C

Skill Entry

ChatGPT image-generation safety due diligence

Structures BBC reporting on June 17, 2026 about British AI security startup Mindgard red-teaming ChatGPT image generation into a safety, legal, and release-governance checklist. The workflow separates verified facts—Mindgard altered a widely shared humorous prompt so the latest public ChatGPT (GPT-5.4) generated sexualised or graphically violent images; founder Peter Garraghan (Lancaster University professor) said outputs were gruesome and sometimes sexualised without the prompt specifying subjects; researcher Jim Nightingale reported being shaken by results; BBC saw examples including titles like Grim crime scene aftermath and abandoned in fear and restraint; Mindgard first alerted OpenAI in May and received only an automated response before a partial block that was circumvented; OpenAI told BBC after contact it added safeguards and has layered image protections, automated systems, human review, and policies banning sexual violence, non-consensual intimate content, CSAM, and bypass attempts; Mindgard said small prompt changes still produced concerning content and prior research showed deepfake swaps remained possible; expert Rumman Chowdhury (Humane Intelligence) noted models lack human intent understanding; UK AI Security Institute previously found jailbreaks across tested systems; DSIT said safeguards are improving but more work remains—from internal image-model release decisions.

Category Security
Platform Generative image safety & red-team governance
Published 2026-06-17
chatgptimage-generationred-teaming

Use cases

  • Safety teams map BBC-reported bypass timeline against your image model release gates
  • Legal reviews non-consensual intimate imagery and sexual-violence policy language
  • Red-team programs compare Mindgard disclosure response to your vendor escalation SLAs
  • Product assesses whether innocent-looking prompts can trigger policy-violating outputs
  • Compliance tracks UK AI Security Institute and DSIT statements on ongoing jailbreak work

Key features

  • Extract BBC facts: June 17, Mindgard, GPT-5.4 public ChatGPT, May alert, post-BBC OpenAI action.
  • Document verified harm categories cited (sexual violence imagery, gore, deepfake face-swap history).
  • Separate OpenAI stated mitigations from Mindgard claim that circumvention persisted at reporting time.
  • Map your image API policies, human review, and automated filters against BBC-described layers.
  • Publish memo: verified reporting, retest triggers (OpenAI changelog, independent red-team retests).

When to Use This Skill

  • After BBC or vendor disclosures on ChatGPT image-generation bypasses
  • Before shipping consumer image features citing single-vendor assurances only
  • When executives assume prompt filters fully prevent sexualised or violent outputs

Expected Output

ChatGPT image-safety due-diligence memo separating verified BBC/Mindgard facts from internal release and monitoring decisions.

Frequently Asked Questions

Did BBC publish the exploit prompt?
No—the BBC explicitly says it is not disclosing what researchers typed into ChatGPT.
Which model did Mindgard test?
BBC reports the public ChatGPT using OpenAI's GPT-5.4 model at the time of testing.
How does this differ from OWASP LLM Top 10 review?
OWASP skill covers broad LLM risks; this skill tracks a specific June 2026 BBC image-generation red-team disclosure.

Related

Related

3 Indexed items

Samsung ChatGPT Enterprise and Codex deployment due diligence

Operations

Structures AI News reporting on June 24, 2026 about Samsung Electronics expanding employee access to ChatGPT Enterprise and Codex into a security, procurement, and workforce-governance checklist. The workflow separates verified facts—OpenAI said deployment covers all Samsung Electronics employees in Korea and all Device eXperience employees worldwide; Samsung plans use across software development, marketing, product development, manufacturing, and other functions for search, drafting, idea development, data interpretation, and code work; rollout follows 2023 restrictions after sensitive internal information was uploaded to external AI; new access uses ChatGPT Enterprise with data protection, user access, and security controls; Codex supports code write/review/debug plus internal tools, websites, prototypes, and automated workflows; OpenAI said Codex has 5M+ weekly users and Korea Codex WAU grew nearly 800% since Feb 1, 2026; Harrison Kim (OpenAI Korea GM) called it one of OpenAI's largest enterprise deployments; October 2025 Samsung memory partnership for Stargate and Samsung SDS reseller/consulting links cited—from internal rollout decisions. AI News also cites Deloitte 66% productivity gains and 53% improved insights from enterprise AI adoption surveys.

OpenAI GPT-5.6 and ChatGPT Work due diligence

Operations

Structures Yahoo Tech (Axios) reporting on July 9, 2026 that OpenAI broadly released GPT-5.6 and launched ChatGPT Work into a rollout, security, and enterprise-spend checklist. The workflow separates verified facts—OpenAI released three GPT-5.6 flavors (Sol strongest, Luna for speed, Terra balanced for everyday work); Sol includes an ultra mode that works harder and delegates to submodels; CEO Sam Altman told CNBC Sol is 54% more token efficient on agentic coding tasks; ChatGPT Work gathers context across connected apps and files to create documents, spreadsheets, and presentations and can work across web, phones, and computers, first on Mac and Windows apps for all tiers with web to follow; rollout was staggered after a U.S. government request to delay; Altman said many changes followed a collaborative back and forth and called government technical capabilities impressive; Yahoo Tech notes tester sentiment that Anthropic Fable may have greater raw intelligence while GPT-5.6 is viewed as more reliable for regular tasks—from internal model-access and spend planning. Distinct from anthropic-fable-mythos-export-ban-lifted-due-diligence tracking export-control lift.

ChatGPT Enterprise spend controls due diligence

Operations

Turns Reuters-via-Yahoo Tech reporting on OpenAI's June 18, 2026 ChatGPT Enterprise analytics and spend-control launch into a finance, IT, and procurement checklist. The workflow separates verified product facts—global admin console visibility for ChatGPT and Codex credits, per-user/product/model breakdowns, usage trends, top users, workspace default credit limits, group limits with individual overrides, employee self-service usage views and credit requests, availability starting Thursday—from internal policy decisions your org must still make. It references Yahoo Tech (Reuters) that growing enterprise adoption by power users has drawn attention to escalating AI consumption costs and that OpenAI framed the release as helping manage costs and track credit usage.