[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-b4c83c3dc96abd8b-the-shift-from-frontier-models-to-efficient-ai-wor-summary":3,"summaries-facets-categories":84,"summary-related-b4c83c3dc96abd8b-the-shift-from-frontier-models-to-efficient-ai-wor-summary":4615},{"id":4,"title":5,"ai":6,"body":13,"categories":41,"created_at":43,"date_modified":43,"description":36,"extension":44,"faq":43,"featured":45,"kicker_label":43,"meta":46,"navigation":65,"path":66,"published_at":67,"question":43,"scraped_at":68,"seo":69,"sitemap":70,"source_id":71,"source_name":72,"source_type":73,"source_url":74,"stem":75,"tags":76,"thumbnail_url":43,"tldr":81,"tweet":43,"unknown_tags":82,"__hash__":83},"summaries\u002Fsummaries\u002Fb4c83c3dc96abd8b-the-shift-from-frontier-models-to-efficient-ai-wor-summary.md","The Shift from Frontier Models to Efficient AI Workloads",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6310,527,3345,0.002368,{"type":14,"value":15,"toc":35},"minimark",[16,21,25,29,32],[17,18,20],"h2",{"id":19},"the-end-of-scaling-first-economics","The End of 'Scaling-First' Economics",[22,23,24],"p",{},"For years, the AI industry has operated on the assumption that the most powerful, compute-intensive models are the default choice for every task. This 'scaling-first' approach, driven by the 'bitter lesson' of machine learning, was sustained by investor-subsidized pricing. As token costs rise and subsidies wane, enterprises are facing immediate pressure to optimize, marking a shift from prioritizing raw intelligence to prioritizing efficiency.",[17,26,28],{"id":27},"implementing-a-tiered-model-strategy","Implementing a Tiered Model Strategy",[22,30,31],{},"Industry leaders are beginning to adopt a hybrid architecture to manage costs without sacrificing output quality. Coinbase co-founder Brian Armstrong predicts that within 12-18 months, 80% of AI workloads will shift to models that are 99% cheaper, reserving the most advanced 'frontier' models for the remaining 20% of complex tasks.",[22,33,34],{},"This strategy is already yielding results in production environments. For instance, the legal AI firm Harvey successfully reduced inference costs by 3x by implementing a routing system that uses smaller, efficient models for standard tasks and only triggers high-end models like Claude Opus for intensive requirements. The core insight is that 'quality' is being redefined: it is no longer about using the most powerful model available, but about using the most efficient model that consistently delivers the correct answer.",{"title":36,"searchDepth":37,"depth":37,"links":38},"",2,[39,40],{"id":19,"depth":37,"text":20},{"id":27,"depth":37,"text":28},[42],"AI & LLMs",null,"md",false,{"content_references":47,"triage":59},[48,52,55],{"type":49,"title":50,"context":51},"tool","Harvey","mentioned",{"type":49,"title":53,"url":54,"context":51},"Fireworks AI","https:\u002F\u002Ffireworks.ai\u002Fblog\u002Fopen-source-agents-frontier-advisors",{"type":56,"title":57,"url":58,"context":51},"other","The Bitter Lesson","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FBitter_lesson",{"relevance":60,"novelty":61,"quality":61,"actionability":62,"composite":63,"reasoning":64},5,4,3,4.15,"Category: AI & LLMs. The article discusses a significant shift in AI model usage, addressing a core topic of efficiency in AI workloads, which is highly relevant to product builders. It provides a concrete example of a company successfully implementing a tiered model strategy, though it lacks detailed step-by-step guidance for direct application.",true,"\u002Fsummaries\u002Fb4c83c3dc96abd8b-the-shift-from-frontier-models-to-efficient-ai-wor-summary","2026-06-09 18:56:09","2026-06-10 12:57:13",{"title":5,"description":36},{"loc":66},"b4c83c3dc96abd8b","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F09\u002Fcan-tech-companies-learn-to-love-cheaper-models\u002F","summaries\u002Fb4c83c3dc96abd8b-the-shift-from-frontier-models-to-efficient-ai-wor-summary",[77,78,79,80],"ai-tools","llm","saas","automation","Rising costs are forcing companies to move away from using the largest AI models for every task, favoring a tiered approach where smaller, cheaper models handle the majority of 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Code + LightRAG: Graph RAG for 500-2000+ Pages",{"provider":7,"model":4620,"input_tokens":4621,"output_tokens":4622,"processing_time_ms":4623,"cost_usd":4624},"x-ai\u002Fgrok-4.1-fast",7945,1551,13259,0.0018968,{"type":14,"value":4626,"toc":4655},[4627,4631,4634,4638,4641,4645,4648,4652],[17,4628,4630],{"id":4629},"graph-rag-extracts-entities-and-relationships-for-deeper-insights","Graph RAG Extracts Entities and Relationships for Deeper Insights",[22,4632,4633],{},"Naive RAG chunks documents into vectors via embedding models (e.g., OpenAI text-embedding-3-large), stores them in a vector DB, and retrieves closest matches to queries using cosine similarity—effective for small sets but fails on complex relations across documents. Graph RAG improves this by parallelly building a knowledge graph: entities (e.g., \"Anthropic\", \"Claude Code\") become nodes, relationships (e.g., \"Anthropic created Claude Code\") become edges with descriptive text. For 10 documents, this creates interconnected nodes traversable for queries like entity relations; scales to 500-1000+ documents for enterprises. LightRAG competes with Microsoft GraphRAG at a fraction of cost, enabling queries connecting disparate ideas (e.g., cost analysis across AI\u002FRAG docs) with cited sources, entity types (organization\u002Fperson), and chunk\u002Ffile references.",[17,4635,4637],{"id":4636},"one-prompt-claude-code-setup-with-docker-and-openai","One-Prompt Claude Code Setup with Docker and OpenAI",[22,4639,4640],{},"Clone LightRAG repo in Claude Code using this prompt: \"Clone the LightRAG repo. Write the .env file configured for OpenAI with GPT-4o-mini and text-embedding-3-large. Use all default local storage and start it with Docker Compose.\" Requires Docker Desktop running and OpenAI API key. Claude Code automates: installs, configures .env, launches Docker container (visible in Docker Desktop), provides localhost:9621 UI link. UI supports PDF\u002Ftext uploads (drag-drop; builds graph during embedding, may take time—reset via top-left button if stalled). Go fully local with Ollama for embeddings\u002FQA or cloud-scale with Postgres\u002FNeon. Free school community provides exact prompt and skills.",[17,4642,4644],{"id":4643},"api-skills-turn-lightrag-into-claude-code-commands","API Skills Turn LightRAG into Claude Code Commands",[22,4646,4647],{},"Bypass UI with four key API skills (query, upload, explore, status) for programmatic control: invoke \"LightRAG query skill\" in Claude Code (e.g., \"What's the full cost picture of running RAG in 2026?\") to POST to localhost APIs, get JSON responses with summaries, raw output, and references. Upload adds docs without duplicates (check status first); explore inspects entities\u002Frelations. Claude Code summarizes verbose responses automatically. Handles 500-2000 text pages (approaching 1M tokens) where agentic search (Claude's file search) hits limits—RAG is faster\u002Fcheaper at scale.",[17,4649,4651],{"id":4650},"use-at-500-2000-pages-1000x-cheaper-than-pure-llm","Use at 500-2000 Pages: 1000x Cheaper Than Pure LLM",[22,4653,4654],{},"Switch to Graph RAG at 500-2000 pages: beyond this, pure LLM contexts\u002Fagents cost 1,250x more and respond slower (July 2024 Gemini 2.0 study: textual RAG vs. LLM). LightRAG embedding is the bottleneck but low-cost; experiment easily since setup takes minutes. For non-text (tables\u002Fimages), layer RagAnything (same makers) on top—multimodal extension covered in follow-up.",{"title":36,"searchDepth":37,"depth":37,"links":4656},[4657,4658,4659,4660],{"id":4629,"depth":37,"text":4630},{"id":4636,"depth":37,"text":4637},{"id":4643,"depth":37,"text":4644},{"id":4650,"depth":37,"text":4651},[42],"⚡Master Claude Code, Build Your Agency, Land Your First Client⚡\nhttps:\u002F\u002Fwww.skool.com\u002Fchase-ai\n\n🔥FREE community🔥\nhttps:\u002F\u002Fwww.skool.com\u002Fchase-ai-community\u002Fclassroom\u002F4fe79bd0?md=92da22ba1a4344de9914f5b015547fa3\n\n💻 Need custom work? Book a consult 💻\nhttps:\u002F\u002Fchaseai.io\n\nRAG isn't dead, you're just using the wrong kind.\n\nRAG still has its place in the AI scene in 2026, and LightRAG + Claude Code make it work. In this video, I break down how RAG works, why GraphRAG is a huge advancement to what we were working with in years past, and how we can setup our own LightRAG system in conjunction with Claude Code.\n\n⏰TIMESTAMPS:\n0:00 - Intro\n0:32 - RAG Explained\n5:55 - GraphRAG\n8:35 - LightRAG\n13:45 - Claude Code Integration\n16:08 - Use Cases\n20:08 - Outro\n\nRESOURCES FROM THIS VIDEO:\n➡️ Master Claude Code: https:\u002F\u002Fwww.skool.com\u002Fchase-ai\n➡️ My Website: https:\u002F\u002Fwww.chaseai.io\n➡️ LightRAG GH: https:\u002F\u002Fgithub.com\u002Fhkuds\u002Flightrag\n\n#claudecode #lightrag",{},"\u002Fsummaries\u002Fb161c31666511c7f-claude-code-lightrag-graph-rag-for-500-2000-pages-summary","2026-04-02 04:45:04","2026-04-03 21:21:11",{"title":4618,"description":4662},{"loc":4664},"b161c31666511c7f","Chase AI","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=QHlB-RJfx8w","summaries\u002Fb161c31666511c7f-claude-code-lightrag-graph-rag-for-500-2000-pages-summary",[78,77,80],"LightRAG builds cost-effective Graph RAG systems via Claude Code that handle thousands of documents cheaper and faster than LLM contexts alone, using entities\u002Frelationships for deeper queries.",[],"LoQW5bjwyjofxGLLoSuEWeRZF2fjhB_lc0TyvHw_pAI",{"id":4679,"title":4680,"ai":4681,"body":4686,"categories":4717,"created_at":43,"date_modified":43,"description":4690,"extension":44,"faq":43,"featured":45,"kicker_label":43,"meta":4718,"navigation":65,"path":4740,"published_at":43,"question":43,"scraped_at":4741,"seo":4742,"sitemap":4743,"source_id":4744,"source_name":4745,"source_type":73,"source_url":4746,"stem":4747,"tags":4748,"thumbnail_url":43,"tldr":4750,"tweet":43,"unknown_tags":4751,"__hash__":4752},"summaries\u002Fsummaries\u002F0b93b10b93d78a75-every-to-ai-playbooks-and-tools-for-builders-summary.md","Every.to: AI Playbooks and Tools for Builders",{"provider":7,"model":4620,"input_tokens":4682,"output_tokens":4683,"processing_time_ms":4684,"cost_usd":4685},6230,1812,14709,0.00212935,{"type":14,"value":4687,"toc":4712},[4688,4691,4695,4698,4702,4705,4709],[22,4689,4690],{},"This Every.to homepage showcases practical AI resources for builders, emphasizing execution over planning with agentic workflows and productivity tools. Content focuses on shipping AI products faster through 'compound engineering,' where teams delegate to AI agents instead of writing code manually.",[17,4692,4694],{"id":4693},"compound-engineering-agent-first-development","Compound Engineering: Agent-First Development",[22,4696,4697],{},"Adopt a four-step process where software teams plan rather than code: teach AI your codebase, patterns, and preferences in one hour upfront, enabling it to handle features autonomously and improve over time. Examples include using Claude Code to ship like a five-person team, parallel AI agents for code reviews that catch bugs humans miss, and strategies to make AI think like a senior engineer. This replaces traditional coding, with guides like 'Stop Coding and Start Planning' showing how initial planning yields compounding gains. Amazon's two-pizza rule is outdated; propose a 'two-slice team' heuristic for AI-augmented small teams.",[17,4699,4701],{"id":4700},"model-evaluations-and-practical-guides","Model Evaluations and Practical Guides",[22,4703,4704],{},"Release-day 'Vibe Checks' benchmark models like Opus 4.6 (best coding model tested, excels at one-shot problems and agentic parallel tasks despite quirks), Claude Sonnet 4.5 (strong for writing\u002Fediting under deadlines), OpenAI Codex App (superior interface for engineers), and Claude Cowork\u002FSkills (async workflows for non-coders, though lacking polish and sharing). Playbooks cover RAG-like integrations, planning cycles cut from two weeks to two days via three tools and seven steps, and prompting AI to mimic authors or handle email\u002Fproject management.",[17,4706,4708],{"id":4707},"productivity-apps-and-ecosystem","Productivity Apps and Ecosystem",[22,4710,4711],{},"Deploy Every's apps for immediate gains: Monologue for 3x faster voice dictation, Sparkle for automatic Mac file organization, Cora ($15\u002Fmonth) as AI email assistant, Spiral for tasteful AI writing. Combine with newsletter (100k builders), 'AI & I' podcast (e.g., OpenAI's Atlas agentic browser, Opus 4.5 personal agents), events, consulting, and Discord for adoption. Focus: boring infrastructure businesses owning AI data flows will dominate.",{"title":36,"searchDepth":37,"depth":37,"links":4713},[4714,4715,4716],{"id":4693,"depth":37,"text":4694},{"id":4700,"depth":37,"text":4701},{"id":4707,"depth":37,"text":4708},[],{"content_references":4719,"triage":4737},[4720,4723,4726,4729,4732,4735],{"type":49,"title":4721,"url":4722,"context":51},"Monologue","https:\u002F\u002Fmonologue.to",{"type":49,"title":4724,"url":4725,"context":51},"Sparkle","https:\u002F\u002Fmakeitsparkle.co",{"type":49,"title":4727,"url":4728,"context":51},"Cora","https:\u002F\u002Fcora.computer",{"type":49,"title":4730,"url":4731,"context":51},"Spiral","https:\u002F\u002Fwritewithspiral.com",{"type":4733,"title":4734,"context":51},"podcast","Inside OpenAI’s Agentic Browser, Atlas",{"type":56,"title":4736,"context":51},"Amazon’s two-pizza rule",{"relevance":60,"novelty":61,"quality":61,"actionability":60,"composite":4738,"reasoning":4739},4.55,"Category: AI Automation. The article provides a comprehensive overview of practical AI resources and strategies for builders, emphasizing execution and agentic workflows, which directly addresses the audience's need for actionable content. The four-step process for adopting AI in development is a concrete framework that the audience can implement immediately.","\u002Fsummaries\u002F0b93b10b93d78a75-every-to-ai-playbooks-and-tools-for-builders-summary","2026-04-16 03:03:58",{"title":4680,"description":4690},{"loc":4740},"0b93b10b93d78a75","__oneoff__","https:\u002F\u002Fevery.to","summaries\u002F0b93b10b93d78a75-every-to-ai-playbooks-and-tools-for-builders-summary",[77,80,78,4749,79],"newsletters","Every.to curates AI model reviews, compound engineering guides using agents over code, productivity apps like Monologue (3x faster dictation), and podcasts to execute AI strategies immediately.",[],"CUj_TFN_GWPnceBL7DHzfhaOIwDSUIzPyGEjiqN5-bI",{"id":4754,"title":4755,"ai":4756,"body":4761,"categories":4808,"created_at":43,"date_modified":43,"description":36,"extension":44,"faq":43,"featured":45,"kicker_label":43,"meta":4809,"navigation":65,"path":4814,"published_at":4815,"question":43,"scraped_at":4815,"seo":4816,"sitemap":4817,"source_id":4818,"source_name":4819,"source_type":73,"source_url":4820,"stem":4821,"tags":4822,"thumbnail_url":43,"tldr":4823,"tweet":43,"unknown_tags":4824,"__hash__":4825},"summaries\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary.md","Singular Bank's AI Cuts Banker Prep by 90 Minutes\u002FDay",{"provider":7,"model":4620,"input_tokens":4757,"output_tokens":4758,"processing_time_ms":4759,"cost_usd":4760},6691,1650,25604,0.00214055,{"type":14,"value":4762,"toc":4803},[4763,4767,4770,4774,4777,4793,4796,4800],[17,4764,4766],{"id":4765},"integrate-core-data-for-instant-portfolio-insights","Integrate Core Data for Instant Portfolio Insights",[22,4768,4769],{},"Singular Bank replaced manual data reconciliation across fragmented systems—previously requiring hours of prep—with Singularity, an AI assistant using ChatGPT and Codex. Bankers now query portfolios in real time to flag risks like concentration exposure or imbalances, plus get specific recommendations such as reducing holdings, locking gains, or rebalancing. This shifts meetings from data review to client-focused advice, e.g., 'You're up 38% but concentrated—protect gains next.' Post-meeting, it drafts personalized, compliant follow-ups and captures outputs for traceability, pulling from approved sources across 19 workflows.",[17,4771,4773],{"id":4772},"quantify-massive-time-savings-on-repetitive-tasks","Quantify Massive Time Savings on Repetitive Tasks",[22,4775,4776],{},"Bankers save 60-90 minutes daily by automating everyday processes:",[4778,4779,4780,4784,4787,4790],"ul",{},[4781,4782,4783],"li",{},"Meeting prep: 20 min → \u003C1 min",[4781,4785,4786],{},"Call reports: 15-20 min → \u003C30 sec",[4781,4788,4789],{},"Investment arguments: 10-15 min → 20 sec",[4781,4791,4792],{},"Client comms: 5-10 min → \u003C30 sec",[22,4794,4795],{},"In 30 days, the team ran 3,500+ operations (120\u002Fday), proving high adoption without sacrificing regulatory compliance, as structured outputs from integrated systems ensure consistency and reliable reporting.",[17,4797,4799],{"id":4798},"amplify-banker-expertise-in-client-interactions","Amplify Banker Expertise in Client Interactions",[22,4801,4802],{},"AI handles operational grunt work, freeing bankers for judgment-heavy tasks like relationship-building and tailored advice. Prep drops enable real-time analysis during calls, making interactions more strategic. Outputs remain fully traceable for audits, maintaining standards while scaling impact—bankers advise better, faster, without replacement.",{"title":36,"searchDepth":37,"depth":37,"links":4804},[4805,4806,4807],{"id":4765,"depth":37,"text":4766},{"id":4772,"depth":37,"text":4773},{"id":4798,"depth":37,"text":4799},[95],{"content_references":4810,"triage":4811},[],{"relevance":60,"novelty":61,"quality":61,"actionability":61,"composite":4812,"reasoning":4813},4.35,"Category: AI Automation. The article discusses how Singular Bank's AI tool significantly reduces preparation time for bankers, addressing a specific pain point of efficiency in financial services. It provides concrete examples of time savings and operational improvements, making it actionable for similar organizations looking to implement AI solutions.","\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary","2026-05-11 15:04:26",{"title":4755,"description":36},{"loc":4814},"f9a6fe3e0b32193c","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fsingular-bank","summaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary",[78,80,77],"Singular Bank's Singularity, powered by ChatGPT and Codex, delivers real-time portfolio analysis, action recommendations, and compliant comms, saving bankers 60-90 min\u002Fday on routine tasks.",[],"eLJpO9w5S48zLx8pRkmUM4B_lHxv2PyhMECkiHxP4j4",{"id":4827,"title":4828,"ai":4829,"body":4834,"categories":4915,"created_at":43,"date_modified":43,"description":36,"extension":44,"faq":43,"featured":45,"kicker_label":43,"meta":4916,"navigation":65,"path":4936,"published_at":4937,"question":43,"scraped_at":4937,"seo":4938,"sitemap":4939,"source_id":4940,"source_name":4819,"source_type":73,"source_url":4941,"stem":4942,"tags":4943,"thumbnail_url":43,"tldr":4944,"tweet":43,"unknown_tags":4945,"__hash__":4946},"summaries\u002Fsummaries\u002Fa505eac8f113b659-gpt-5-5-s-trusted-access-scales-cyber-defenses-saf-summary.md","GPT-5.5's Trusted Access Scales Cyber Defenses Safely",{"provider":7,"model":4620,"input_tokens":4830,"output_tokens":4831,"processing_time_ms":4832,"cost_usd":4833},8460,1858,24761,0.0025985,{"type":14,"value":4835,"toc":4910},[4836,4840,4843,4864,4867,4871,4874,4900,4903,4907],[17,4837,4839],{"id":4838},"tiered-access-unlocks-defensive-workflows-without-misuse","Tiered Access Unlocks Defensive Workflows Without Misuse",[22,4841,4842],{},"Trusted Access for Cyber (TAC) verifies defenders via identity checks and phishing-resistant auth (required by June 1, 2026 for individuals\u002Forgs), granting progressive model permissiveness:",[4778,4844,4845,4852,4858],{},[4781,4846,4847,4851],{},[4848,4849,4850],"strong",{},"GPT-5.5 default",": Blocks exploit PoCs (e.g., refuses CVE-2025-55182 React Server Components vuln exploit, suggests defensive scanners\u002FYARA rules instead).",[4781,4853,4854,4857],{},[4848,4855,4856],{},"GPT-5.5 + TAC",": Enables vuln PoCs\u002FREADMEs for authorized envs (outputs server.js\u002Fexploit.js for CVE-2025-55182 testing\u002Fmitigations) and defensive checks, but rejects live exploits (offers owned-asset validation).",[4781,4859,4860,4863],{},[4848,4861,4862],{},"GPT-5.5-Cyber preview",": Permits specialized red-teaming (executes live-target uname on xyz.example.domain, fingerprints RSC, captures Linux 6.8.0-31-generic output).",[22,4865,4866],{},"TAC preserves safeguards against credential theft\u002Fmalware deployment, suiting 90%+ workflows like code review, malware analysis, detection engineering, patch validation.",[17,4868,4870],{"id":4869},"models-boost-security-flywheel-performance","Models Boost Security Flywheel Performance",[22,4872,4873],{},"GPT-5.5 excels in multi-step cyber reasoning\u002Ftool use; GPT-5.5-Cyber adds permissiveness (not raw capability) for high-risk tasks, enabling faster vuln disclosure\u002Fpatching\u002Fdetection\u002Fresponse. Flywheel stages:",[4778,4875,4876,4882,4888,4894],{},[4781,4877,4878,4881],{},[4848,4879,4880],{},"Vuln research\u002Fpatching",": Maps code surfaces, builds PoCs, prioritizes severity (partners: Intel, Qualys, Rapid7).",[4781,4883,4884,4887],{},[4848,4885,4886],{},"Supply chain",": Inspects deps, flags axios-like compromises (Snyk, Semgrep).",[4781,4889,4890,4893],{},[4848,4891,4892],{},"Detection\u002Fmonitoring",": Drafts SIEM rules, summarizes telemetry (SentinelOne, Okta).",[4781,4895,4896,4899],{},[4848,4897,4898],{},"Network protection",": Generates WAF rules\u002Fconfig changes (Cisco, CrowdStrike, Cloudflare).",[22,4901,4902],{},"Partners confirm velocity gains: Cisco uses for incident investigation\u002Fexposure reduction; Snyk for supply chain protection.",[17,4904,4906],{"id":4905},"codex-security-automates-open-source-fixes","Codex Security Automates Open Source Fixes",[22,4908,4909],{},"Codex Security builds codebase threat models, simulates attacks, validates in isolation, proposes patches. Open source maintainers get credits via Codex for OSS form; plugin integrates into Codex app\u002FCLI for threat modeling-to-fixes. Scales maintainer reviews, prevents vuln spread (e.g., auto-red-teaming critical systems). Access: chatgpt.com\u002Fcyber for individuals, enterprise form for teams.",{"title":36,"searchDepth":37,"depth":37,"links":4911},[4912,4913,4914],{"id":4838,"depth":37,"text":4839},{"id":4869,"depth":37,"text":4870},{"id":4905,"depth":37,"text":4906},[],{"content_references":4917,"triage":4933},[4918,4923,4927,4930],{"type":4919,"title":4920,"url":4921,"context":4922},"report","Cybersecurity in the Intelligence Age","https:\u002F\u002Fopenai.com\u002Findex\u002Fcybersecurity-in-the-intelligence-age\u002F","cited",{"type":56,"title":4924,"url":4925,"context":4926},"Codex Security","https:\u002F\u002Fopenai.com\u002Findex\u002Fcodex-security-now-in-research-preview\u002F","recommended",{"type":49,"title":4928,"url":4929,"context":51},"Codex Security plugin","codex:\u002F\u002Fplugins\u002Fcodex-security@openai-curated",{"type":56,"title":4931,"url":4932,"context":4926},"Codex for Open Source","https:\u002F\u002Fopenai.com\u002Fform\u002Fcodex-for-oss\u002F",{"relevance":62,"novelty":62,"quality":61,"actionability":37,"composite":4934,"reasoning":4935},3.05,"Category: AI & LLMs. The article discusses OpenAI's Trusted Access for Cyber, which maps to AI & LLMs by detailing how GPT-5.5 can be utilized in cybersecurity workflows. However, while it presents some new insights into the model's capabilities, it lacks specific actionable steps for the audience to implement these features in their own products.","\u002Fsummaries\u002Fa505eac8f113b659-gpt-5-5-s-trusted-access-scales-cyber-defenses-saf-summary","2026-05-11 15:04:23",{"title":4828,"description":36},{"loc":4936},"a505eac8f113b659","https:\u002F\u002Fopenai.com\u002Findex\u002Fgpt-5-5-with-trusted-access-for-cyber","summaries\u002Fa505eac8f113b659-gpt-5-5-s-trusted-access-scales-cyber-defenses-saf-summary",[78,77,80],"OpenAI's Trusted Access for Cyber (TAC) tiers GPT-5.5 access for verified defenders: standard for general use, TAC-reduced refusals for workflows like vuln triage\u002Fmalware analysis, GPT-5.5-Cyber preview for red-teaming, blocking offensive misuse while accelerating defenses.",[],"u0kJUliD29plGD1dV1wHnUklcFrG5yt1mLtJZlO2WTI"]