1. Blacksec

    Memory Poisoning 2026: The Write That Outlives the Session

    Hey hackers - the memory poisoning of 2026 is a single adversarial write that outlives the session, the prompt, and often the vendor's own filters. A memory poisoning attack in 2026 needs no direct memory access - the agent writes the payload itself, then retrieves it next Tuesday without you in...
  2. Blacksec

    MCP Supply Chain 2026: One STDIO Interface to Rule Them All

    Hey hackers - the mcp supply chain of 2026 is one STDIO interface, ten CVEs, and a protocol vendor calling arbitrary command execution expected behavior. An mcp supply chain attack in 2026 does not need a memory corruption bug - it needs a JSON field called command, an argument called args, and...
  3. Blacksec

    Mistral Jailbreaks 2026: Small Models, Thin Guards

    Hey hackers - the mistral jailbreak of 2026 runs through thin guard stacks, bilingual chat surfaces, and a persona trick that flips refusals at the cost of one sentence. A mistral jailbreak in 2026 is rarely one bug - it is a chain: extract, override, tool, exfil, with every hop hosted and...
  4. Blacksec

    Qwen Jailbreaks 2026: Bilingual Guards, Real Gaps

    Hey hackers - the qwen jailbreak of 2026 splits along the same line the model does: English guardrails tuned hard, Chinese surfaces tuned harder, and every seam between them tuned by whoever published last. A qwen jailbreak in 2026 is a measurement problem first - the public numbers disagree by...
  5. Blacksec

    Copilot Jailbreaks 2026: When The Bot Holds Your Files

    Hey hackers - the copilot jailbreak class of 2026 is not prompt theater anymore: three high-profile CVEs in twelve months, one of them a persistent memory backdoor that left no audit trail, and an enterprise assistant sitting inside the tenant reading mail, files, and calendars. Every copilot...
  6. Blacksec

    Grok Jailbreaks 2026: The Loose Guard Problem

    Hey hackers - the grok jailbreak story of 2026 is less about clever prompts and more about a vendor that has not patched a documented bypass in months while the payload quietly exfiltrates chat history through rendered links. A grok jailbreak in 2026 does not need a novel technique when the...
  7. Blacksec

    Gemini Jailbreaks 2026: Grounding, Tools And Bypasses

    Hey hackers - the gemini jailbreak of 2026 runs through Deep Thinking's reasoning channel, its retrieval surface, and a Google vulnerability policy that publicly scopes prompt jailbreaks out of its bug bounty - three surfaces, one target, zero excuses. A gemini jailbreak campaign in 2026 picks...
  8. Blacksec

    ChatGPT Jailbreaks 2026: Where The Guardrails Hold

    Hey hackers - the chatgpt jailbreak of 2026 is a moving target, because the product changed shape under the guardrails: refusals became safe-completions, reasoning models gained filter layers, and the interesting breaks now live in multi-turn games instead of one-shot magic strings. A chatgpt...
  9. Blacksec

    Jailbreaking DeepSeek 2026: Open Weights, Open Rules

    Hey hackers - the deepseek jailbreak surface of 2026 is the friendliest door in the market: open weights, exposed chain-of-thought, and a two-year-old DAN variant that still walks through the front. A deepseek jailbreak campaign does not need novel research, because the model ships with more...