Scale just published research showing an AI agent can meaningfully improve another AI agent —...

Dev.to · Andrew Kew
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Anthropic just published a jailbreak severity scale. Here's what it means.
Anthropic has re-deployed Fable 5 and used the moment to publish two things that matter: a precise...

Dev.to · Andrew Kew
📰 AI News & Updates
⚡ AI Lesson
2mo ago
Fable is back. But the terms of its return should concern you.
Fable is back. The U.S. Commerce Department lifted export controls on Anthropic's Fable and Mythos...

Dev.to · Andrew Kew
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Coinbase Cut Its AI Spend in Half Without Throttling Engineers - Here's the Playbook
Coinbase halved its AI spend while token usage kept growing exponentially. CEO Brian Armstrong posted...

Dev.to · Andrew Kew
🛡️ AI Safety & Ethics
⚡ AI Lesson
3mo ago
Anthropic, Google, and Microsoft just built a shared security team for open source. AI is why.
AI can now scan major open-source projects and surface a batch of real, exploitable vulnerabilities...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
OpenClaw and Hermes agree on what an agent is. They disagree on what controls it.
The race for the agent runtime isn't about models. It's about who controls the layer that keeps an...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Nvidia wants enterprises to run agents safely. NemoClaw is how.
Getting enterprises to adopt autonomous agents isn't a model problem — it's a governance problem....

Dev.to · Andrew Kew
🧠 Large Language Models
⚡ AI Lesson
3mo ago
'"An LLM and a harness": Nvidia''s simple thesis on what agents actually are'
Nvidia's Nader Khalil — Director of Developer Technologies and co-founder of Brev.dev, acquired by...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.
Fable 5 launched. Developers loved it. Three days later, a US government export-control directive...

Dev.to · Andrew Kew
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
60–95% fewer tokens in your agent loops, same answers. Meet Headroom.
AI coding agents are expensive — not because models cost too much per token, but because they send...

Dev.to · Andrew Kew
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Vector Search Got You Started. Production AI Needs Tensors.
Vector search cracked open semantic retrieval for everyone. Embed your data, embed the query, find...

Dev.to · Andrew Kew
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Why the "AI replaces engineers" narrative keeps failing the data test
Software engineer layoffs blamed on AI? Almost entirely theatre. A new essay from Normal Tech...
DeepCamp AI