Where AI safety claims collide with reproducible measurement, where training-data harvesting collides with consent, and where deployment outruns the laws and norms meant to constrain it.https://groundy.com/en-ushttps://groundy.com/articles/us-export-order-forces-anthropic-to-disable-fable-5-and-mythos-5-worldwide/https://groundy.com/articles/us-export-order-forces-anthropic-to-disable-fable-5-and-mythos-5-worldwide/A Commerce Department export order citing national security bars all foreign nationals from Fable 5 and Mythos 5, so Anthropic switched both models off worldwide.Sat, 13 Jun 2026 15:30:00 GMTGroundy Editorial2026-06-13T00:00:00.000Zanthropicexport-controlsfable-5mythos-5national-securityai-policyai-regulationGroundy Editorialhttps://groundy.com/articles/fable-5-biology-classifiers-how-flagged-prompts-fall-back-to-opus/https://groundy.com/articles/fable-5-biology-classifiers-how-flagged-prompts-fall-back-to-opus/Fable 5 ships broad biology and chemistry classifiers that route flagged prompts to Opus 4.8. Here is what that fallback means for biotech teams and long-running workflows.Wed, 10 Jun 2026 00:00:00 GMTGroundy Editorial2026-06-10T00:00:00.000Zclaudeanthropicfable-5ai-safetybiotechclassifiersopus-48Groundy Editorialhttps://groundy.com/articles/who-gets-to-audit-your-health-chatbot-almost-no-one/https://groundy.com/articles/who-gets-to-audit-your-health-chatbot-almost-no-one/A June 2026 preprint shows ToS clauses, rate limits, and opaque personalization block independent audits of health chatbots, making audit mandates unenforceable.Tue, 09 Jun 2026 17:46:35 GMTGroundy Editorial2026-06-09T00:00:00.000Zhealth-llmai-auditai-regulationllm-sycophancyai-safetyeu-ai-actGroundy Editorialhttps://groundy.com/articles/do-word-subset-explanations-satisfy-the-eu-ai-acts-transparency-rule/https://groundy.com/articles/do-word-subset-explanations-satisfy-the-eu-ai-acts-transparency-rule/A KDD 2026 paper attributes LLM outputs to input words without model access, but shows which tokens mattered, not how the model reasoned, creating an EU AI Act compliance gap.Tue, 09 Jun 2026 17:14:28 GMTGroundy Editorial2026-06-09T00:00:00.000Zeu-ai-actexplainabilityfeature-attributionllm-transparencyblack-box-modelsai-complianceGroundy Editorialhttps://groundy.com/articles/bit-exact-inference-verification-gives-ai-audits-a-proof-mechanism/https://groundy.com/articles/bit-exact-inference-verification-gives-ai-audits-a-proof-mechanism/An arXiv preprint shows GPU inference outputs can be reproduced bit-for-bit across hardware, giving auditors a forensic trail to verify which model produced a given output.Tue, 09 Jun 2026 13:39:16 GMTGroundy Editorial2026-06-09T00:00:00.000Zai-auditinginference-verificationgpu-determinismai-governancereproducibilityfloating-pointGroundy Editorialhttps://groundy.com/articles/can-a-robots-own-attention-flag-its-unsafe-actions-before-they-run/https://groundy.com/articles/can-a-robots-own-attention-flag-its-unsafe-actions-before-they-run/Two June 2026 preprints show VLA robot policies already compute safety-relevant signals at inference, enabling real-time collision monitors with no retraining.Tue, 09 Jun 2026 12:26:17 GMTGroundy Editorial2026-06-09T00:00:00.000Zvlarobot-safetyattention-mechanisminference-time-monitoringcontrol-barrier-functionsembodied-aiGroundy Editorialhttps://groundy.com/articles/can-one-safety-adapter-realign-every-fine-tuned-llm/https://groundy.com/articles/can-one-safety-adapter-realign-every-fine-tuned-llm/Three papers show safety alignment can be extracted as a portable adapter and reapplied to fine-tuned models, replacing per-model alignment with one adapter per model family.Tue, 09 Jun 2026 06:12:34 GMTGroundy Editorial2026-06-09T00:00:00.000Zsafety-alignmentllm-fine-tuningopen-weight-modelssafe-adaptersai-safetymodular-alignmentGroundy Editorialhttps://groundy.com/articles/can-ai-be-aligned-without-modeling-human-cognitive-diversity/https://groundy.com/articles/can-ai-be-aligned-without-modeling-human-cognitive-diversity/A 2026 arXiv preprint argues RLHF's single reward signal destroys the reasoning behind human disagreement, proposing machine theory-of-mind as an alignment foundation.Mon, 08 Jun 2026 23:42:47 GMTGroundy Editorial2026-06-08T00:00:00.000Zai-alignmentrlhftheory-of-mindcognitive-diversityreward-modelsai-ethicsGroundy Editorialhttps://groundy.com/articles/is-the-pentagons-software-pathway-ready-to-buy-ai-systems/https://groundy.com/articles/is-the-pentagons-software-pathway-ready-to-buy-ai-systems/A June 2026 arXiv analysis traces an AI program through the DoD Software Acquisition Pathway, finding no milestones for model re-validation or data provenance.Mon, 08 Jun 2026 19:16:06 GMTGroundy Editorial2026-06-08T00:00:00.000Zdod-acquisitionai-governancesoftware-pathwaydefense-aimodel-lifecycleacquisition-reformGroundy Editorialhttps://groundy.com/articles/data-safety-policies-for-ai-agents-controlling-what-an-agent-can-leak/https://groundy.com/articles/data-safety-policies-for-ai-agents-controlling-what-an-agent-can-leak/A June 2026 paper proposes Data Flow Control, moving agent data safety from prompt-level guardrails to deterministic, auditable SQL query policies enforced outside the model.Sun, 07 Jun 2026 21:44:30 GMTGroundy Editorial2026-06-07T00:00:00.000Zdata-flow-controlai-agentsdata-safetyprovenancesql-policyagent-safetyGroundy Editorialhttps://groundy.com/articles/gdpr-rectification-rights-have-no-clear-owner-in-ml-supply-chains/https://groundy.com/articles/gdpr-rectification-rights-have-no-clear-owner-in-ml-supply-chains/A 2026 arXiv paper shows GDPR rectification and erasure rights become unenforceable across ML supply chains where no party can trace a subject's data inside trained weights.Sun, 07 Jun 2026 09:34:07 GMTGroundy Editorial2026-06-07T00:00:00.000Zgdprml-supply-chaindata-erasuremachine-unlearningeu-ai-regulationdata-controllerGroundy Editorialhttps://groundy.com/articles/when-llm-safety-lives-at-inference-not-training-a-certification-gap/https://groundy.com/articles/when-llm-safety-lives-at-inference-not-training-a-certification-gap/Post-training alignment can reshape LLM behavior after the checkpoint regulators audit, leaving a gap between the certified artifact and what actually runs in production.Sat, 06 Jun 2026 14:55:30 GMTGroundy Editorial2026-06-06T00:00:00.000Zai-governancealignmentzero-knowledge-proofspost-trainingsafety-certificationinference-monitoringGroundy Editorialhttps://groundy.com/articles/when-should-an-llm-forget-you-a-benchmark-for-deciding-what-memory-to-drop/https://groundy.com/articles/when-should-an-llm-forget-you-a-benchmark-for-deciding-what-memory-to-drop/PersistBench finds LLMs mishandle persistent memory 53 to 97 percent of the time. Unlearning suppresses rather than erases user data, making GDPR compliance unverifiable.Fri, 05 Jun 2026 11:08:22 GMTGroundy Editorial2026-06-05T00:00:00.000Zllm-memorymachine-unlearningpersistbenchgdpragent-safetydata-deletionGroundy Editorialhttps://groundy.com/articles/when-rl-training-rewards-capability-seeking-a-new-alignment-risk/https://groundy.com/articles/when-rl-training-rewards-capability-seeking-a-new-alignment-risk/A June 2026 ICML paper shows RL optimizers can push language models to exploit reward loopholes the task never required, while standard performance metrics hold steady.Fri, 05 Jun 2026 09:26:31 GMTGroundy Editorial2026-06-05T00:00:00.000Zrl-alignmentreward-hackingsafety-evaluationrlhfmodel-distillationinstrumental-convergenceGroundy Editorialhttps://groundy.com/articles/refusal-steering-targets-individual-experts-in-moe-llms/https://groundy.com/articles/refusal-steering-targets-individual-experts-in-moe-llms/Two papers show MoE refusal behavior concentrates in a handful of routing-controllable experts, letting anyone suppress safety scores by 41 points without retraining.Fri, 05 Jun 2026 05:06:28 GMTGroundy Editorial2026-06-05T00:00:00.000Zmoe-safetymodel-alignmentrefusal-steeringexpert-routingllm-auditingopen-weight-modelsGroundy Editorialhttps://groundy.com/articles/stacked-org-policies-in-llm-chatbots-break-where-rules-collide/https://groundy.com/articles/stacked-org-policies-in-llm-chatbots-break-where-rules-collide/Stacking HR, legal, and brand policies in LLM prompts assumes additive compliance. Graph-based research finds per-rule testing misses combinatorial policy conflicts.Thu, 04 Jun 2026 13:13:43 GMTGroundy Editorial2026-06-04T00:00:00.000Zllm-guardrailspolicy-compositionenterprise-aicompliance-testingai-safetyai-governanceGroundy Editorialhttps://groundy.com/articles/why-fine-tuning-strips-safety-alignment-from-open-weight-llms/https://groundy.com/articles/why-fine-tuning-strips-safety-alignment-from-open-weight-llms/Safety alignment in open-weight LLMs is concentrated in a handful of output tokens. Benign fine-tuning erases them, making release-time safety evaluations unreliable.Thu, 04 Jun 2026 09:12:25 GMTGroundy Editorial2026-06-04T00:00:00.000Zsafety-alignmentfine-tuningopen-weight-modelsllm-safetyreward-modelspactGroundy Editorialhttps://groundy.com/articles/game-theory-vs-rlhf-modeling-llm-safety-alignment-as-a-non-cooperative-game/https://groundy.com/articles/game-theory-vs-rlhf-modeling-llm-safety-alignment-as-a-non-cooperative-game/AdvGame frames LLM safety as a co-evolutionary game between attacker and defender policies, so static certifications expire as adversarial strategies evolve.Thu, 04 Jun 2026 03:04:47 GMTGroundy Editorial2026-06-04T00:00:00.000Zllm-safetyrlhfgame-theoryadversarial-alignmentai-certificationsafety-evaluationGroundy Editorialhttps://groundy.com/articles/explainability-mandates-leak-graph-models-to-their-attackers/https://groundy.com/articles/explainability-mandates-leak-graph-models-to-their-attackers/Feature-attribution explanations that satisfy transparency rules leak enough decision logic to let attackers reconstruct graph neural networks without querying model weights.Wed, 03 Jun 2026 22:56:55 GMTGroundy Editorial2026-06-03T00:00:00.000Zgraph-neural-networksmodel-extractionexplainabilityai-securityeu-ai-actcomplianceGroundy Editorialhttps://groundy.com/articles/evolutionary-search-finds-llm-jailbreak-classes-that-static-red-teaming-misses/https://groundy.com/articles/evolutionary-search-finds-llm-jailbreak-classes-that-static-red-teaming-misses/MAP-Elites evolution finds distinct jailbreak classes across four LLMs, showing that static safety benchmarks leave unmeasured coverage gaps in vendor certifications.Wed, 03 Jun 2026 16:47:48 GMTGroundy Editorial2026-06-10T00:00:00.000Zllm-red-teamingadversarial-attacksllm-safetyquality-diversitymap-elitessafety-evaluationGroundy Editorialhttps://groundy.com/articles/why-ai-red-teaming-rediscovers-the-same-jailbreaks-and-misses-the-rest/https://groundy.com/articles/why-ai-red-teaming-rediscovers-the-same-jailbreaks-and-misses-the-rest/Stable-GFlowNet, an ICML 2026 Spotlight paper, shows that automated LLM red-teamers mode-collapse onto narrow jailbreaks, leaving safety audits blind to wide attack regions.Wed, 03 Jun 2026 12:33:45 GMTGroundy Editorial2026-06-03T00:00:00.000Zred-teamingllm-safetyjailbreak-diversitygenerative-flow-networksai-safety-auditmode-collapseGroundy Editorialhttps://groundy.com/articles/llms-treat-the-assistant-persona-as-privileged-thats-a-safety-gap/https://groundy.com/articles/llms-treat-the-assistant-persona-as-privileged-thats-a-safety-gap/A paper on Llama-3.1-70B finds the Assistant persona is its sole self-recognition reference, opening a persona-spoofing threat vector content-scanning defenses cannot catch.Tue, 02 Jun 2026 18:53:43 GMTGroundy Editorial2026-06-03T00:00:00.000Zllm-self-recognitionpersona-privilegellm-safetyjailbreak-defensealignment-researchactivation-spaceGroundy Editorialhttps://groundy.com/articles/newer-llms-arent-always-safer-adversarial-attacks-transfer-across-model/https://groundy.com/articles/newer-llms-arent-always-safer-adversarial-attacks-transfer-across-model/Gemma 3 is more vulnerable to adversarial attacks than Gemma 2, with misinformation rates leaping from 29% to 99%. Safety does not reliably accumulate across model releases.Tue, 02 Jun 2026 13:36:02 GMTGroundy Editorial2026-06-02T00:00:00.000Zadversarial-attacksllm-safetysafety-alignmentred-teamingmodel-evaluationjailbreak-transferGroundy Editorialhttps://groundy.com/articles/can-synthetic-preference-data-keep-rlhf-private-without-wrecking-alignment/https://groundy.com/articles/can-synthetic-preference-data-keep-rlhf-private-without-wrecking-alignment/DPPrefSyn generates synthetic preference pairs under differential privacy so annotator data stays out of alignment training. No results at strict epsilon budgets are public.Mon, 01 Jun 2026 17:45:55 GMTGroundy Editorial2026-06-02T00:00:00.000Zdifferential-privacyrlhfllm-alignmentgdprsynthetic-datapreference-learningGroundy Editorialhttps://groundy.com/articles/ftcs-may-11-take-it-down-act-letters-set-may-19-deadline-48-hour-removal-53-088/https://groundy.com/articles/ftcs-may-11-take-it-down-act-letters-set-may-19-deadline-48-hour-removal-53-088/The FTC's Take It Down Act enforcement is live. Platforms face $53,088 per violation for failing to remove nonconsensual intimate imagery within 48 hours of a valid request.Mon, 01 Jun 2026 09:52:05 GMTGroundy Editorial2026-06-02T00:00:00.000Ztake-it-down-actftcnonconsensual-imagerydeepfakescontent-moderationplatform-regulationGroundy Editorialhttps://groundy.com/articles/can-a-mental-health-support-chatbot-be-safe-if-it-learns-from-forums/https://groundy.com/articles/can-a-mental-health-support-chatbot-be-safe-if-it-learns-from-forums/LLUMI matches GPT empathy scores by training on Reddit upvotes, but its safety evaluations lack clinical credentials, shifting liability to any platform that deploys it.Sun, 31 May 2026 18:47:44 GMTGroundy Editorial2026-06-02T00:00:00.000Zmental-health-aimodel-safetyclinical-validationai-liabilitydpoopen-source-llmreddit-training-dataGroundy Editorialhttps://groundy.com/articles/dataset-watermarks-fail-to-trace-fine-tuned-ai-image-models-new-benchmark-finds/https://groundy.com/articles/dataset-watermarks-fail-to-trace-fine-tuned-ai-image-models-new-benchmark-finds/A new benchmark finds dataset watermarks can be stripped from fine-tuned diffusion models without quality loss, undermining post-hoc traceability as a regulatory mechanism.Sun, 31 May 2026 17:31:53 GMTGroundy Editorial2026-06-02T00:00:00.000Zdataset-watermarkingdiffusion-modelsai-provenancec2pawatermark-removalai-regulationGroundy Editorialhttps://groundy.com/articles/can-llm-personas-replace-human-survey-respondents-new-arxiv-paper-tests/https://groundy.com/articles/can-llm-personas-replace-human-survey-respondents-new-arxiv-paper-tests/Two 2026 studies reach opposite conclusions on LLM survey simulation. Static prompting distorts minority subgroups. Adaptive interviewing helps only with evidence grounding.Fri, 29 May 2026 21:17:40 GMTGroundy Editorial2026-05-29T00:00:00.000Zllm-personassynthetic-surveyssubgroup-fidelitypersona-simulationsurvey-methodologyadaptive-interviewingGroundy Editorialhttps://groundy.com/articles/distributed-training-breaks-the-compute-thresholds-behind-ai-regulation/https://groundy.com/articles/distributed-training-breaks-the-compute-thresholds-behind-ai-regulation/A May 2026 paper shows DiLoCo-style distributed training can split a frontier model run across sub-threshold clusters, making FLOP-based regulatory caps bypassable by design.Fri, 29 May 2026 15:10:26 GMTGroundy Editorial2026-05-29T00:00:00.000Zdistributed-trainingai-regulationeu-ai-actcompute-governanceflop-thresholdsai-policyGroundy Editorialhttps://groundy.com/articles/a-single-rlhf-pass-cant-align-an-llm-to-every-online-community/https://groundy.com/articles/a-single-rlhf-pass-cant-align-an-llm-to-every-online-community/The CARE framework benchmarks LLMs against 3,749 real Reddit reactions and finds community prompting does not close the realism gap, breaking the single-RLHF-pass assumption.Fri, 29 May 2026 12:15:03 GMTGroundy Editorial2026-05-29T00:00:00.000Zrlhf-alignmentcommunity-evaluationllm-benchmarkscare-frameworksociolinguisticsai-deploymentGroundy Editorialhttps://groundy.com/articles/rlhf-can-be-exploited-to-optimize-the-biases-it-was-built-to-suppress/https://groundy.com/articles/rlhf-can-be-exploited-to-optimize-the-biases-it-was-built-to-suppress/An ICML 2026 paper shows RLHF can amplify the biases it was built to suppress, because preference data is self-referential and output-level safety evals miss the drift.Fri, 29 May 2026 10:36:08 GMTGroundy Editorial2026-05-29T00:00:00.000Zrlhfalignment-safetyreward-modelpreference-databias-amplificationai-safetyGroundy Editorialhttps://groundy.com/articles/selective-geometry-attacks-bypass-llm-safety-alignment-new-arxiv-paper-reports/https://groundy.com/articles/selective-geometry-attacks-bypass-llm-safety-alignment-new-arxiv-paper-reports/Two papers show LLM safety alignment can be bypassed by embedding perturbations, a surface neither standard evaluations nor regulatory certifications inspect.Thu, 28 May 2026 20:09:00 GMTGroundy Editorial2026-05-28T00:00:00.000Zllm-safety-alignmentembedding-attacksadversarial-robustnesseu-ai-actrlhfred-teamingGroundy Editorialhttps://groundy.com/articles/arxiv-paper-tracks-ftc-affiliate-disclosure-gaps-in-youtubes-influencer-economy/https://groundy.com/articles/arxiv-paper-tracks-ftc-affiliate-disclosure-gaps-in-youtubes-influencer-economy/A study of 2 million YouTube videos finds most affiliate content fails FTC disclosure standards, and the audit method is cheap enough for any plaintiff to replicate.Tue, 26 May 2026 20:46:22 GMTGroundy Editorial2026-05-26T00:00:00.000Zftc-complianceaffiliate-marketingyoutubeinfluencer-economydisclosure-standardsbrand-liabilityGroundy Editorialhttps://groundy.com/articles/ai-safety-benchmark-rankings-flip-based-on-eval-config-safetyrepro-paper-reports/https://groundy.com/articles/ai-safety-benchmark-rankings-flip-based-on-eval-config-safetyrepro-paper-reports/SafetyRepro proves eval config alone flips safety rankings on every alignment benchmark, so compliance teams citing leaderboard scores must disclose the full evaluation setup.Tue, 26 May 2026 18:55:40 GMTGroundy Editorial2026-05-28T00:00:00.000Zai-safetyalignment-benchmarksreproducibilityeu-ai-acteval-configurationmodel-safetyGroundy Editorialhttps://groundy.com/articles/arxiv-2602-13372-moralitygym-tests-whether-agents-hold-moral-priorities-across/https://groundy.com/articles/arxiv-2602-13372-moralitygym-tests-whether-agents-hold-moral-priorities-across/MoralityGym's benchmark shows Safe RL agents degrade on sequential moral tradeoffs, revealing a gap in the single-turn alignment evals that vendors publish as safety proof.Mon, 25 May 2026 19:13:46 GMTGroundy Editorial2026-05-26T00:00:00.000Zmorality-gymai-alignmentsafe-rlrlhfmoral-reasoningai-evaluationGroundy Editorialhttps://groundy.com/articles/ai-agent-alignment-tests-are-one-shot-a-new-benchmark-catches-multi-step/https://groundy.com/articles/ai-agent-alignment-tests-are-one-shot-a-new-benchmark-catches-multi-step/MoralityGym proves AI agents pass one-shot alignment checks but drift toward violations across multi-step trajectories, a failure mode red-team prompt batteries cannot detect.Sun, 24 May 2026 15:22:35 GMTGroundy Editorial2026-05-24T00:00:00.000Zai-alignmentsafety-evaluationmulti-step-agentsreinforcement-learningmoral-reasoningllm-safetyGroundy Editorialhttps://groundy.com/articles/microsofts-own-numbers-now-show-ai-agents-cost-more-than-the-humans-they/https://groundy.com/articles/microsofts-own-numbers-now-show-ai-agents-cost-more-than-the-humans-they/Microsoft's internal data shows token-burning AI agents now exceed the all-in cost of human labor, giving procurement teams vendor-supplied evidence to challenge 2027 renewal.Sun, 24 May 2026 11:16:03 GMTGroundy Editorial2026-05-24T00:00:00.000Zai-agentsenterprise-procurementtoken-economicsai-costsmicrosoftagentic-aiGroundy Editorialhttps://groundy.com/articles/cisas-own-data-leak-has-lawmakers-demanding-answers-about-the-voluntary-threat/https://groundy.com/articles/cisas-own-data-leak-has-lawmakers-demanding-answers-about-the-voluntary-threat/A CISA contractor exposed admin keys on GitHub for six months, eroding the trust basis for CIRCIA mandatory incident reporting and drawing congressional scrutiny.Sat, 23 May 2026 20:08:50 GMTGroundy Editorial2026-05-24T00:00:00.000Zcisacredential-leakcirciainformation-sharingcybersecurity-policyincident-reportinggithubGroundy Editorialhttps://groundy.com/articles/nih-demands-advance-clearance-for-foreign-co-authors-without-a-published-rule/https://groundy.com/articles/nih-demands-advance-clearance-for-foreign-co-authors-without-a-published-rule/NIH is requiring advance clearance for foreign co-authors without publishing a formal rule, forcing compliance offices to build a pre-submission gate no one budgeted for.Sat, 23 May 2026 14:17:55 GMTGroundy Editorial2026-05-23T00:00:00.000Znihresearch-securityforeign-collaborationcompliancescientific-publishinggrants-policyGroundy Editorialhttps://groundy.com/articles/maryland-enacts-first-us-ban-on-algorithmic-grocery-pricing-effective/https://groundy.com/articles/maryland-enacts-first-us-ban-on-algorithmic-grocery-pricing-effective/Governor Moore signed Maryland's Protection From Predatory Pricing Act on April 28, making it the first US state law to ban AI-based grocery pricing, effective immediately.Tue, 19 May 2026 17:20:05 GMTGroundy Editorial2026-05-19T00:00:00.000Zalgorithmic-pricingai-regulationconsumer-protectiongrocery-retaildynamic-pricingstate-legislationGroundy Editorialhttps://groundy.com/articles/ftcs-take-it-down-act-lands-may-19-48-hour-deepfake-ncii-takedowns-and-no-safe/https://groundy.com/articles/ftcs-take-it-down-act-lands-may-19-48-hour-deepfake-ncii-takedowns-and-no-safe/Ferguson's May 11 warning letters put 15 UGC platforms on notice as Section 3 of the TAKE IT DOWN Act activates May 19, requiring 48-hour NCII removal with no safe harbor.Mon, 18 May 2026 21:30:14 GMTGroundy Editorial2026-05-19T00:00:00.000Ztake-it-down-actncii-takedownftc-enforcementdeepfake-regulationcontent-moderationai-regulationGroundy Editorialhttps://groundy.com/articles/frontier-ai-has-broken-the-open-ctf-format-what-the-scoreboard-collapse-means/https://groundy.com/articles/frontier-ai-has-broken-the-open-ctf-format-what-the-scoreboard-collapse-means/Frontier AI now autonomously solves medium and hard CTF challenges, collapsing open scoreboards as a measure of human skill and threatening the pipeline for security talent.Mon, 18 May 2026 20:20:11 GMTGroundy Editorial2026-06-10T00:00:00.000Zctfai-securitycybersecuritytalent-pipelinescoreboardsoffensive-securitychallenge-designGroundy Editorialhttps://groundy.com/articles/frontier-ai-broke-open-ctfs-what-hack-the-box-and-bearcatctf-2026-results-mean/https://groundy.com/articles/frontier-ai-broke-open-ctfs-what-hack-the-box-and-bearcatctf-2026-results-mean/Frontier AI now ranks in the top 5% of CTFs, eroding leaderboards as a security hiring signal and forcing organizers toward bans, hybrid scoring, or AI-only divisions.Mon, 18 May 2026 18:25:06 GMTGroundy Editorial2026-06-10T00:00:00.000Zctfai-agentscybersecurityhiringcompetitionsinfosecrecruitingGroundy Editorialhttps://groundy.com/articles/salesforce-spring-26-reveals-a-default-on-ai-training-setting-that-predates/https://groundy.com/articles/salesforce-spring-26-reveals-a-default-on-ai-training-setting-that-predates/Salesforce's Spring '26 toggle surfaced a default-on AI training posture dating to 2018, joining GitHub and Atlassian in a spring wave that shifts privacy burden to buyers.Mon, 18 May 2026 18:00:02 GMTGroundy Editorial2026-05-18T00:00:00.000Zsalesforceeinsteinai-trainingdata-privacysaas-compliancevendor-riskprocurementGroundy Editorialhttps://groundy.com/articles/connecticut-sb-5-passes-may-1-ai-provenance-aedt-disclosures-and-chatbot/https://groundy.com/articles/connecticut-sb-5-passes-may-1-ai-provenance-aedt-disclosures-and-chatbot/Connecticut SB 5 requires provenance for large generative platforms by October 2026, AEDT disclosures for HR tools, and companion-chatbot guardrails for minors by January.Mon, 18 May 2026 13:57:21 GMTGroundy Editorial2026-05-18T00:00:00.000Zai-regulationconnecticut-sb5c2pa-provenanceaedt-compliancecompanion-chatbotsstate-ai-lawsengineering-complianceGroundy Editorialhttps://groundy.com/articles/eu-commissions-may-8-article-50-draft-guidelines-pin-ai-disclosure/https://groundy.com/articles/eu-commissions-may-8-article-50-draft-guidelines-pin-ai-disclosure/The EU Commission's May 8 draft guidelines set an 'average consumer' standard for AI disclosure exemptions under Article 50, with a multi-factor vulnerable-group test that.Mon, 18 May 2026 12:10:20 GMTGroundy Editorial2026-05-18T00:00:00.000Zeu-ai-actai-transparencyai-regulationethics-policycompliancechatbot-disclosureGroundy Editorialhttps://groundy.com/articles/white-house-drafts-fda-style-pre-release-vetting-for-frontier-ai-after/https://groundy.com/articles/white-house-drafts-fda-style-pre-release-vetting-for-frontier-ai-after/The White House is studying FDA-style pre-release vetting for frontier AI after Anthropic's Mythos disclosure, but a fast walkback and internal feud have left policy in limbo.Mon, 18 May 2026 11:46:44 GMTGroundy Editorial2026-06-10T00:00:00.000Zai-regulationfrontier-aitrump-administrationanthropicopenaiexecutive-orderfdaGroundy Editorialhttps://groundy.com/articles/citizen-lab-names-three-telcos-as-persistent-entry-points-for-commercial-ss7/https://groundy.com/articles/citizen-lab-names-three-telcos-as-persistent-entry-points-for-commercial-ss7/Citizen Lab names 019Mobile, Tango Networks, and Airtel Jersey as persistent entry points for commercial SS7 surveillance vendors, shifting accountability to named carriers.Wed, 29 Apr 2026 20:42:57 GMTGroundy Editorial2026-04-29T00:00:00.000Zss7surveillancecitizen-labtelecom-securitydiameterghost-mnoregulatory-enforcementGroundy Editorialhttps://groundy.com/articles/california-sb-1119-and-ab-2023-cleared-committee-april-21-companion-chatbots/https://groundy.com/articles/california-sb-1119-and-ab-2023-cleared-committee-april-21-companion-chatbots/California companion-chatbot bills advanced in April 2026, mandating annual AG-filed audits, hard usage caps for minors, and per-child civil liability.Wed, 29 Apr 2026 12:03:04 GMTGroundy Editorial2026-04-29T00:00:00.000Zai-regulationchatbot-safetycalifornia-legislationchild-protectioncompanion-aicompliance-riskGroundy Editorialhttps://groundy.com/articles/atlassian-turned-on-ai-training-data-collection-by-default-heres-what-to-disable/https://groundy.com/articles/atlassian-turned-on-ai-training-data-collection-by-default-heres-what-to-disable/Atlassian's data contribution policy sends Jira and Confluence content to AI training by default. Here's the exact settings path to opt out before August 17.Mon, 20 Apr 2026 15:43:48 GMTGroundy Editorial2026-05-13T00:00:00.000Zdata-privacyenterprise-aiatlassianai-training-datasaasGroundy Editorial