LinkedIn adds new checks for fake profiles and work histories
2 sources 3 min
Requirement-Bound Verified Commissioning: A Frozen Four-Billion-Parameter Local Model as a Candidate Generator under an External Acceptance Layer with Verification and Release Authority
SoK: You Find What You Seek: Rethinking Oracles, Guidance, and Input Generation in Hardware Fuzzing
Emergent Collusion in Long-Horizon LLM Agent Interaction
AI Hallucinations Nearly Triggered a US-China Military Confrontation
4 min
U.S. military nearly boarded a Chinese ship over a hallucinated AI intelligence report
Trust, but Validate the Instrument: Auditing AI-Generated RTL Verification Plans on Authored Security-Regression Proxies
Verifiable by Construction: Claim-Level Evaluation of Verbatim Citation in Clinical Question Answering
1
The Model Proposes, the Code Disposes: A Pre-Registered Ablation of a Verifier-and-Acceptance Stage in an LLM-Orchestrated Offensive-Security Agent
OmniHarness: Harnessing Generalizable Visual Generation via Symbolic Policy Learning
1
OpenMatter Network Realigns Leadership Team to Accelerate Global Commercial Growth
2 sources 4 min
Beyond Solver Verdicts: Generative Reward Models for Autoformalization
1
C*: Unifying Programming and Verification in C
1
MathKernel: An evidence-aware multi-engine mathematics kernel and MCP server
Troy Hunt
4 min1
Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents
A Cautionary Tale About Data Breach Claims, Verification and Carhartt
