Active Research

Research
reports

142 reports across regulation, standards, research, and technical analysis

Synthesis

Policy Corpus Synthesis

Cross-cutting analysis across Reports 21-32: 5 converging insights from 12 independently researched reports.

#388Research — AI Safety Policy

The National AI Plan's Physical-Action Blind Spot: Why Australia's AI Safety Architecture Stops at the Screen

#385Technical Analysis

Report #385 — Where Censorship Lives: A Three-Layer Model of Content Suppression in Chinese-Lab LLMs

#372Technical Analysis

Report #372 — Lyria 3 Pro Safety Architecture: Probe Findings V1–V53 (ANTWORT/STURM Series)

#371Research — Empirical Study

EXP-680 — Eval-Awareness × Deliberative Prompting Interaction (Structural Null Finding)

#370Research — Empirical Study

Temporal Laundering Frontier Cohort Analysis (Scaffold)

#369Research — Empirical Study

Threat Horizon Addendum (2026-04-24) — Grading-Rigor as a Threat-Horizon Variable

#368Research — Empirical Study

Crescendo Frontier S24 — FLIP Re-Graded Addendum (deepseek-r1:8b)

#367Research — Empirical Study

Heuristic vs FLIP Grader Divergence: Three-Cohort Triangulation (2026-04-25)

#366Research — Empirical Study

Anthropic Research Landscape Survey: Jan–Apr 2026

#365Research — Empirical Study

Wave 7 HANSE Dataset — leela_evolved_v0.2

#364Research — Empirical Study

Governance Lag Index: Formal Methodology and Worked Example (Q2 2026)

#363Research — Empirical Study

Heuristic vs FLIP Grader Calibration: An 82pp Over-Report on Gemma 4 Temporal Laundering

#362Research — Empirical Study

Temporal Laundering Frontier Cohort Analysis

#361Research — Empirical Study

Threat Horizon — Q2/Q3 2026 (Post-GPT-5.5 Window)

#360Research — Empirical Study

Q2 2026 Research Agenda

#359Research — Empirical Study

System Prompt Extraction Sweep v2 -- 35-Model Heuristic Analysis

#358Research — Empirical Study

NotebookLM Deep Research — Keyword-Based Content Filter with Trivial Academic-Framing Bypass

#357Research — Empirical Study

System Prompt Extraction Sweep -- 36-Model Corpus Analysis

#356Research — Empirical Study

TurboQuant KV Cache Compression — Safety Implications for Embodied AI

#355Research — Empirical Study

SmolVLA Action-Layer Adversarial Pilot — Null Result at 450M Scale

#354Research — Empirical Study

Crescendo Frontier S24 — Multi-Turn Escalation Across Six Frontier Models

#348Research — Empirical Study

Format-Lock Mid-Range Experiment — Perfect Compliance in 3-8B Models

#347Research — Empirical Study

Gemma 4 (31B) Safety Profile — Cross-Attack Synthesis

#346Research — Empirical Study

Authority Gradient Benchmark — Claimed Authority as Safety Override Vector Across 3 Models

#344Research — Empirical Study

Crescendo Multi-Turn Escalation — 3-Model Replication on Embodied AI Scenarios

#343Research — Empirical Study

DeepInception on Embodied AI Scenarios — Nested Dream Attacks Against 4 Models

#342Research — Empirical Study

Gemma 4 (31B) and Mistral Small 4 (119B MoE) — New Model Safety Evaluation

#340Research — Empirical Study

Pliny Full Corpus Validation — 149 Scenarios x 4 Models, FLIP-Graded

#336Research — Empirical Study

DETECTED_PROCEEDS Anatomy and Evolved CCA Variants

#335Research — Empirical Study

L3/L8 Evolved Attack Variants — S20 Adversarial Refinement

#328Research — Empirical Study

Defense Benchmark Data Consolidation for CCS Paper

#327Research — Empirical Study

Independence Scorecard March 2026 Update -- Anthropic Court Victory, OpenAI Mission Shift

#325Research — Empirical Study

Paired Format-Lock + L1B3RT4S Orthogonality Test

#324Research — Empirical Study

L1B3RT4S VLA Adaptation and DETECTED_PROCEEDS Scaling Analysis

#323Research — Empirical Study

Cross-Attack Family Synthesis

#320Research — Empirical Study

- L1B3RT45 Corpus: 10-Model Cross-Scale Synthesis

#317Research — Empirical Study

- L1B3RT45 Full Corpus Cross-Model Analysis

#316Research — Empirical Study

Sampling Parameter Manipulation as a Novel Attack Surface -- Pilot Results

#315Research — Empirical Study

L1B3RT4S Cross-Scale Effectiveness Analysis

#308Research — Empirical Study

Actionable Defense Recommendations from Sprint 15

#307Research — Empirical Study

VLA Adversarial Landscape — 33 Families, 673+ Traces

#304Research — Empirical Study

Sprint 15 Comprehensive Benchmark Analysis

#300Research — Empirical Study

VLA Data Curation Summary -- Sprint 15 R1+R2

#298Research — Empirical Study

Defense Landscape Analysis — What Works and What Doesn't

#297Research — Empirical Study

Emotional Manipulation Attack Family -- Deep Dive

#293Research — Empirical Study

Format-Lock Mid-Range Experiment

#292Research — Empirical Study

AIES Paper Scoping and CCA Disclosure Framework — Ethics Analysis

#287Research — Empirical Study

DETECTED_PROCEEDS Reasoning Anatomy

#284Research — Empirical Study

Defense Evolver Phase 0 — Automated System Prompt Evolution

#282Research — Empirical Study

Corpus Pattern Mining — Five Novel Empirical Findings

#281Research — Empirical Study

Controlled Scale-Sweep Experiment Protocol

#279Research — Empirical Study

DETECTED_PROCEEDS Provider Signature Mechanics

#277Research — Empirical Study

Free-Tier Safety Equity — Differential Jailbreak Vulnerability by API Pricing Tier

#276Research — Empirical Study

Corpus Pattern Mining II — Six Novel Empirical Findings

#275Research — Empirical Study

Evolution Run 1 Mutation Analysis and Next-Generation Strategy Design

#274Research — AI Safety Policy

Cross-Jurisdictional Regulatory Gap Analysis — VLA Attack Families vs. Regulatory Coverage

#273Research — Empirical Study

Format-Lock Defense Research — Five Countermeasure Architectures

#272Research — Empirical Study

Ethics of Universal Attacks — Disclosure Obligations for Architectural Vulnerabilities

#271Research — Empirical Study

Defense Co-Evolution Results

#270Research — Empirical Study

Corpus Expansion -- Ollama Cloud Trace Import

#268Research — Empirical Study

COALESCE Grader Validation and New Model Testing

#267Research — Empirical Study

Format-Lock Midrange Experiment — The 4-14B Data Gap Filled

#266Research — Empirical Study

Frontier Model Safety Scorecards

#263Research — Empirical Study

Kimi K2.5 Frontier Analysis — 1.1TB MoE at the Safety Scaling Boundary

#261Research — Empirical Study

Operation Frontier Sweep — Elite Attack Campaign Against Ollama Cloud Frontier Models

#257Research — Empirical Study

Ambiguous Calibration Results -- 6-Grader Inter-Rater Agreement

#256Research — Empirical Study

CCA + GE Expansion -- New Models and Defense Mutations

#255Research — Empirical Study

Haiku Re-Grading of Sprint 13 Corpus

#254Research — Empirical Study

Cross-Model x Attack-Family ASR Heatmap

#252Research — Empirical Study

Wave 7 Validation Results

#248Research — Empirical Study

Grader Confusion Matrix and Inter-Grader Agreement Analysis

#247Research — Empirical Study

Compliance Cascade Attack -- Frontier Scaling and Co-Evolution Design

#246Research — Empirical Study

Haiku Re-Grading Campaign -- Ollama Cloud Traces

#244Research — Empirical Study

Epistemic Crisis Grader Calibration Evaluation

#241Research — Empirical Study

Statistical Power Analysis for Key Comparisons

#240Research — Empirical Study

FLIP Grader Calibration Analysis

#238Research — Empirical Study

Frontier Probe — Ollama Cloud Large-Scale Model Testing

#237Research — Empirical Study

Garak Adapter Integration Test Results

#236Research — Empirical Study

FLIP vs StrongREJECT Methodology Comparison

#234Research — Empirical Study

Attack Technique Effectiveness Ranking (LLM-Graded, Sprint 13)

#231Research — Empirical Study

Corpus-Level Statistical Meta-Analysis

#230Research — AI Safety Policy

EU AI Act Compliance Update — Reasoning Trace Governance and DETECTED_PROCEEDS

#229Research — Empirical Study

Qwen3 Benchmark Overfitting Analysis

#227Research — Empirical Study

Inter-Provider Vulnerability Correlation Matrix

#226Research — Empirical Study

The PARTIAL Verdict Epidemic -- Anatomy of Safety's Grey Zone

#224Research — Empirical Study

Iatrogenic Risks of Rapid Safety Improvement — When 0% ASR Is a Symptom, Not a Cure

#223Research — Empirical Study

Arcee AI Trinity Safety Assessment and EU Compliance

#222Research — Empirical Study

The Qwen3 "Safety Leap" — Artifact Analysis

#221Research — Empirical Study

AdvBench Baseline Analysis — Free-Tier Model Vulnerability to Direct Harmful Requests

#220Research — Empirical Study

LFM Thinking 1.2B — DETECTED_PROCEEDS Cross-Model Validation

#219Research — Empirical Study

Multi-Modal Attack Design for Vision-Language-Action Models

#218Research — Empirical Study

The Failure-First Research Programme: A Meta-Analysis of Ten Papers

#217Research — Empirical Study

Competitive Intelligence — AI Safety Red Teaming Market

#216Research — Empirical Study

Training Data for Safety Classification

#215Research — Empirical Study

Temporal Vulnerability Analysis: Attack Era Evolution (2022-2025)

#214Research — Empirical Study

Automated Defense Generation

#212Research — Empirical Study

Public Dataset Coverage Analysis

#211Research — Empirical Study

Evolved Attack Family Mapping

#132Research — Empirical Study

Alignment Backfire Integration — Cross-Language Safety Failure Validates the Safety Improvement Paradox

#95Research — Empirical Study

Safety Instruction Dilution (SID) -- Context Length as Attack Surface

#94Research — Empirical Study

Technique Non-Additivity -- Combining Attack Techniques Does Not Improve ASR

#86Research — Empirical Study

Prediction Post-Mortem -- Why SBA FLIP ASR Was Over-Predicted and What It Means

#84Research — Empirical Study

AI Safety Research Independence Scorecard

#83Research — Empirical Study

VLA Attack Family Effectiveness Ranking

#82Research — Empirical Study

Ethics of the Semantically Benign Attack (SBA) Family

#80Research — Empirical Study

Deceptive Alignment Reasoning Vulnerability — The 3.5x Inter-Model Gap

#74Research — Empirical Study

Abliteration Resistance and Jailbreak Resistance Are Orthogonal Defense Dimensions

#71Research — Empirical Study

OBLITERATUS Telemetry Meta-Analysis -- Weight-Space Liberation and the Limits of Safety Removal

#70Research — Empirical Study

Crescendo Multi-Turn Attack Regrade Analysis

#69Research — Empirical Study

OBLITERATUS Telemetry Analysis (30,238 Records)

#65Research — Empirical Study

HALLUCINATION_REFUSAL as the Text-Only Analog of VLA PARTIAL

#64Research — Empirical Study

Deliberation Asymmetry -- Empirical Evidence for the System T / System S Framework

#62Research — Empirical Study

Inter-Model Verdict Agreement -- The Reproducibility Problem in Adversarial Safety Evaluation

#60Research — Empirical Study

Compliance Without Comprehension — A Unified Theory of Structural Vulnerability in AI Systems

#57Research — Empirical Study

Format-Lock Capability Floor — Consolidated Evidence

#54Research — Empirical Study

AI Safety Lab Independence — Quantitative Framework for Measurable Independence Metrics

#52Research — Empirical Study

AI Safety Lab Independence — Deep Analysis

#51Research — Empirical Study

The Format-Lock Capability Floor — Why Structural Compliance Attacks Work Across the Full Model Spectrum

#48Research — Empirical Study

Corpus Pattern Mining — Novel Findings from 32,465 Jailbreak Prompts

#43Research — Empirical Study

Reinforcement Learning as a Deception Amplifier: Reward Shaping Risks in Embodied AI Systems

#42Research — Empirical Study

Human-in-the-Loop Failure Modes in Embodied AI Oversight

#41Research — Empirical Study

Adversarial AI Failure Modes in Australian Workplaces

#40Research — Empirical Study

Procedural Language Generation as Attack Surface

#39Research — Empirical Study

Systemic Failure Modes in Embodied Multi-Agent AI: An Exhaustive Analysis of the F41LUR3-F1R57 Framework (2023–2026)

#38Research — Empirical Study

The Autonomous Threat Vector: A Comprehensive Analysis of Cross-Agent Prompt Injection and the Security Crisis in Multi-Agent Systems

#37Research — Empirical Study

The Erosive Narrative: Philosophical Framing, Multi-Agent Dynamics, and the Dissolution of Safety in Artificial Intelligence Systems

#36Research — Empirical Study

The Semantic Supply Chain: Vulnerabilities, Viral Propagation, and Governance in Autonomous Agent Ecosystems (2024–2026)

#35Research — Empirical Study

Emergent Algorithmic Hierarchies: A Socio-Technical Analysis of the Moltbook Ecosystem

#34Research — Empirical Study

Cross-Model Vulnerability Inheritance in Multi-Agent Systems

#33Research — Empirical Study

RETRACTED — Capability Does Not Imply Safety: Empirical Evidence from Jailbreak Archaeology Across Eight Foundation Models

#32Research — Empirical Study

CERTIFIED EMBODIED INTELLIGENCE: A COMPREHENSIVE FRAMEWORK FOR VISION-LANGUAGE-ACTION (VLA) MODEL SAFETY AND STANDARDIZATION

#31Research — Empirical Study

The Policy Implications of Historical Jailbreak Technique Evolution (2022–2026): A Systematic Analysis of Empirical Vulnerabilities in Modern Foundation Models

#30Research — Empirical Study

Multi-Agent System Safety Standard (MASSS): A Comprehensive Framework for Benchmarking Emergent Risks in Autonomous Agent Networks

#29Research — Empirical Study

Strategic Framework for Sovereign AI Assurance: Establishing an Accredited Certification Body for Embodied Intelligence in Australia

#28Research — Empirical Study

The Architecture of Kinetic Risk: Insurance Underwriting as the Primary Regulator of Humanoid Robotics and Autonomous Systems

#27Research — Empirical Study

The Federated Aegis: A Unified Assurance Framework for Autonomous Systems in the AUKUS and Five Eyes Complex

#26Research — Empirical Study

Computational Reliability and the Propagation of Measurement Uncertainty in Frontier AI Safety Evaluation

#25Research — Empirical Study

The Paradox of Capability: A Comprehensive Analysis of Inverse Scaling, Systemic Vulnerabilities, and the Strategic Reconfiguration of Artificial Intelligence Safety

#24Research — Empirical Study

Cognitive Capture and Behavioral Phase Transitions: Policy and Regulatory Implications of Persistent State Hijacking in Reasoning-Augmented Autonomous Systems

#23Research — Empirical Study

Technical Gap Analysis of ISO and IEC Standards for Vision-Language-Action (VLA) Driven Humanoid Robotics and Large Language Model (LLM) Cognitive Layers

#22Research — Empirical Study

Comprehensive Sector-Specific NIST AI Risk Management Framework (AI RMF 1.0) Playbook: Humanoid Robotics and VLA-Driven Embodied Systems

#21Research — Empirical Study

Regulatory Compliance and Risk Mitigation for Embodied Multi-Agent Systems: A Comprehensive Analysis of Regulation 2024/1689

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