Cognilium AI
@Cognilium_ai
We build AI that works. AI that scales. AI that matters.
Introducing VectorHire — where hiring meets intelligence. 👉 Learn more: cognilium.ai/products/vecto… #AI #Hiring #Recruitment #FutureOfWork #HRTech #CogniliumAI #VectorHire #AIAgents #Innovation #TechForGood
holy sh*t... your llm remembers everything you typed 🤯 researchers just proved you can recover the EXACT input text from a language model's hidden states. not similar text. not approximate. the actual words you typed. here's what they found: • transformer language models…
Claude Code pro tip: Download the Claude mobile app. There is a new Code section In this section you can literally spin up cloud AI agents that do work for you while you sleep Every night before you go to bed, kick off 3 small tasks in it They can be incredibly small, even…
While humans scroll for dopamine, machines quietly scroll for data. Every tap, pause, and like becomes their lesson. We built them to learn — but somewhere along the way, we stopped doing the same. #AI #ArtificialIntelligence #FutureOfWork #DigitalAge #TechEthics #HumanVsMachine
Dr.LLM: Dynamic Layer Routing in LLMs Neat technique to reduce computation in LLMs while improving accuracy. Routers increase accuracy while reducing layers by roughly 3 to 11 per query. My notes below:
Anthropic just dropped the guide on context engineering. Save this for later. It’s how the next generation of AI will think.
NL→SQL isn't magic—it's a methodical pipeline. We've deployed this exact 7-step path across a dozen US startups: linkedin.com/feed/update/ur… #NL2SQL #RAG #AIagents #DataEngineering #LangChain
Turning blog writing into a fully autonomous pipeline 🧠⚙️ This n8n workflow connects Google Sheets, AI models (Claude + OpenAI), and publishing APIs to handle #n8n #Automation #AIWorkflow #ContentAutomation #AIAgents #GenerativeAI #NoCode #MCP #ClaudeAI #OpenAI #LangChain
Every inefficiency in your workflow is a signal. AI doesn’t just automate—it connects, predicts, and simplifies. Here’s how AI tackles the 7 biggest killers of productivity. #ArtificialIntelligence #AI #AIAutomation #Productivity #Efficiency #WorkSmarter
How to make ChatGPT teach you any skill
How To Build AI Agents From Scratch
who will be the first to reach AGI? 1) Google DeepMind - built core tech: Transformers, AlphaGo, AlphaFold, TPUs - deep research + massive ecosystem - full stack: JAX, TPU, infra, and unmatched data 2) OpenAI - fastest startup with a bold shipping culture - rapid model…
Claude 4.5 system prompt on github, over 30k tokens long:
why did AI adoption dip after 2019 before rising again in 2023–24? Was it maturity fatigue, lack of ROI, or just shifting definitions? #AIAdoption #ArtificialIntelligence #GenerativeAI #MachineLearning #AIEvolution #AITrends
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