SourceJun 25, 20262026-06-254 minVerified
GUI Agents Must Stop at Sensitive Screens
Why GUI agents should hand control to users on sensitive screens, beyond task success alone.
SourceMay 29, 20262026-05-294 minVerified
SCDBench Shifts Smart Contract Decompilation Toward Semantic Evaluation
SCDBench argues smart contract decompilation should be judged by semantic equivalence, not just source-like Solidity.
SourceMar 27, 20262026-03-275 minVerified
When AI Coding Quality Depends on Task Conditions
AI-generated code quality varies by task and prompt, so security, maintainability, and risk checks matter more than speed alone.
SourceMar 27, 20262026-03-275 minVerified
RAG Security Risks From Combined Injection And Poisoning
Examines security risks in RAG when prompt injection and database poisoning combine across retrieval and indexing.
CommunityMar 12, 20262026-03-125 minVerified
Cash vs Unlimited AI Access: ROI Decision Framework
Compare monthly cash vs future unlimited generative AI using ROI, including review, security, and policy-compliance costs.
SourceMar 7, 20262026-03-074 minVerified
Memory Admission Control for Reliable LLM Agents
A practical look at memory admission control for LLM agents, reducing long-term memory pollution while improving auditability and metrics.
CommunityMar 6, 20262026-03-064 minVerified
Designing AI Coding Quota Markets Under Terms Constraints
If/Then guide to AI coding quota marketplaces: structure roles, avoid key-transfer violations, and add SSDF-style verification.
SourceMar 5, 20262026-03-054 minVerified
PlugMem Plugin Memory Cuts Context Bloat, Adds Risk
PlugMem externalizes long-term memory as a plug-in to reduce retrieval bloat and relevance loss, while highlighting persistent injection risks.
CommunityMar 4, 20262026-03-045 minVerified
Margins And Risks In LLM Reseller Layer Services
How LLM reseller-layer services create margin via caching, batch, pricing design, and what security, logs, and compliance issues buyers must verify.
GuideFeb 16, 20262026-02-165 minVerified
Choosing Korean LLMs: Data Retention, Training, And Region
Korean LLM adoption now hinges on training opt-in, retention exceptions, and in-region storage vs processing, not model names.
CommunityFeb 14, 20262026-02-144 minVerified
How AI Coding Shifts CS Toward Verification
As AI coding tools improve, CS learning shifts from writing code to understanding, verification, design, and security.
CommunityFeb 4, 20262026-02-042 minVerified
Addressing Security Vulnerabilities in AI Generated Code and Development
With 40% of AI-generated code having vulnerabilities, developers must shift from writing to reviewing and validating code.
NewsFeb 4, 20262026-02-043 minVerified
Securing Autonomous Agents Beyond Prompt Guardrails With Boundary Controls
Establish boundary-based AI governance to control autonomous agent actions beyond prompt guardrails and secure assets.
NewsJan 23, 20262026-01-232 minVerified
Google Fast Pair Vulnerability WhisperPair Allows Audio Hijacking Attacks
Discover the WhisperPair vulnerability in Google Fast Pair and essential security steps to prevent Bluetooth audio hijacking.