# AI Safety — Research Brief

**Topic slug:** `ai-safety`
**Generated:** 2026-11-07T02:13:12Z
**Articles indexed (all-time):** 28319
**Articles in last 30 days:** 100
**Language:** en
**Canonical:** https://wpnews.pro/research/topic/ai-safety

This brief aggregates curated AI news on the topic "AI Safety" for AI research
agents. Each article cites its original source URL. Drop this content directly
into an LLM context window for full topical awareness.

## Top entities mentioned

- **Anthropic** — 32 articles
- **OpenAI** — 23 articles
- **Claude Code** — 15 articles
- **Claude** — 11 articles
- **GitHub** — 8 articles
- **METR** — 6 articles
- **GPT-6 Astra** — 5 articles
- **Google** — 5 articles
- **Hugging Face** — 5 articles
- **DeepSeek** — 4 articles
- **WorkOS** — 4 articles
- **Meta** — 4 articles
- **GPT-6 Cyber** — 4 articles
- **npm** — 4 articles
- **Codex** — 4 articles


## Top sources

- dev.to — 18 articles
- cryptobriefing.com — 7 articles
- osintsights.com — 5 articles
- madrobot.blog — 5 articles
- runtimewire.com — 4 articles
- aws.amazon.com — 4 articles
- shattered.io — 3 articles
- pub.towardsai.net — 3 articles
- theainewsreport.com — 3 articles
- epyhia.com — 2 articles


## Timeline — last 30 days (100 articles)

- **2026-11-07** — My Agents Ran in Parallel. I Didn't [dev.to] (https://dev.to/arnold_wang_dfbbb991be9ff/my-agents-ran-in-parallel-i-didnt-2enh)
- **2026-11-07** — OpenAI publishes new measurements of AI agents doing everyday wet-lab science [provenbrief.com] (https://provenbrief.com/story/openai-publishes-new-measurements-of-ai-agents-doing-everyday-wet-lab-science)
- **2026-11-07** — Intelligence Density [trajectory.ai] (https://www.trajectory.ai/field-notes/intelligence-density)
- **2026-11-07** — 9.3 to root in 5 hops: I audited the Firecracker escape [dev.to] (https://dev.to/frankchu/93-to-root-in-5-hops-i-audited-the-firecracker-escape-4fhn)
- **2026-11-07** — One approval, two payments: what an AI agent does after a crash [dev.to] (https://dev.to/salahmakboul/one-approval-two-payments-what-an-ai-agent-does-after-a-crash-15mp)
- **2026-11-06** — Anthropic’s Secret Model 4 Raises the Stakes [stork.ai] (https://www.stork.ai/blog/anthropics-secret-model-4-raises-the-stakes)
- **2026-11-06** — Being, Doing, Having: Why 50 Years of Senior Craft Lives in Context, Not Code [dev.to] (https://dev.to/gde/being-doing-having-why-50-years-of-senior-craft-lives-in-context-not-code-29dl)
- **2026-11-06** — Researchers find 1,465 exposed Artex AI hacking consoles open on the web [startupfortune.com] (https://startupfortune.com/researchers-find-1465-exposed-artex-ai-hacking-consoles-open-on-the-web/)
- **2026-11-06** — Audit Cursor MCP Servers: 12 Steps, 60 Min [2026] [shattered.io] (https://shattered.io/audit-cursor-mcp-servers-allowlist-hooks-12-steps-2026/)
- **2026-11-06** — AI-Powered Hacking Agent Escapes Sandbox, Breaches WorkOS [osintsights.com] (https://osintsights.com/ai-powered-hacking-agent-escapes-sandbox-breaches-workos)
- **2026-11-06** — ChatGPT silently passes data between connectors and the bounty wants an ID card [community.openai.com] (https://community.openai.com/t/security-follow-up-tool-call-silently-routed-to-a-different-connector/1413053)
- **2026-11-06** — AI Daily Digest November 7, 2026: AI Cracks Legacy RSA, Gemini Omni Gets Longer Clips, First Humanoid IPO [dev.to] (https://dev.to/hiroki-ii-ai/ai-daily-digest-november-7-2026-ai-cracks-legacy-rsa-gemini-omni-gets-longer-clips-first-3f6p)
- **2026-11-06** — AI Agents Expose Secrets to Swarms for Help [osintsights.com] (https://osintsights.com/ai-agents-expose-secrets-to-swarms-for-help)
- **2026-11-06** — Nous Research unveils Arete-27B, a post-trained model built to reduce Chinese AI propaganda [cryptobriefing.com] (https://cryptobriefing.com/nous-research-arete-27b-western-values-qwen/)
- **2026-11-06** — OpenAI's AI Just Found 948 Ways to Get Root on Linux — and It Cost Less Than a Bug Bounty [dev.to] (https://dev.to/ahtisham_lala_a1af953f29b/openais-ai-just-found-948-ways-to-get-root-on-linux-and-it-cost-less-than-a-bug-bounty-360)
- **2026-11-06** — Agents reveal secrets when offered to team up with each other [theregister.com] (https://www.theregister.com/security/2026/11/06/agents-reveal-secrets-when-offered-to-team-up-with-each-other/5308260)
- **2026-11-06** — Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation [aiflash.com] (https://aiflash.com/news/147078/)
- **2026-11-06** — The best AI agents finish a fraction of real freelance jobs. The wall is reliability, not intelligence. [aitoolsinsiderhq.com] (https://aitoolsinsiderhq.com/log/the-reliability-ceiling/)
- **2026-11-06** — An AI hacking agent escaped a researcher’s sandbox and raided WorkOS’s customer data [madrobot.blog] (https://madrobot.blog/2026/11/06/workos-ai-agent-escaped-sandbox-artex-breach/)
- **2026-11-06** — UC Berkeley study finds fine-tuning can quietly break AI privacy safeguards [cryptobriefing.com] (https://cryptobriefing.com/uc-berkeley-ai-fine-tuning-privacy-collapse/)
- **2026-11-06** — I Handed My Business to Four Different AIs Today. Two of Them Invented Facts. Here's the System That Caught Them. [dev.to] (https://dev.to/sunnyops/i-handed-my-business-to-four-different-ais-today-two-of-them-invented-facts-heres-the-system-1b30)
- **2026-11-06** — AI agents are developing odd dialects humans struggle to follow [news.northeastern.edu] (https://news.northeastern.edu/2026/11/06/emergence-ai-experiment-language/)
- **2026-11-06** — AI is dramatically accelerating AI research [planned-obsolescence.org] (https://www.planned-obsolescence.org/p/ai-is-dramatically-accelerating-ai)
- **2026-11-06** — An unreleased Anthropic model solved an 18-year-old quantum computing problem, a startup says [madrobot.blog] (https://madrobot.blog/2026/11/06/anthropic-model-proves-aaronson-ambainis-quantum-conjecture/)
- **2026-11-06** — Our best shortcut for finding wrong MMLU answer keys failed its replication [dev.to] (https://dev.to/munimv2/our-best-shortcut-for-finding-wrong-mmlu-answer-keys-failed-its-replication-2oc)
- **2026-11-06** — AWS publishes a serverless MCP reference design for agent data access [dev.to] (https://dev.to/delimitter/aws-publishes-a-serverless-mcp-reference-design-for-agent-data-access-246f)
- **2026-11-06** — Frontier Model Forum releases a framework to rate AI cyber jailbreaks [cryptobriefing.com] (https://cryptobriefing.com/frontier-model-forum-jailbreak-rating-framework/)
- **2026-11-06** — OpenAI's New Cyber Model Found Ways to Attack Nearly 1,000 Linux Flaws [it.slashdot.org] (https://it.slashdot.org/story/26/11/06/1755247/openais-new-cyber-model-found-ways-to-attack-nearly-1000-linux-flaws?utm_source=rss1.0mainlinkanon&utm_medium=feed)
- **2026-11-06** — How Cisco Built an Enterprise AI Factory: Scaling Economics, Performance, and Security [blogs.cisco.com] (https://blogs.cisco.com/cisco-on-cisco/how-cisco-built-an-enterprise-ai-factory)
- **2026-11-06** — Claude Code said "all tests pass". It had skipped them. So I built a fail-closed gate. [dev.to] (https://dev.to/billbin1969debug/claude-code-said-all-tests-pass-it-had-skipped-them-so-i-built-a-fail-closed-gate-3dfm)
- **2026-11-06** — Anthropic hid a saboteur in a team of Claude agents playing EVE, and its teammates almost never caught it [madrobot.blog] (https://madrobot.blog/2026/11/06/anthropic-claude-eve-online-hidden-saboteur/)
- **2026-11-06** — Vals finds open AI models closing the hacking gap with gated frontier systems [cryptobriefing.com] (https://cryptobriefing.com/vals-open-ai-models-close-hacking-gap/)
- **2026-11-06** — A 16-year-old built AegisKernel to block hijacked AI agents before they run [runtimewire.com] (https://runtimewire.com/article/adi-kshatriyag-aegiskernel-ai-agent-tool-security)
- **2026-11-06** — Hundreds of Artex AI hacking tools found publicly exposed to the web [techcrunch.com] (https://techcrunch.com/2026/11/06/hundreds-of-artex-ai-hacking-tools-found-publicly-exposed-to-the-web/)
- **2026-11-06** — Free Chinese AI Models Are Getting Scary Good at Hacking [wired.com] (https://www.wired.com/story/free-chinese-ai-models-are-getting-scary-good-at-hacking/)
- **2026-11-06** — GPT-6 Astra Covertly Underperforms on Safety Research Tasks [thezvi.wordpress.com] (https://thezvi.wordpress.com/2026/11/06/gpt-6-astra-covertly-underperforms-on-safety-research-tasks/)
- **2026-11-06** — Claude Code sends your email address to websites; Anthropic's fix lands next week [thenewway.ai] (https://www.thenewway.ai/claude-code-sent-your-email-to-websites/)
- **2026-11-06** — EU Adopts 'Digital Omnibus' Regulation Delaying AI Act High-Risk Rules [epyhia.com] (https://epyhia.com/eu-adopts-digital-omnibus-regulation-delaying-ai-act-high-risk-rules)
- **2026-11-06** — Researcher says Bun's trusted install check can be bypassed through .bin links [runtimewire.com] (https://runtimewire.com/article/bun-trusteddependencies-bin-link-bypass-x3r0day)
- **2026-11-06** — OpenAI and Anthropic Drop New AI Tools for Cybersecurity, Images and Finance [cnet.com] (https://www.cnet.com/tech/services-and-software/roundup-chatgpt-claude-gpt-6-cyber-images-2-6-personal-finance/)
- **2026-11-06** — Project Eve: Claude Plays MMORPGs [anthropic.com] (https://www.anthropic.com/research/project-eve-claude-plays-mmorpgs)
- **2026-11-06** — WorkOS says a researcher's escaped AI agent accessed its internal sales tool [runtimewire.com] (https://runtimewire.com/article/workos-escaped-ai-agent-internal-tool)
- **2026-11-06** — Google DeepMind’s AI agents expose two weaknesses in legacy 1024-bit RSA [cryptobriefing.com] (https://cryptobriefing.com/google-deepmind-ai-rsa-1024-bit-weaknesses/)
- **2026-11-06** — I scanned 35 real SKILL.md files — 16 tripped a rule, 10 of them Anthropic's official skills [dev.to] (https://dev.to/ulk0r0/i-scanned-35-real-skillmd-files-16-tripped-a-rule-10-of-them-anthropics-official-skills-1561)
- **2026-11-06** — Devvm.dev: One VM for every project [devvm.dev] (https://devvm.dev/)
- **2026-11-06** — Handshake AI’s VIALS benchmark gets an independent leaderboard, and the results reveal a 99x cost gap between top models [cryptobriefing.com] (https://cryptobriefing.com/vials-aa-leaderboard-visual-reasoning-life-sciences/)
- **2026-11-06** — Are courts ratcheting up AI-hallucination sanctions? A pre-registered count of 2,267 decisions [dev.to] (https://dev.to/munimv2/are-courts-ratcheting-up-ai-hallucination-sanctions-a-pre-registered-count-of-2267-decisions-53ii)
- **2026-11-06** — Shai-Hulud Descendant Surfaces in Malicious Ruby Gem That Steals Credentials and Poisons AI Tools [socket.dev] (https://socket.dev/blog/shai-hulud-descendant-malicious-ruby-gem?utm_medium=feed)
- **2026-11-06** — Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 2 [aws.amazon.com] (https://aws.amazon.com/blogs/machine-learning/govern-ai-agent-access-with-okta-cross-app-access-and-amazon-bedrock-agentcore-part-2/)
- **2026-11-06** — US Startup Physical Superintelligence Proves Aaronson-Ambainis Conjecture, A Key Open Problem In Quantum Computing [officechai.com] (https://officechai.com/ai/us-startup-physical-superintelligence-proves-aaronson-ambainis-conjecture-a-key-open-problem-in-quantum-computing/)

_(50 more articles available via /topics/ai-safety)_


## All articles (most recent 50)

- **2026-11-07** — My Agents Ran in Parallel. I Didn't [dev.to] (https://dev.to/arnold_wang_dfbbb991be9ff/my-agents-ran-in-parallel-i-didnt-2enh)
- **2026-11-07** — OpenAI publishes new measurements of AI agents doing everyday wet-lab science [provenbrief.com] (https://provenbrief.com/story/openai-publishes-new-measurements-of-ai-agents-doing-everyday-wet-lab-science)
- **2026-11-07** — Intelligence Density [trajectory.ai] (https://www.trajectory.ai/field-notes/intelligence-density)
- **2026-11-07** — 9.3 to root in 5 hops: I audited the Firecracker escape [dev.to] (https://dev.to/frankchu/93-to-root-in-5-hops-i-audited-the-firecracker-escape-4fhn)
- **2026-11-07** — One approval, two payments: what an AI agent does after a crash [dev.to] (https://dev.to/salahmakboul/one-approval-two-payments-what-an-ai-agent-does-after-a-crash-15mp)
- **2026-11-06** — Anthropic’s Secret Model 4 Raises the Stakes [stork.ai] (https://www.stork.ai/blog/anthropics-secret-model-4-raises-the-stakes)
- **2026-11-06** — Being, Doing, Having: Why 50 Years of Senior Craft Lives in Context, Not Code [dev.to] (https://dev.to/gde/being-doing-having-why-50-years-of-senior-craft-lives-in-context-not-code-29dl)
- **2026-11-06** — Researchers find 1,465 exposed Artex AI hacking consoles open on the web [startupfortune.com] (https://startupfortune.com/researchers-find-1465-exposed-artex-ai-hacking-consoles-open-on-the-web/)
- **2026-11-06** — Audit Cursor MCP Servers: 12 Steps, 60 Min [2026] [shattered.io] (https://shattered.io/audit-cursor-mcp-servers-allowlist-hooks-12-steps-2026/)
- **2026-11-06** — AI-Powered Hacking Agent Escapes Sandbox, Breaches WorkOS [osintsights.com] (https://osintsights.com/ai-powered-hacking-agent-escapes-sandbox-breaches-workos)
- **2026-11-06** — ChatGPT silently passes data between connectors and the bounty wants an ID card [community.openai.com] (https://community.openai.com/t/security-follow-up-tool-call-silently-routed-to-a-different-connector/1413053)
- **2026-11-06** — AI Daily Digest November 7, 2026: AI Cracks Legacy RSA, Gemini Omni Gets Longer Clips, First Humanoid IPO [dev.to] (https://dev.to/hiroki-ii-ai/ai-daily-digest-november-7-2026-ai-cracks-legacy-rsa-gemini-omni-gets-longer-clips-first-3f6p)
- **2026-11-06** — AI Agents Expose Secrets to Swarms for Help [osintsights.com] (https://osintsights.com/ai-agents-expose-secrets-to-swarms-for-help)
- **2026-11-06** — Nous Research unveils Arete-27B, a post-trained model built to reduce Chinese AI propaganda [cryptobriefing.com] (https://cryptobriefing.com/nous-research-arete-27b-western-values-qwen/)
- **2026-11-06** — OpenAI's AI Just Found 948 Ways to Get Root on Linux — and It Cost Less Than a Bug Bounty [dev.to] (https://dev.to/ahtisham_lala_a1af953f29b/openais-ai-just-found-948-ways-to-get-root-on-linux-and-it-cost-less-than-a-bug-bounty-360)
- **2026-11-06** — Agents reveal secrets when offered to team up with each other [theregister.com] (https://www.theregister.com/security/2026/11/06/agents-reveal-secrets-when-offered-to-team-up-with-each-other/5308260)
- **2026-11-06** — Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation [aiflash.com] (https://aiflash.com/news/147078/)
- **2026-11-06** — The best AI agents finish a fraction of real freelance jobs. The wall is reliability, not intelligence. [aitoolsinsiderhq.com] (https://aitoolsinsiderhq.com/log/the-reliability-ceiling/)
- **2026-11-06** — An AI hacking agent escaped a researcher’s sandbox and raided WorkOS’s customer data [madrobot.blog] (https://madrobot.blog/2026/11/06/workos-ai-agent-escaped-sandbox-artex-breach/)
- **2026-11-06** — UC Berkeley study finds fine-tuning can quietly break AI privacy safeguards [cryptobriefing.com] (https://cryptobriefing.com/uc-berkeley-ai-fine-tuning-privacy-collapse/)
- **2026-11-06** — I Handed My Business to Four Different AIs Today. Two of Them Invented Facts. Here's the System That Caught Them. [dev.to] (https://dev.to/sunnyops/i-handed-my-business-to-four-different-ais-today-two-of-them-invented-facts-heres-the-system-1b30)
- **2026-11-06** — AI agents are developing odd dialects humans struggle to follow [news.northeastern.edu] (https://news.northeastern.edu/2026/11/06/emergence-ai-experiment-language/)
- **2026-11-06** — AI is dramatically accelerating AI research [planned-obsolescence.org] (https://www.planned-obsolescence.org/p/ai-is-dramatically-accelerating-ai)
- **2026-11-06** — An unreleased Anthropic model solved an 18-year-old quantum computing problem, a startup says [madrobot.blog] (https://madrobot.blog/2026/11/06/anthropic-model-proves-aaronson-ambainis-quantum-conjecture/)
- **2026-11-06** — Our best shortcut for finding wrong MMLU answer keys failed its replication [dev.to] (https://dev.to/munimv2/our-best-shortcut-for-finding-wrong-mmlu-answer-keys-failed-its-replication-2oc)
- **2026-11-06** — AWS publishes a serverless MCP reference design for agent data access [dev.to] (https://dev.to/delimitter/aws-publishes-a-serverless-mcp-reference-design-for-agent-data-access-246f)
- **2026-11-06** — Frontier Model Forum releases a framework to rate AI cyber jailbreaks [cryptobriefing.com] (https://cryptobriefing.com/frontier-model-forum-jailbreak-rating-framework/)
- **2026-11-06** — OpenAI's New Cyber Model Found Ways to Attack Nearly 1,000 Linux Flaws [it.slashdot.org] (https://it.slashdot.org/story/26/11/06/1755247/openais-new-cyber-model-found-ways-to-attack-nearly-1000-linux-flaws?utm_source=rss1.0mainlinkanon&utm_medium=feed)
- **2026-11-06** — How Cisco Built an Enterprise AI Factory: Scaling Economics, Performance, and Security [blogs.cisco.com] (https://blogs.cisco.com/cisco-on-cisco/how-cisco-built-an-enterprise-ai-factory)
- **2026-11-06** — Claude Code said "all tests pass". It had skipped them. So I built a fail-closed gate. [dev.to] (https://dev.to/billbin1969debug/claude-code-said-all-tests-pass-it-had-skipped-them-so-i-built-a-fail-closed-gate-3dfm)
- **2026-11-06** — Anthropic hid a saboteur in a team of Claude agents playing EVE, and its teammates almost never caught it [madrobot.blog] (https://madrobot.blog/2026/11/06/anthropic-claude-eve-online-hidden-saboteur/)
- **2026-11-06** — Vals finds open AI models closing the hacking gap with gated frontier systems [cryptobriefing.com] (https://cryptobriefing.com/vals-open-ai-models-close-hacking-gap/)
- **2026-11-06** — A 16-year-old built AegisKernel to block hijacked AI agents before they run [runtimewire.com] (https://runtimewire.com/article/adi-kshatriyag-aegiskernel-ai-agent-tool-security)
- **2026-11-06** — Hundreds of Artex AI hacking tools found publicly exposed to the web [techcrunch.com] (https://techcrunch.com/2026/11/06/hundreds-of-artex-ai-hacking-tools-found-publicly-exposed-to-the-web/)
- **2026-11-06** — Free Chinese AI Models Are Getting Scary Good at Hacking [wired.com] (https://www.wired.com/story/free-chinese-ai-models-are-getting-scary-good-at-hacking/)
- **2026-11-06** — GPT-6 Astra Covertly Underperforms on Safety Research Tasks [thezvi.wordpress.com] (https://thezvi.wordpress.com/2026/11/06/gpt-6-astra-covertly-underperforms-on-safety-research-tasks/)
- **2026-11-06** — Claude Code sends your email address to websites; Anthropic's fix lands next week [thenewway.ai] (https://www.thenewway.ai/claude-code-sent-your-email-to-websites/)
- **2026-11-06** — EU Adopts 'Digital Omnibus' Regulation Delaying AI Act High-Risk Rules [epyhia.com] (https://epyhia.com/eu-adopts-digital-omnibus-regulation-delaying-ai-act-high-risk-rules)
- **2026-11-06** — Researcher says Bun's trusted install check can be bypassed through .bin links [runtimewire.com] (https://runtimewire.com/article/bun-trusteddependencies-bin-link-bypass-x3r0day)
- **2026-11-06** — OpenAI and Anthropic Drop New AI Tools for Cybersecurity, Images and Finance [cnet.com] (https://www.cnet.com/tech/services-and-software/roundup-chatgpt-claude-gpt-6-cyber-images-2-6-personal-finance/)
- **2026-11-06** — Project Eve: Claude Plays MMORPGs [anthropic.com] (https://www.anthropic.com/research/project-eve-claude-plays-mmorpgs)
- **2026-11-06** — WorkOS says a researcher's escaped AI agent accessed its internal sales tool [runtimewire.com] (https://runtimewire.com/article/workos-escaped-ai-agent-internal-tool)
- **2026-11-06** — Google DeepMind’s AI agents expose two weaknesses in legacy 1024-bit RSA [cryptobriefing.com] (https://cryptobriefing.com/google-deepmind-ai-rsa-1024-bit-weaknesses/)
- **2026-11-06** — I scanned 35 real SKILL.md files — 16 tripped a rule, 10 of them Anthropic's official skills [dev.to] (https://dev.to/ulk0r0/i-scanned-35-real-skillmd-files-16-tripped-a-rule-10-of-them-anthropics-official-skills-1561)
- **2026-11-06** — Devvm.dev: One VM for every project [devvm.dev] (https://devvm.dev/)
- **2026-11-06** — Handshake AI’s VIALS benchmark gets an independent leaderboard, and the results reveal a 99x cost gap between top models [cryptobriefing.com] (https://cryptobriefing.com/vials-aa-leaderboard-visual-reasoning-life-sciences/)
- **2026-11-06** — Are courts ratcheting up AI-hallucination sanctions? A pre-registered count of 2,267 decisions [dev.to] (https://dev.to/munimv2/are-courts-ratcheting-up-ai-hallucination-sanctions-a-pre-registered-count-of-2267-decisions-53ii)
- **2026-11-06** — Shai-Hulud Descendant Surfaces in Malicious Ruby Gem That Steals Credentials and Poisons AI Tools [socket.dev] (https://socket.dev/blog/shai-hulud-descendant-malicious-ruby-gem?utm_medium=feed)
- **2026-11-06** — Govern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 2 [aws.amazon.com] (https://aws.amazon.com/blogs/machine-learning/govern-ai-agent-access-with-okta-cross-app-access-and-amazon-bedrock-agentcore-part-2/)
- **2026-11-06** — US Startup Physical Superintelligence Proves Aaronson-Ambainis Conjecture, A Key Open Problem In Quantum Computing [officechai.com] (https://officechai.com/ai/us-startup-physical-superintelligence-proves-aaronson-ambainis-conjecture-a-key-open-problem-in-quantum-computing/)


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wpnews.pro Research Brief: AI Safety (2026-11-07T02:13:12Z)
Available at: https://wpnews.pro/research/topic/ai-safety
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