The model isn't confused when it gives you generic output. It's doing exactly what happens when you skip context: it averages over everyone, for everyone, and hands you writing for no one in particular.
@korvai.bsky.social
@korvai.bsky.socialThe model isn't confused when it gives you generic output. It's doing exactly what happens when you skip context: it averages over everyone, for everyone, and hands you writing for no one in particular.
@galtech.bsky.socialContext Engineering is more than writing a better prompt.
Learn more at GALTech School of Technology: www.galtechlearning.com
#ContextEngineering #AI #PromptEngineering #GenerativeAI #AILearning
@nitor1122.bsky.socialThe AI world spent years chasing bigger.
Now a different question is emerging: What if the advantage comes from better context?
Our latest Tech Bulletin explores SLMs, context engineering, and system-centric AI.
👇 Read it: zurl.co/JOC9b
@korvai.bsky.socialEleven forty at night, pasting the same brand doc into ChatGPT for the fourth time that day. Ten seconds a pop, a dozen times a day, every day. That's not fast work.
@korvai.bsky.socialAn LLM predicts the next word by averaging across everything it's read. Give it no context and it bets on the statistical middle of the internet, which is why the output sounds like nobody. Role, audience, voice, one real example.
@lukasoppermann.com#ContextEngineering decides what #AI knows, how it remembers & where its boundaries sit, before users interact. @mcdeandres.bsky.social calls it “IA for machines” & asks #UX & #Design to work on system prompts, memory architecture, guardrails & persona. → buff.ly/6ISIB2Q
@visualpath-23.bsky.social🤔Why every #AgenticAI learner needs to understand #contextengineering. A short thread. 👇
🎯 Read Full Blog here: visualpathonlinetraininginstitute.blogspot.com/2026/09/why-...
📞 For Enquirie: +91 7032290546
@korvai.bsky.socialHired a genius, gave them zero context, got mad the work was generic. That was me and ChatGPT for months.
The fix wasn't a better prompt. It was a 15-minute one-time brief: who we sell to, what makes us different, 3 examples of writing we'd publish.
@korvai.bsky.socialThe model isn't guessing wrong when your output feels generic. It's correctly answering a different question: what would the average person say to the average audience?
@flowfound.bsky.socialAI works better when it knows your work: the rules, examples, documents and data behind each decision. We map the workflow, then build around it. People still decide.
@dafu09.bsky.social阿里在 Apsara 大会亮出全栈 Agent 路线图： Agent Native Cloud + AgentCore（企业级 Agent 平台） + Agent Context（实时上下文 + 长期记忆，知识密集场景最多省 67% token）。 信号：云厂商从「卖模型」转向「卖托管 Agent 平台」， CIO 不用再自己拼编排/记忆/安全那套栈。 给独立开发者：上下文/记忆层是省 token 的洼地， 谁把 context 引擎做扎实，谁的 Agent 既便宜又准。 #AIAgent #AgentInfra #ContextEngineering
@infoq.comMeet Graphify - an #opensource tool that turns codebases and unstructured docs into queryable #KnowledgeGraphs to optimize LLM workflows.
Recent updates have improved parser features & cross-file resolution.
🔗 Learn more via #InfoQ – buff.ly/nEOMJ1x
@hackernoon.comAI agents can look forgetful when context compaction drops critical state. Typed summaries and regression probes make that failure measurable. #contextengineering
@flowfound.bsky.socialAI becomes more useful when the workflow has the right rules, examples, documents and connected data. Build around the work—and keep people deciding.
@korvai.bsky.socialYou retype who you sell to and how you talk into every new chat, then wonder why the output sounds like nobody.
@fathym.comYour AI's Context Should Stop Growing
www.fathym.com/blog/2026/09...
@korvai.bsky.socialWhen AI output feels flat, people rewrite the prompt. Wrong fix. Try this instead: "What do you need to know from me to do this well? Ask me up to 5 questions first." Answer them, then let it write.
@flowfound.bsky.socialAI works better with the right context: your rules, examples, documents and connected data. We map the workflow, then build around it—so repetitive work becomes more consistent and people still decide.
@korvai.bsky.socialNobody hands a new hire a keyboard and says 'write something good,' no context, no examples. We do that to AI constantly. Skip the onboarding and it fills the gap with the most average version of everything, because average is all it has…