How to Build Your Personal GPTs: From Zero to AI Hero

Machine Learning Tech Brief By HackerNoon

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Unseen Upside: Investments Beyond Their Returns

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S6:E1 AI & Education: Investing in the Future of Learning 40:43

לפני 15 ימים40:43

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40:43

Discover how AI is breaking down barriers to education and tailoring learning experiences for students everywhere. From Duolingo’s global reach to the innovative use of AI in real classrooms at Miss Porter’s School in Connecticut, this episode explores how technology is expanding access, enhancing engagement, and equipping the next generation with essential skills—while ensuring integrity and safety remain at the forefront. Guests include: Luis von Ahn , CEO and Co-Founder of Duolingo Henry Ellenbogen , Chief Investment Officer at Durable Capital Partners Maureen Lamb , Latin teacher and the Language Department Chair at Miss Porter's School Dean Dimizas , Partner and Managing Director at Cambridge Associates Unseen Upside: Investments Beyond Their Returns is developed in partnership with PRX , an award-winning podcast media company. Cambridge Associates is a global investment firm that works with endowments, foundations, healthcare systems, pension plans, and private clients to implement and manage custom investment portfolios that aim to generate outperformance and maximize their impact on the world. Cambridge Associates delivers a range of portfolio management services, including outsourced CIO, non-discretionary portfolio management, staff extension, and asset class mandates.…

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This story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-your-personal-gpts-from-zero-to-ai-hero.
How to Build Your Personal GPTs: a step-by-step guide
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #future-of-ai, #gpt, #chatgpt, #openai, #futurism, #tech, #ai-trends, and more.
This story was written by: @sergey-baloyan. Learn more about this writer by checking @sergey-baloyan's about page, and for more stories, please visit hackernoon.com.
OpenAI has introduced a new feature called GPTs (Generative Pre-trained Transformers), which are custom versions of ChatGPT tailored for specific purposes. The creation process is straightforward and doesn't require any coding skills. Users can start by initiating a conversation, providing instructions and additional knowledge, and selecting capabilities.

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How to Build Your Personal GPTs: From Zero to AI Hero

Machine Learning Tech Brief By HackerNoon

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Can ChatGPT Outperform the Market? Week 14 6:53

לפני 12 hours6:53

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This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-14 . FBIO's key trial denied... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #ai-outperform-the-market , #ai-outperforms-the-market , #chatgpt-outperform-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . FBIO's key trial denied...…

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AI Brawl: the Generative Model Showdown 9:25

לפני 12 hours9:25

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This story was originally published on HackerNoon at: https://hackernoon.com/ai-brawl-the-generative-model-showdown . Four engines, one prompt, slightly suspiciously honest commentary. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #generative-ai , #bnx-ai , #dall-e , #stable-diffusion , #nano-banana , #prompt-engineering , #prompt-testing , and more. This story was written by: @vujacic . Learn more about this writer by checking @vujacic's about page, and for more stories, please visit hackernoon.com . Four image-generation engines, one prompt, slightly suspiciously honest commentary. Stable Diffusion, DALL·E, BNX AI, and Google’s Nano Banana.…

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AI Native Data Pipeline - What Do We Need? 8:57

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This story was originally published on HackerNoon at: https://hackernoon.com/ai-native-data-pipeline-what-do-we-need . A new generation of AI-native data pipelines is emerging — built for unstructured data, dynamic schemas, and LLM-powered workloads. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #data-engineering , #data-pipeline , #ai-native-data-pipeline , #data-for-ai , #cocoindex , #what-is-cocoindex , #data-ownership , and more. This story was written by: @badmonster0 . Learn more about this writer by checking @badmonster0's about page, and for more stories, please visit hackernoon.com . CocoIndex is a next generation data pipeline built for AI-native workloads. It can handle unstructured, multimodal, and dynamic data and open system, at scale.…

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Code Smell 313 - “Workslop” in AI-Assisted Programming 6:13

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This story was originally published on HackerNoon at: https://hackernoon.com/code-smell-313-workslop-in-ai-assisted-programming . Stop shipping AI workslop. Learn to spot plausible-but-wrong code, restore domain intent, and refactor machine output before it becomes tech debt. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-generated-code , #code-smells , #workslop , #clean-code , #common-code-smells , #code-refactoring , #llm-pair-programming , #refactor-ai-output , and more. This story was written by: @mcsee . Learn more about this writer by checking @mcsee's about page, and for more stories, please visit hackernoon.com . AI makes it easy to ship code that compiles but doesn’t actually represent your domain — “workslop.” It shows up as hollow logic, unclear intent, missing edge cases, and fake productivity that turns into technical debt. The fix is human: validate AI output against real scenarios, rewrite vague parts, add domain meaning, refactor for clarity, and get peer review. AI can point out patterns, but only you can restore intent and own the code.…

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Beyond Brute Force: 4 Secrets to Smaller, Smarter, and Dramatically Cheaper AI 8:39

לפני 3 ימים8:39

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This story was originally published on HackerNoon at: https://hackernoon.com/beyond-brute-force-4-secrets-to-smaller-smarter-and-dramatically-cheaper-ai . On-policy distillation is more than just another training technique; it's a foundational shift in how we create specialized, expert AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-training-data , #ai-trading , #llms , #generative-ai , #cheap-ai , #future-of-ai , #hackernoon-top-story , and more. This story was written by: @hacker-Antho . Learn more about this writer by checking @hacker-Antho's about page, and for more stories, please visit hackernoon.com . Researchers have developed a new way to train AI models. The new technique combines the best of both worlds: dense, token-by-token feedback on the student model's own attempts. This smarter feedback loop has a massive impact on efficiency.…

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Elaborate Hoaxes in the Age of AI 5:38

לפני 3 ימים5:38

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This story was originally published on HackerNoon at: https://hackernoon.com/elaborate-hoaxes-in-the-age-of-ai . We know there's a lot of unethical ways to use AI but at what point are we not even going to know AI was used? Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ethics , #ai-ethics , #fake-news , #ai-hoaxes , #disinformation , #conspiracy-theories , #hackernoon-top-story , and more. This story was written by: @jacoblandry . Learn more about this writer by checking @jacoblandry's about page, and for more stories, please visit hackernoon.com . This week I’ve seen a lot of over-dramatization of very simple factual events that seem to be fueled by AI in many ways. The concept of biased news is not new by any means and has been an issue for as long as the news has existed. With AI these evil parties seem to have cast a much wider net than they could before.…

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From Chaos to Quality: A Framework for AI-Assisted Development 19:01

לפני 4 ימים19:01

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This story was originally published on HackerNoon at: https://hackernoon.com/from-chaos-to-quality-a-framework-for-ai-assisted-development . How I turned AI coding from chaos to production-ready: DevFlow adds security reviews, quality gates, and audit trails to Claude Code, Cursor, Gemini. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #cybersecurity , #vibe-coding , #prompt-engineering , #artificial-intelligence , #programming , #engineering-leaders , #ai-agent , and more. This story was written by: @rdondeti . Learn more about this writer by checking @rdondeti's about page, and for more stories, please visit hackernoon.com . AI coding tools promise velocity but deliver chaos: security holes, context loss, infinite debugging loops. I spent 8 months solving this and created DevFlow a pure prompt engineering framework that adds discipline to AI development. Nine specialized agents handle everything from architecture to security reviews. Five workflow types route tasks intelligently. Quality gates prevent incomplete work. Works with Claude Code, Cursor, Gemini, or any AI assistant. The result? Production-ready code with full audit trails.…

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Beyond Linear Chats: Rethinking How We Interact with Multiple AI Models 3:49

לפני 4 ימים3:49

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This story was originally published on HackerNoon at: https://hackernoon.com/beyond-linear-chats-rethinking-how-we-interact-with-multiple-ai-models . Discover how visual mind maps, git-like versioning, prompt optimization, and PDF export transform LLM chat apps for efficient, organized research. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #llms , #system-design , #innovation , #automation , #prompt-engineering , #cost-optimization , #product-management , and more. This story was written by: @amanila . Learn more about this writer by checking @amanila's about page, and for more stories, please visit hackernoon.com . LLMs streamline research with diverse models, but linear chat apps hinder comparison. Solutions: visual mind maps, git-like snapshots, optimized prompt suggestions, and a PDF export for organized, side-by-side analysis—making research efficient.…

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AI is a Tool for Economic Progress, Not a Job Taker 6:02

לפני 5 ימים6:02

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This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-a-tool-for-economic-progress-not-a-job-taker . Analyzing AI's role in the economy: job transformation, productivity gains, and the future of work in generative AI era. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #society , #software-development , #agentic-ai , #future-of-ai , #future-of-work , #future-of-humanity , #hackernoon-top-story , and more. This story was written by: @emmaakin . Learn more about this writer by checking @emmaakin's about page, and for more stories, please visit hackernoon.com . Elon Musk said that “AI and Robots will replace all jobs” While the statement created a buzz, reality speaks differently. Research hints at a hybrid transformation of jobs rather than a Generative AI replacement.…

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How "Diablo AI" Will Destroy Your Marketing Budget and Business 8:50

לפני 5 ימים8:50

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This story was originally published on HackerNoon at: https://hackernoon.com/how-diablo-ai-will-destroy-your-marketing-budget-and-business . Ai-generated creatives give 34% better performance across all metrics than manual creatives. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-marketing , #performance-marketing , #digital-marketing , #content-marketing , #growth-marketing , #startup-marketing , #saas-marketing , #hackernoon-top-story , and more. This story was written by: @maksshev . Learn more about this writer by checking @maksshev's about page, and for more stories, please visit hackernoon.com . Ai-generated creatives give 34% better performance across all metrics than manual creatives. The human brain is designed as a pattern recognition machine. People subconsciously pick up micro patterns of authenticity. A handwritten letter is more valuable than a printed card because someone spent time on it.…

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Breaking Down Low-Rank Adaptation and Its Next Evolution, ReLoRA 3:47

לפני 6 ימים3:47

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This story was originally published on HackerNoon at: https://hackernoon.com/breaking-down-low-rank-adaptation-and-its-next-evolution-relora . Learn how LoRA and ReLoRA improve AI model training by cutting memory use and boosting efficiency without full-rank computation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #sparse-spectral-training , #neural-network-optimization , #memory-efficient-ai-training , #hyperbolic-neural-networks , #efficient-model-pretraining , #singular-value-decomposition , #low-rank-adaptation , and more. This story was written by: @hyperbole . Learn more about this writer by checking @hyperbole's about page, and for more stories, please visit hackernoon.com . Low-Rank Adaptation (LoRA) and its successor ReLoRA offer more efficient ways to fine-tune large AI models by reducing the computational and memory costs of traditional full-rank training. ReLoRA* extends this idea through zero-initialized layers and optimizer resets for even leaner adaptation—but its reliance on random initialization and limited singular value learning can cause slower convergence. The section sets the stage for Sparse Spectral Training (SST), which aims to resolve these bottlenecks and match full-rank performance with far lower resource demands.…

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Generalizing Sparse Spectral Training Across Euclidean and Hyperbolic Architectures 5:28

לפני 6 ימים5:28

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This story was originally published on HackerNoon at: https://hackernoon.com/generalizing-sparse-spectral-training-across-euclidean-and-hyperbolic-architectures . Sparse Spectral Training boosts transformer stability and efficiency, outperforming LoRA and ReLoRA across neural network architectures. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #sparse-spectral-training , #neural-network-optimization , #memory-efficient-ai-training , #hyperbolic-neural-networks , #efficient-model-pretraining , #singular-value-decomposition , #low-rank-adaptation , and more. This story was written by: @hyperbole . Learn more about this writer by checking @hyperbole's about page, and for more stories, please visit hackernoon.com . Sparse Spectral Training (SST) introduces a low-rank optimization technique that enhances both Euclidean and hyperbolic neural networks. Tested on machine translation benchmarks like IWSLT and Multi30K, SST consistently outperformed LoRA, ReLoRA*, and even full-rank training, delivering higher BLEU scores and preventing overfitting in high-dimensional hyperbolic spaces. The results highlight SST’s ability to generalize efficiently while maintaining stability and robustness across architectures.…

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MCP vs API: The Key Difference Between Human and Machine Communication 8:23

לפני 7 ימים8:23

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This story was originally published on HackerNoon at: https://hackernoon.com/mcp-vs-api-the-key-difference-between-human-and-machine-communication . Let's learn how MCP differs from traditional APIs and how it safely allows AI models to communicate with the real world. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #mcp , #mcp-server , #api , #mcp-vs-api , #ai-tool-integration , #ai-infrastructure , #ai-systems-communication , #ai-developer-tools , and more. This story was written by: @manishmshiva . Learn more about this writer by checking @manishmshiva's about page, and for more stories, please visit hackernoon.com . APIs and MCPs both let systems communicate, but they serve different audiences. APIs are built for developers to connect software, while the Model Context Protocol (MCP) is built for AI models to safely use tools and access data without executing unsafe code. MCP acts as a controlled bridge — defining tools, schemas, and permissions so AI can interact with systems securely. While APIs connect machines, MCP connects intelligence to machines, introducing a safer, structured layer for the future of AI integration.…

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Weekly AI Startup Funding: October 20-25, 2025 25:36

לפני 7 ימים25:36

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This story was originally published on HackerNoon at: https://hackernoon.com/weekly-ai-startup-funding-october-20-25-2025 . AI startups raised over $3.6 billion this week across infrastructure, wearable AI, enterprise automation, and fintech innovation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-startup-funding , #vc-funding , #ai-funding-2025 , #ai-infrastructure , #weekly-ai-startup-funding , #global-ai-funding , #hackernoon-top-story , and more. This story was written by: @aifundingtracker . Learn more about this writer by checking @aifundingtracker's about page, and for more stories, please visit hackernoon.com . AI startups raised over $3.6 billion this week across infrastructure, wearable AI, enterprise automation, and fintech innovation. From record-breaking data center valuations to smart glasses powered by conversational AI, capital continued flowing to companies.…

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Spring Creator Rod Johnson Unveils Embabel, a JVM Framework for Agentic AI 3:40

לפני 8 ימים3:40

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This story was originally published on HackerNoon at: https://hackernoon.com/spring-creator-rod-johnson-unveils-embabel-a-jvm-framework-for-agentic-ai . Rod Johnson, creator of Spring, returns with Embabel, a Kotlin-based agent framework for the JVM. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #embabel , #jvm-framework , #jvm-framework-agentic-ai , #jvm-framework-for-agentic-ai , #ai-coding , #ai-trends , #computer-science , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Rod Johnson, creator of Spring, returns with Embabel, a Kotlin-based agent framework for the JVM.…

Machine Learning Tech Brief By HackerNoon

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Can ChatGPT Outperform the Market? Week 11 8:23

לפני 8 ימים8:23

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This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-11 . +8% increase in one day.. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #ai-outperform-the-market , #ai-outperforms-the-market , #chatgpt-outperforms-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . +8% increase in one day..…

Machine Learning Tech Brief By HackerNoon

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GitHub’s Copilot Adds Cloud Agent to Draft Pull Requests Autonomously 5:49

לפני 9 ימים5:49

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This story was originally published on HackerNoon at: https://hackernoon.com/githubs-copilot-adds-cloud-agent-to-draft-pull-requests-autonomously . GitHub Copilot evolves: cloud-based agents now handle PRs, iterate from feedback, and fit seamlessly into dev workflows. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #copilot-extensions , #actions-marketplace , #build-2025 , #github-copilot-review , #github-copilot-features , #github-for-ai-native-devs , #github-for-ai-devs , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . GitHub Copilot evolves: cloud-based agents now handle PRs, iterate from feedback, and fit seamlessly into dev workflows.…

Machine Learning Tech Brief By HackerNoon

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GitHub Rolls Out Open-Source MCP Server to Expand Copilot’s Reach 4:36

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This story was originally published on HackerNoon at: https://hackernoon.com/github-rolls-out-open-source-mcp-server-to-expand-copilots-reach . GitHub’s new MCP server empowers Copilot to automate dev workflows with real-time repo context - marking a leap from code suggestions to workflow actions. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-open-source , #open-source-ai , #ai-native-development , #open-source-mcp-server , #github-copilot , #github-news , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . GitHub’s new MCP server empowers Copilot to automate dev workflows with real-time repo context - marking a leap from code suggestions to workflow actions.…

Machine Learning Tech Brief By HackerNoon

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New Gemini Diffusion Model Promises Text at Five Times the Speed 3:27

לפני 10 ימים3:27

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This story was originally published on HackerNoon at: https://hackernoon.com/new-gemini-diffusion-model-promises-text-at-five-times-the-speed . Google unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #google-gemini , #gemini-diffusion , #gemini-diffusion-model , #text-diffusion , #autoregressive-ai , #ai-native-development , #diffusion-image-models , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Google I/O unveiled Gemini Diffusion, a text diffusion model for code. It promises faster generation and better editing, potentially changing AI-native development.…

Machine Learning Tech Brief By HackerNoon

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The Proof Is in the Algorithm: Why AI Must Learn to Verify Itself 8:15

לפני 11 ימים8:15

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This story was originally published on HackerNoon at: https://hackernoon.com/the-proof-is-in-the-algorithm-why-ai-must-learn-to-verify-itself . Verifiable AI refers to AI systems designed to generate proofs that can be independently verified by users. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #zero-knowledge-proofs , #zero-knowledge-ai , #zkml , #zk-machine-learning , #verifiable-ai , #ai-verification-algo , #ai-for-verification , and more. This story was written by: @felixarpa . Learn more about this writer by checking @felixarpa's about page, and for more stories, please visit hackernoon.com . Verifiable AI refers to AI systems designed to generate proofs that can be independently verified by users.…

Machine Learning Tech Brief By HackerNoon

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The End of Fair Play in Coding Contests 12:41

לפני 11 ימים12:41

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This story was originally published on HackerNoon at: https://hackernoon.com/the-end-of-fair-play-in-coding-contests . A community of creative problem solvers deal with the existential threat of generative AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #competitive-programming , #coding-contest , #ai-coding-contest , #coding-contest-world-wide , #coding-problems , #coding-competitions , #hackernoon-top-story , and more. This story was written by: @OurAI . Learn more about this writer by checking @OurAI's about page, and for more stories, please visit hackernoon.com . A community of creative problem solvers deal with the existential threat of generative AI.…

Machine Learning Tech Brief By HackerNoon

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I Reverse-engineered How 23 'AI-first' Companies Actually Build Their Products 5:43

לפני 12 ימים5:43

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This story was originally published on HackerNoon at: https://hackernoon.com/i-reverse-engineered-how-23-ai-first-companies-actually-build-their-products-and-the-tech-stack-is . So I spend way too much time looking at how companies claiming to be "AI-powered" or "built with AI" actually implement their tech. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #tech-stack , #choosing-a-tech-stack , #tech-stack-for-your-web-app , #openai , #llms , #rag , #llm-optimization , and more. This story was written by: @meiravimelecdavidov . Learn more about this writer by checking @meiravimelecdavidov's about page, and for more stories, please visit hackernoon.com . So I spend way too much time looking at how companies claiming to be "AI-powered" or "built with AI" actually implement their tech.…

Machine Learning Tech Brief By HackerNoon

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From Automation to Autonomy: How AI is Transforming Site Reliability Engineering 12:27

לפני 12 ימים12:27

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This story was originally published on HackerNoon at: https://hackernoon.com/from-automation-to-autonomy-how-ai-is-transforming-site-reliability-engineering . This is the real story of where operations is headed. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #engineering , #site-reliability-engineering , #site-reliability-engineer , #observability , #observability-data , #observability-tech , #observability-tools , and more. This story was written by: @oreoluwaomoike . Learn more about this writer by checking @oreoluwaomoike's about page, and for more stories, please visit hackernoon.com . This is the real story of where operations is headed.…

Machine Learning Tech Brief By HackerNoon

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Scale or Stagnate: How AI Tools Are Shaping the Next Generation of Dev Workflows 3:56

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This story was originally published on HackerNoon at: https://hackernoon.com/scale-or-stagnate-how-ai-tools-are-shaping-the-next-generation-of-dev-workflows . As AI reshapes software development, we must scale our tools, context, and thinking to thrive as true AI Native Developers. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #the-era-of-scale , #ai-native-developer , #ai-native-development , #richard-sutton , #david-silver , #reinforcement-learning , #the-bitter-lesson , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . As AI reshapes software development, we must scale our tools, context, and thinking to thrive as true AI Native Developers.…

Machine Learning Tech Brief By HackerNoon

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The Dragon Hatchling Learns to Fly: Inside AI’s Next Learning Revolution 21:35

לפני 14 ימים21:35

21:35

This story was originally published on HackerNoon at: https://hackernoon.com/the-dragon-hatchling-learns-to-fly-inside-ais-next-learning-revolution . Exploring Brain-like Dragon Hatchling (BDH) — a new AI model that learns on the fly, adapts like a brain, and challenges the transformer era. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #neural-networks , #bdh-neural-architecture , #brain-like-dragon-hatchling , #inference-time-learning , #hebbian-learning-in-ai , #interpretable-ai , #modular-model-merging , #hackernoon-top-story , and more. This story was written by: @zhukmax . Learn more about this writer by checking @zhukmax's about page, and for more stories, please visit hackernoon.com . This article demystifies the Brain-like Dragon Hatchling (BDH), a neural architecture that keeps learning during inference using Hebbian “fast memory” while retaining pre-trained “slow” weights. BDH aims for interpretable reasoning, stable long-range behavior, modular model merging without catastrophic forgetting, and efficiency suited to GPUs and neuromorphic chips. A minimal Rust+tch proof-of-concept (XOR) illustrates the mechanics and why σ (fast memory) shines on sequence/context tasks, pointing toward practical lifelong learning systems.…

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 10 6:47

לפני 15 ימים6:47

6:47

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-10 . New high of 32%... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-market , #chatgpt-outperform-traders , #chatgpt-outperform-russell , #ai-outperform-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . New high of 32%...…

Machine Learning Tech Brief By HackerNoon

1
OpenAI Codex CLI: Early, Buggy, but Aiming to Redefine How Developers Code With AI 4:30

לפני 16 ימים4:30

4:30

This story was originally published on HackerNoon at: https://hackernoon.com/openai-codex-cli-early-buggy-but-aiming-to-redefine-how-developers-code-with-ai . Codex blends ChatGPT and other models (you read that right) with hands-on capabilities like code execution, file manipulation, and project iteration. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #openai-codex-cli , #openai-codex , #ai-native-development , #ai-tinkerers , #openai-codex-released , #openai-open-source-cli , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Codex blends ChatGPT and other models (you read that right) with hands-on capabilities like code execution, file manipulation, and project iteration.…

Machine Learning Tech Brief By HackerNoon

1
Designing Production-Ready RAG Pipelines: Tackling Latency, Hallucinations, and Cost at Scale 22:15

לפני 16 ימים22:15

22:15

This story was originally published on HackerNoon at: https://hackernoon.com/designing-production-ready-rag-pipelines-tackling-latency-hallucinations-and-cost-at-scale . Build production-grade RAG: slash latency, reduce hallucinations, and cut costs with hybrid retrieval, caching, LLM-as-judge, and smart model routing. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #rag-architecture , #rag-pipelines , #cost-optimization-ai , #langchain-rag , #prompt-caching , #llm-hallucinations , #production-ready-rag , #hackernoon-top-story , and more. This story was written by: @nileshbh . Learn more about this writer by checking @nileshbh's about page, and for more stories, please visit hackernoon.com . Retrieval-Augmented Generation (RAG) is an advanced AI system which enhances Large Language Models (LLMs) through real-time knowledge integration from external sources. The technique enables LLMs to deliver responses that are both accurate and relevant to the context by using factual data. Organizations that use LLMs for various applications including customer support chatbots and complex data analysis tools need to develop successful RAG pipelines that scale properly to achieve success.…

Machine Learning Tech Brief By HackerNoon

1
The Illusion of Scale: Why LLMs Are Vulnerable to Data Poisoning, Regardless of Size 7:31

לפני 17 ימים7:31

7:31

This story was originally published on HackerNoon at: https://hackernoon.com/the-illusion-of-scale-why-llms-are-vulnerable-to-data-poisoning-regardless-of-size . New research shatters AI security assumptions, showing that poisoning large models is easier than believed and requires a very small number of documents. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #adversarial-machine-learning , #ai-safety , #generative-ai , #llm-security , #data-poisoning , #backdoor-attacks , #enterprise-ai-security , #hackernoon-top-story , and more. This story was written by: @hacker-Antho . Learn more about this writer by checking @hacker-Antho's about page, and for more stories, please visit hackernoon.com . The research challenges the conventional wisdom that an attacker needs to control a specific percentage of the training data (e.g., 0.1% or 0.27%) to succeed. For the largest model tested (13B parameters), those 250 poisoned samples represented a minuscule 0.00016% of the total training tokens. Attack success rate remained nearly identical across all tested model scales for a fixed number of poisoned documents.…

Machine Learning Tech Brief By HackerNoon

1
7 Major Learnings from The AI Engineering SF World Fair 2025 7:30

לפני 17 ימים7:30

7:30

This story was originally published on HackerNoon at: https://hackernoon.com/7-major-learnings-from-the-ai-engineering-sf-world-fair-2025 . AI coding agents dominated the 2025 SF World’s Fair. From spec-driven dev to cloud agents, here are 7 takeaways shaping AI-native engineering. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-engineering , #ai-native-development , #ai-engineering-sf-world-fair , #sf-world-fair-2025 , #major-ai-trends , #ai-trends-2025 , #ai-coding , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . AI coding agents dominated the 2025 SF World’s Fair. From spec-driven dev to cloud agents, here are 7 takeaways shaping AI-native engineering.…

Machine Learning Tech Brief By HackerNoon

1
Agents Everywhere—Augment Brings Async Coding Power to Your IDE 3:10

לפני 18 ימים3:10

3:10

This story was originally published on HackerNoon at: https://hackernoon.com/agents-everywhereaugment-brings-async-coding-power-to-your-ide . Remote Agents in Augment Code now run autonomously from VS Code, handling parallel tasks like bug fixes and PRs—boosting dev workflows even while you're offline Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #coding-genies , #remote-agents , #remote-ai-agents , #ai-coders , #ai-native-dev , #ai-native-development , #augment-remote-agents , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Remote Agents in Augment Code now run autonomously from VS Code, handling parallel tasks like bug fixes and PRs—boosting dev workflows even while you're offline…

Machine Learning Tech Brief By HackerNoon

1
The Human Side of AI: Why People Still Need to Make Sense of What Machines Say 9:27

לפני 18 ימים9:27

9:27

This story was originally published on HackerNoon at: https://hackernoon.com/the-human-side-of-ai-why-people-still-need-to-make-sense-of-what-machines-say . AI can process data and find patterns, but it can’t understand feelings, context, or meaning. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #human-resources , #human-robot-interaction , #human-side-in-ai , #ai-for-humans , #ai-seems-smart , #is-ai-smart , #is-ai-conscious , and more. This story was written by: @pankajvnt . Learn more about this writer by checking @pankajvnt's about page, and for more stories, please visit hackernoon.com . AI can process data and find patterns, but it can’t understand feelings, context, or meaning. This article explains why human judgment, empathy, and intuition still matter, at work, in daily life, and wherever machines try to “make sense” of the world.…

Machine Learning Tech Brief By HackerNoon

1
97% of Tech Leaders Fear Unethical AI Use but Only a Third Have Oversight 4:58

לפני 19 ימים4:58

4:58

This story was originally published on HackerNoon at: https://hackernoon.com/97percent-of-tech-leaders-fear-unethical-ai-use-but-only-a-third-have-oversight . AI adoption is soaring, but CIOs warn of unrealistic ROI, poor oversight, and ethical risks in the enterprise AI rush. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-ethics , #ai-adoption , #enterprise-ai , #ai-roi , #ai-governance , #solvd-ai-report , #corporate-ai , #hackernoon-top-story , and more. This story was written by: @thesociable . Learn more about this writer by checking @thesociable's about page, and for more stories, please visit hackernoon.com . A new report found that there is a disconnect between technicians and top leadership about AI’s return on investment. The report was conducted by Solvd, an AI advisory and digital engineering firm based in Walnut Creek.…

Machine Learning Tech Brief By HackerNoon

1
The Rise of the Self-Spawning AI Dev Team 9:52

לפני 19 ימים9:52

9:52

This story was originally published on HackerNoon at: https://hackernoon.com/the-rise-of-the-self-spawning-ai-dev-team . Discover a new AI dev workflow: how to parallelize coding agents for faster builds, deeper exploration, and smarter reviews using tools like Claude Code. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #parallel-agents , #ai-developers , #ai-devs , #ai-dev-team , #ai-programming , #ai-native-development , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Discover a new AI dev workflow: how to parallelize coding agents for faster builds, deeper exploration, and smarter reviews using tools like Claude Code.…

Machine Learning Tech Brief By HackerNoon

1
Weekly AI Startup Funding: October 5-11, 2025 15:22

לפני 20 ימים15:22

15:22

This story was originally published on HackerNoon at: https://hackernoon.com/weekly-ai-startup-funding-october-5-11-2025 . AI startups raised over $4.1 billion this week, with watershed moments in open-source AI, legal technology, and energy infrastructure. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #vc-funding , #startups , #ai-startup-funding , #weekly-ai-startup-funding , #ai-funding-news-2025 , #reflection-ai , #ai-reward-modeling , and more. This story was written by: @aifundingtracker . Learn more about this writer by checking @aifundingtracker's about page, and for more stories, please visit hackernoon.com . Reflection AI raised $2 billion Series B at an $8 billion valuation. Base Power raised $1 billion to expand its distributed home battery network across the United States.…

Machine Learning Tech Brief By HackerNoon

1
How AI is Disrupting the Idea of Creativity 14:25

לפני 20 ימים14:25

14:25

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-is-disrupting-the-idea-of-creativity . The capabilities of new AI models encourage us to reconsider what it takes for a work to be creative. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-destroys-creativity , #ai-and-creativity , #ai-creativity , #ai-for-creativity , #generative-ai-trends , #generative-ai-cognitive , #hackernoon-top-story , and more. This story was written by: @OurAI . Learn more about this writer by checking @OurAI's about page, and for more stories, please visit hackernoon.com . The capabilities of new AI models encourage us to reconsider what it takes for a work to be creative.…

Machine Learning Tech Brief By HackerNoon

1
Claude Code Setup: The DevOps Guide Nobody Warned You About 4:01

לפני 21 ימים4:01

4:01

This story was originally published on HackerNoon at: https://hackernoon.com/claude-code-setup-the-devops-guide-nobody-warned-you-about . Sick of manual Claude Code setup? Automate your config easily with CLI tricks, custom API keys, MCP servers, permissions, and hidden VSCode extension tips. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #claude-code-cli-setup-guide , #automate-claude-code-config , #claude-code-api-key-helper , #claude-code-cicd-integration , #claude-code-mcp-server-setup , #claude-code-vscode-extension , #claude-code-config-json-guide , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Sick of manual Claude Code setup? Automate your config easily with CLI tricks, custom API keys, MCP servers, permissions, and hidden VSCode extension tips.…

Machine Learning Tech Brief By HackerNoon

1
Can ChatGPT Outperform the Market? Week 9 5:40

לפני 22 ימים5:40

5:40

This story was originally published on HackerNoon at: https://hackernoon.com/can-chatgpt-outperform-the-market-week-9 . Doubles Down On 1 Stock... Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-controls-stock-account , #ai-stock-portfolio , #can-chatgpt-outperform-sandp500 , #can-chatgpt-outperform-russell , #ai-outperform-the-market , #chatgpt-outperforms-the-market , #hackernoon-top-story , and more. This story was written by: @nathanbsmith729 . Learn more about this writer by checking @nathanbsmith729's about page, and for more stories, please visit hackernoon.com . Doubles Down On 1 Stock...…

Machine Learning Tech Brief By HackerNoon

1
"We Are Very Early in Our Work With LLMs," - Prem Ramaswami, Head of Data Commons at Google 13:53

לפני 22 ימים13:53

13:53

This story was originally published on HackerNoon at: https://hackernoon.com/we-are-very-early-in-our-work-with-llms-prem-ramaswami-head-of-data-commons-at-google . Google's Head of Data Commons joined HackerNoon to discuss grounding AI in verifiable data, and why "we are very early with LLMs," MCP's open approach. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llm , #data , #hackernoon-top-story , #interview , #work-with-llms , #data-with-llm , #accurate-data-with-llms , #datasets , and more. This story was written by: @David . Learn more about this writer by checking @David's about page, and for more stories, please visit hackernoon.com . Google Data Commons launched an MCP server to ground AI in verifiable public data from trusted sources like the UN, World Bank, and Census Bureau. The clever part: users' own LLMs do the translation work, so Google's compute isn't involved. Prem Ramaswami argues we're still "very early" with LLMs (Google's transformer paper was only 2017) and the answer to hallucinations is "try all of the above" - combining language models with robust, auditable data sources. The service is free, integrates hundreds of datasets with transparent provenance, and chose Anthropic's open MCP standard over building proprietary infrastructure. Key challenge: expanding beyond strong US/OECD coverage to make grounded AI systems globally representative.Retry…

Machine Learning Tech Brief By HackerNoon

1
Cursor Levels Up With 1.0 Release, Adding MCP Support and Persistent Memory 4:02

לפני 23 ימים4:02

4:02

This story was originally published on HackerNoon at: https://hackernoon.com/cursor-levels-up-with-10-release-adding-mcp-support-and-persistent-memory . Cursor 1.0 is here, featuring BugBot for seamless GitHub code reviews, asynchronous Background Agents, collaborative Jupyter support, and more! Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #cursor-ai , #cursor-ai-1.0 , #cursor-bugbot , #cursor-bug-detection , #cursor-bot-memories , #ai-native-development , #cursor-mcp-support , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Cursor 1.0 is here, featuring BugBot for seamless GitHub code reviews, asynchronous Background Agents, collaborative Jupyter support, and more!…

Machine Learning Tech Brief By HackerNoon

1
Context Engineering for Coding Agents 7:13

לפני 24 ימים7:13

7:13

This story was originally published on HackerNoon at: https://hackernoon.com/context-engineering-for-coding-agents . Context engineering for coding agents is the best way to improve the model performance for code generation. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llms , #ai-coding-agents , #vibe-coding , #context-engineering , #coding-agents , #llm-engineering , #llm-prompting , #good-company , and more. This story was written by: @ichebykin . Learn more about this writer by checking @ichebykin's about page, and for more stories, please visit hackernoon.com . Coding agents are getting pretty good, but they're inconsistent. The same prompt can work one time and break the next. To get reliable output, you can’t just prompt better. You need to shape its inputs and give it structure.…

Machine Learning Tech Brief By HackerNoon

1
Developers Embrace Taskmaster, an AI Scrum Master for Code 5:18

לפני 24 ימים5:18

5:18

This story was originally published on HackerNoon at: https://hackernoon.com/developers-embrace-taskmaster-an-ai-scrum-master-for-code . Discover how Taskmaster leverages AI-driven PRDs to decompose projects into focused tasks, boosting reliability, efficiency, cost savings, and autonomy. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #claude-task-master , #claude , #cursor-ai , #eyal-toledano , #product-requirements-document , #structured-prd-for-ai , #hackernoon-top-story , and more. This story was written by: @ainativedev . Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com . Discover how Taskmaster leverages AI-driven PRDs to decompose projects into focused tasks, boosting reliability, efficiency, cost savings, and autonomy.…

Machine Learning Tech Brief By HackerNoon

1
A Practical Guide to Measuring Business Impact in AI/ML Projects 34:09

לפני 25 ימים34:09

34:09

This story was originally published on HackerNoon at: https://hackernoon.com/a-practical-guide-to-measuring-business-impact-in-aiml-projects . Measuring AI impact made clear: experiments, causal methods, and sanity checks to separate real improvement from coincidence. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ml , #performance-measurement , #product-management , #analytics , #causal-inference , #experimentation , #ai-business-impact , and more. This story was written by: @vladyslav_chekryzhov . Learn more about this writer by checking @vladyslav_chekryzhov's about page, and for more stories, please visit hackernoon.com . Behind every “AI success” headline lies a harder question - did it really work? This article gives a structured look at how to measure what your system truly changes - starting with experiments, extending to causal methods, and ending with practical checks for trust. A readable overview for those entering the space between data science and product impact - a space still few teams navigate well.…

Machine Learning Tech Brief By HackerNoon

1
Your AI Chatbot Just Leaked Customer Data to OpenAI. Here’s How it Happened and How to Prevent it 8:53

לפני 25 ימים8:53

8:53

This story was originally published on HackerNoon at: https://hackernoon.com/your-ai-chatbot-just-leaked-customer-data-to-openai-heres-how-it-happened-and-how-to-prevent-it . Your AI chatbot just leaked customer data to OpenAI. Here’s how it happened and how to prevent it. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-security , #openai , #anthropic , #chatgpt-sensitive-data , #chatgpt-privacy , #openai-chatgpt-privacy , #hackernoon-top-story , and more. This story was written by: @lab42ai . Learn more about this writer by checking @lab42ai's about page, and for more stories, please visit hackernoon.com . How AI chatbots leaks customer data to third party LLM providers with demonstration of what passes through the pipeline and how to prevent the leakages…

Machine Learning Tech Brief By HackerNoon

1
Carrying Your Personal Memory Across AI Models: A TPM’s Perspective on Persistent Context in a Mult 5:19

לפני 26 ימים5:19

5:19

This story was originally published on HackerNoon at: https://hackernoon.com/carrying-your-personal-memory-across-ai-models-a-tpms-perspective-on-persistent-context-in-a-mult . Switching between models isn’t the hard part — it’s switching without losing your personal memory that becomes the real challenge. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-memory , #memory-management , #ai-memory-management , #preserve-ai-memory , #ai-context-engineering , #ai-context-window-explained , #ai-context-limitations , and more. This story was written by: @eapraveen . Learn more about this writer by checking @eapraveen's about page, and for more stories, please visit hackernoon.com . Wwitching between models isn’t the hard part — it’s switching without losing your personal memory that becomes the real challenge.…

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Machine Learning Tech Brief By HackerNoon « » How to Build Your Personal GPTs: From Zero to AI Hero

How to Build Your Personal GPTs: From Zero to AI Hero

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How to Build Your Personal GPTs: From Zero to AI Hero