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HackerNoon
@hackernoon.com
1.3K followers 66 following 9.9K posts
how hackers start their afternoons. where 50k+ technologists publish blog posts for 4M+ monthly readers. https://hackernoon.com/ write your story 👉 https://hackernoon.com/p/publish
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Traditional testing breaks with AI. Learn how red teaming and AI-powered fuzzing uncover hidden weaknesses in large language models. #aitesting
Why Traditional Testing Breaks Down with AI
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Ransomware has gone cloud-native: no payloads, just API abuse. Learn the tactics—IAM takeovers, KMS locks, backup sabotage—and how to build resilience. #ransomware
Ransomware Goes Cloud-Native
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How AI is exposing the cracks in our 19th-century education model, and what tech-savvy parents can do to prepare their kids for a radically different future. #educationtechnology
AI Is Eating the Classroom, and That’s Not a Bad Thing.
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Ethical oversight remains essential to keep humans accountable while allowing agentic AI innovation to flourish. #ethicalai
The Pragmatic Playbook for Stopping Rogue AI Agents
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AutoML emerges as a scalable, cost‑efficient approach to streamline financial forecasting across modern investment analytics.

#automatedmachinelearning
Evaluating Model Precision and Future Data Directions for Bankruptcy Prediction
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Oversampling improved every model’s performance, with the neural network and AutoML achieving superior recall and F‑scores.

#automatedmachinelearning
Model Design and Comparative Metrics for Bankruptcy Prediction in Imbalanced Datasets
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Correlation and outlier analysis revealed key bankruptcy indicators such as Debt Ratio %, Expenses/Assets, and Cash / Current Liability.

#automatedmachinelearning
Data Collection and Analysis for Machine Learning‑Based Bankruptcy Prediction
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Ensemble and gradient‑boosting methods performed best in prior studies, but even advanced models struggled with low default rates.

#automatedmachinelearning
Addressing Data Imbalance in Bankruptcy Prediction: Comparative Literature Insights
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Despite mixed predictive results, AutoML consistently performed best, and feature selection proved efficient without major accuracy loss. #automatedmachinelearning
Can Machines Spot Rising Stars? Exploring AI‑Driven Insight into Fallen Angel Bonds
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This article proves that quantum public‑key encryption from one‑way functions is impossible when using classical public keys and quantum ciphertexts.
#quantumcryptography
Black‑Box Separation for Quantum PKE from OWF with Classical Public Keys
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Users will no longer need to confine themselves to isolated bubbles. #mixedreality
Are 3D Holograms the Next Big Tech Leap?
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Developers everywhere are bringing bitcoin to the open-source apps we use every day. Time2Build is how value starts to move like information online. #bitcoin
When Value Moves Like Information: Why Developers Are Building Bitcoin Into Everyday Apps
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Exploring Brain-like Dragon Hatchling (BDH) — a new AI model that learns on the fly, adapts like a brain, and challenges the transformer era. #neuralnetworks
The Dragon Hatchling Learns to Fly: Inside AI’s Next Learning Revolution
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The project has already raised more than $17.6 million and onboarded over 17,300 holders, with Phase 6 of its structured presale now over 70% sold out. The MUTM #web3
Stablecoin Integration: A Major Catalyst for Growth
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This article distinguishes OCA‑proofness from SCP, showing the latter is a stronger collusion‑resistance notion. #blockchaineconomics
Comparing SCP and OCA in Transaction Fee Mechanisms: Core Differences and Results
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This article formalizes transaction fee mechanisms as single‑item auction models and defines payment, burn, and incentive rules. #transactionfeemechanisms
Foundational Models for DSIC, MMIC, and OCA‑Proof Cryptoeconomic Mechanisms
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This article surveys research linking incentive design, collusion resistance, and mechanism feasibility in blockchain auctions. #transactionfeemechanism
The Research Roots of Collusion‑Resistant Crypto Auctions
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This article proves that only trivial deterministic mechanisms can be DSIC, MMIC, and OCA‑proof at once. #blockchaineconomics
When Every Mechanism Burns: The Theoretical Boundaries of DSIC, MMIC, and OCA-Proof Design
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We show that OCA-proofness and SCP are distinct—SCP being strictly stronger—and that even randomized mechanisms suffer efficiency losses of up to 15.8%. #dataintegrity
The Limits of Incentive-Compatible and OCA-Proof Transaction Fee Mechanisms in Cryptocurrencies
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As cyber threats evolve, data integrity emerges as the ultimate prize learn why protecting truth is the future of security. #datasecurity
When Data Integrity Becomes the Ultimate Target
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Nvidia and TSMC produce the first U.S.-made Blackwell chip in Arizona, marking a major leap for American semiconductor and AI innovation. #nvidiablackwellchip
Nvidia and TSMC Produce the First U.S.-Made Blackwell Chip in Arizona
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Meta rolls out new AI Studio safeguards after backlash over “flirty” celebrity chatbots and concerns about teen safety online. #metaaistudio
Meta Adds Teen-Safety Controls Following “Flirty” AI Chatbot Scandal
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Stellantis partners with Pony.ai to develop self-driving Peugeot robotaxis in Europe, expanding its Dare Forward 2030 vision for smart, clean mobility. #autonomousvehicles
Stellantis and Pony.ai Team Up to Develop Robotaxis Across Europe
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Microsoft makes every Windows 11 PC an AI PC with “Hey Copilot,” adding voice and vision features for smarter, hands-free computing. #microsoftcopilot
Every Windows 11 PC Is Now an AI PC, Thanks to Microsoft’s Latest Update
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Beijing halts private stablecoin projects by tech giants, signaling tighter control as China pushes ahead with its digital yuan strategy. #cryptoregulation
China Tells Its Tech Giants to Halt Stablecoin Plans Amid Regulatory Review
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