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◬ AI & Machine Learning Apr 07, 2026
ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning

arXiv:2604.03595v1 Announce Type: new Abstract: Vertical split learning (SL) enables collaborative model training across parties holding complementary features without sharing raw data, but recent wor…

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
SecPI: Secure Code Generation with Reasoning Models via Security Reasoning Internalization

arXiv:2604.03587v1 Announce Type: new Abstract: Reasoning language models (RLMs) are increasingly used in programming. Yet, even state-of-the-art RLMs frequently introduce critical security vulnerabil…

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
CIPHR: Cryptography Inspired IP Protection through Fine-Grain Hardware Redaction

arXiv:2604.03560v1 Announce Type: new Abstract: Hardware intellectual property (IP) in the globalized integrated circuit (IC) supply chain is exposed to a wide range of confidentiality and integrity a…

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
AEGIS: Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU Systems

arXiv:2604.03425v1 Announce Type: new Abstract: Fully Homomorphic Encryption (FHE) enables privacy-preserving Transformer inference, but long-sequence encrypted Transformers quickly exceed single-GPU …

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
Security Analysis of Universal Circuits as a Mechanism for Hardware Obfuscation

arXiv:2604.03396v1 Announce Type: new Abstract: Universal Circuits (UCs) offer a promising approach to hardware Intellectual Property (IP) obfuscation, leveraging cryptographic principles to hide both…

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
Design and Implementation of an Open-Source Security Framework for Cloud Infrastructure

arXiv:2604.03331v1 Announce Type: new Abstract: Misconfiguration, excessive privilege, and tool fragmentation remain the main reasons why enterprise cloud environments are breached. Recent reports on …

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
AICCE: AI Driven Compliance Checker Engine

arXiv:2604.03330v1 Announce Type: new Abstract: For digital infrastructure to be safe, compatible, and standards-aligned, automated communication protocol compliance verification is crucial. Neverthel…

arXiv Security Read →
◬ AI & Machine Learning Apr 07, 2026
AIs can now often do massive easy-to-verify SWE tasks and I've updated towards shorter timelines

I've recently updated towards substantially shorter AI timelines and much faster progress in some areas. [1] The largest updates I've made are (1) an almost 2x higher probability of full AI R&D automa…

AI Alignment Forum Read →
◬ AI & Machine Learning Apr 07, 2026
Any Custom Frontend with Gradio's Backend
Hugging Face Read →
◬ AI & Machine Learning Apr 06, 2026
The one piece of data that could actually shed light on your job and AI

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Within Silicon Valley’s orbit, an AI-fueled jobs apocalypse is…

MIT Tech Review AI Read →
◬ AI & Machine Learning Apr 06, 2026
Security Systems Supercharged: 5 Critical AI Threat Detection Shifts in 2026 - TechnoSports Media Group

Security Systems Supercharged: 5 Critical AI Threat Detection Shifts in 2026 TechnoSports Media Group

TechnoSports Media Group Read →
◬ AI & Machine Learning Apr 06, 2026
AI is changing how small online sellers decide what to make

For years Mike McClary sold the Guardian LTE Flashlight, a heavy-duty black model, online through his small outdoor brand. The product, designed for brightness and durability, became one of his most p…

MIT Tech Review AI Read →
◬ AI & Machine Learning Apr 06, 2026
AI security firm, depthfirst, announces $40 million Series A - TechCrunch

AI security firm, depthfirst, announces $40 million Series A TechCrunch

TechCrunch Read →
◬ AI & Machine Learning Apr 06, 2026
Machine Learning for Cybersecurity: Best Practices and Tips - Simplilearn.com

Machine Learning for Cybersecurity: Best Practices and Tips Simplilearn.com

Simplilearn.com Read →
◬ AI & Machine Learning Apr 06, 2026
Google AI Edge Gallery

Google AI Edge Gallery Terrible name, really great app: this is Google's official app for running their Gemma 4 models (the E2B and E4B sizes, plus some members of the Gemma 3 family) directly on your…

Simon Willison Read →
◬ AI & Machine Learning Apr 06, 2026
Coupled Control, Structured Memory, and Verifiable Action in Agentic AI (SCRAT -- Stochastic Control with Retrieval and Auditable Trajectories): A Comparative Perspective from Squirrel Locomotion and Scatter-Hoarding

arXiv:2604.03201v1 Announce Type: new Abstract: Agentic AI is increasingly judged not by fluent output alone but by whether it can act, remember, and verify under partial observability, delay, and str…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models

arXiv:2604.03157v1 Announce Type: new Abstract: The recent advancements in Vision Language Models (VLMs) have demonstrated progress toward true intelligence requiring robust reasoning capabilities. Be…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
Automatic Textbook Formalization

arXiv:2604.03071v1 Announce Type: new Abstract: We present a case study where an automatic AI system formalizes a textbook with more than 500 pages of graduate-level algebraic combinatorics to Lean. T…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

arXiv:2604.03016v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) are evolving from passive observers into active agents, solving problems through Visual Expansion (invoking vis…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking

arXiv:2604.02971v1 Announce Type: new Abstract: Recent agentic search systems have made substantial progress by emphasising deep, multi-step reasoning. However, this focus often overlooks the challeng…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models

arXiv:2604.02967v1 Announce Type: new Abstract: Recent Large Reasoning Models (LRMs) like DeepSeek-R1 have demonstrated remarkable success in complex reasoning tasks, exhibiting human-like patterns in…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
AgentHazard: A Benchmark for Evaluating Harmful Behavior in Computer-Use Agents

arXiv:2604.02947v1 Announce Type: new Abstract: Computer-use agents extend language models from text generation to persistent action over tools, files, and execution environments. Unlike chat systems,…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
Analysis of Optimality of Large Language Models on Planning Problems

arXiv:2604.02910v1 Announce Type: new Abstract: Classic AI planning problems have been revisited in the Large Language Model (LLM) era, with a focus of recent benchmarks on success rates rather than p…

arXiv AI Read →
◬ AI & Machine Learning Apr 06, 2026
Multi-Turn Reinforcement Learning for Tool-Calling Agents with Iterative Reward Calibration

arXiv:2604.02869v1 Announce Type: new Abstract: Training tool-calling agents with reinforcement learning on multi-turn tasks remains challenging due to sparse outcome rewards and difficult credit assi…

arXiv AI Read →
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