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importantSYS.SOURCE: TechCrunch• 2026-10-08T16:00:00Z

Goodfire Introduces Inside-Out AI Monitoring System for Cost-Effective Rogue Agent Detection

Goodfire introduces inside-out AI monitoring that detects rogue agents by analyzing internal model computations at a fraction of traditional costs. The system uses probes to tap into existing calculations, reducing expenses while maintaining high detection rates for malicious activities.

Goodfire just launched what it says is a cheaper way to keep AI agents in check: Instead of paying a second AI to read everything an agent does, its monitors peek inside the model while it works and only call in backup when something looks fishy.

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> OPEN-SOURCE ADOBE LIGHTROOM ALTERNATIVE WITH ON-DEVICE AI FOR CROSS-PLATFORM PHOTO EDITING> INTERACTIVE SIMULATION OF ELIZABETH HOLMES' THERANOS WORKSPACE REVEALED> GLOBAL $1.8B INITIATIVE FOR AI-READY BIOLOGICAL DATA> ADHD AS A CIRCADIAN RHYTHM DISORDER: EVIDENCE AND CHRONOTHERAPY IMPLICATIONS> OPENAI SAFETY RESEARCHERS CONTEST MISCONDUCT ALLEGATIONS, CITE CULTURAL CHILLING EFFECTS> THE ROLE OF SMALL TALK IN FACILITATING SENSITIVE CONVERSATIONS> FBI IDENTIFIES CHINA-LINKED HACKERS EXPLOITING VULNERABILITIES TO STEAL EMAILS FROM SOUTHEAST ASIAN INSTITUTIONS> NETFLIX'S 'THE ALTRUISTS' EXPLORES THE FTX SCANDAL THROUGH DRAMA AND REAL-LIFE CHARACTERS> BEN AFFLECK DEMONSTRATES DEEP AI EXPERTISE IN FILMMAKING AND TECHNICAL INTERVIEWS> ARENA AI LEADERBOARD ACHIEVES $3.1B VALUATION AFTER 10 MONTHS> OPEN-SOURCE ADOBE LIGHTROOM ALTERNATIVE WITH ON-DEVICE AI FOR CROSS-PLATFORM PHOTO EDITING> INTERACTIVE SIMULATION OF ELIZABETH HOLMES' THERANOS WORKSPACE REVEALED> GLOBAL $1.8B INITIATIVE FOR AI-READY BIOLOGICAL DATA> ADHD AS A CIRCADIAN RHYTHM DISORDER: EVIDENCE AND CHRONOTHERAPY IMPLICATIONS> OPENAI SAFETY RESEARCHERS CONTEST MISCONDUCT ALLEGATIONS, CITE CULTURAL CHILLING EFFECTS> THE ROLE OF SMALL TALK IN FACILITATING SENSITIVE CONVERSATIONS> FBI IDENTIFIES CHINA-LINKED HACKERS EXPLOITING VULNERABILITIES TO STEAL EMAILS FROM SOUTHEAST ASIAN INSTITUTIONS> NETFLIX'S 'THE ALTRUISTS' EXPLORES THE FTX SCANDAL THROUGH DRAMA AND REAL-LIFE CHARACTERS> BEN AFFLECK DEMONSTRATES DEEP AI EXPERTISE IN FILMMAKING AND TECHNICAL INTERVIEWS> ARENA AI LEADERBOARD ACHIEVES $3.1B VALUATION AFTER 10 MONTHS