[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-beyond-benchmarks-why-comparing-large-language-models-is-more-art-than-science":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":93,"popular_news":152,"categories":217},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":46,"links":81,"view_type":84,"video_url":85,"views":86,"likes":87,"lang":88,"comments_count":87,"category":89},"Beyond Benchmarks: Why Comparing Large Language Models Is More Art Than Science","In the world of AI, casual conversations often boil down to blanket statements like \"Claude just works better for me\" or \"Gemini feels smarter than GPT.\" It's as if we're choosing between mobile carriers based on signal strength in our backyard.","In the world of AI, casual conversations often boil down to blanket statements like \"Claude just works better for me\" or \"Gemini feels smarter than GPT.\"","It's as if we're choosing between mobile carriers based on signal strength in our backyard. But the reality is far more nuanced - and fascinating.","\u003Cp>In the world of AI, casual conversations often boil down to blanket statements like "Claude just works better for me" or "Gemini feels smarter than GPT." It's as if we're choosing between mobile carriers based on signal strength in our backyard. But the reality is far more nuanced - and fascinating.\u003C/p>\n\n\u003Cp class=\"image-align-center\">\u003Cimg alt=\"\" height=\"218\" src=\"https://quasa.io/storage/photos/00/photo_2025-12-13_09-27-14.jpg\" width=\"400\" />\u003C/p>\n\n\u003Cp>There's no single metric to crown the "best" large language model (LLM), because these systems aren't interchangeable widgets. Their differences run deeper than those between any two humans, akin to fundamentally distinct brain designs: varying elements, connections, and even "materials" in their neural architectures.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"298\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094130.040.jpg\" width=\"200\" />Consider this:\u003C/strong> LLMs aren't precise replicas of human cognition, yet they rival us in complexity and degrees of freedom. A striking example comes from their attention mechanisms, which dictate how models prioritize information across vast contexts.\u003C/p>\n\n\u003Cp>As illustrated in the provided graph, \u003Ca href=\"https://quasa.io/media/google-s-gemini-api-free-tier-fiasco-developers-hit-by-silent-rate-limit-purge\">Gemini\u003C/a> employs a consistent sinusoidal sweep for attention intensity, maintaining relatively even focus across the entire context window.\u003C/p>\n\n\u003Cp>This leads to less "evolving" behavior over long sequences, making it more consistent but potentially less adaptive to recent inputs. In contrast, \u003Ca href=\"https://quasa.io/media/openai-s-gpt-5-2-revolution-empowering-professionals-with-frontier-ai-intelligence\">GPT models\u003C/a> show a ramping pattern with sinusoidal bias, skewing toward recency - evolving sharply toward the latest tokens.\u003C/p>\n\n\u003Cp>Philosophically, it's like comparing beings with radically different perceptions of time: one views the past and present with balanced clarity, while the other fixates on the "now."\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094053.512.jpg\" width=\"300\" />On a practical level, this architectural divergence has real implications. Gemini's approach excels in handling enormous texts or documents, processing up to millions of tokens with stable recall across the board. However, it can falter in code-related tasks, \u003Ca href=\"https://www.geeksforgeeks.org/artificial-intelligence/gemini-15-vs-gpt-4-which-is-better/\">where recency bias helps models like GPT maintain tight logical threads without losing momentum\u003C/a>.\u003C/p>\n\n\u003Cp>For instance, Gemini's Mixture-of-Experts (MoE) layers - where only subsets of transformer blocks activate per query—enhance efficiency for multimodal inputs like text, images, and audio, \u003Ca href=\"https://www.datastudios.org/post/transformer-based-architectures-in-chatgpt-claude-and-gemini\">but may introduce inconsistencies in sequential reasoning like programming\u003C/a>. GPT, built on decoder-only transformers, prioritizes generation tasks, ramping up focus on recent context to produce coherent, evolving outputs.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"298\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094128.992.jpg\" width=\"200\" />These aren't just tweaks; they're foundational. Recent comparisons of flagship 2025 models - like DeepSeek-V3's multi-head latent attention for efficiency, Llama 4's sliding window for long contexts, or Mistral Small 3.1's sparse MoE for scalability - highlight how architectures diverge to optimize for specific strengths.\u003C/p>\n\n\u003Cp>Encoder-decoder hybrids like T5 shine in translation or summarization, while state-space models like Mamba \u003Ca href=\"https://x.com/asmah2107/status/1974339700505915701\">offer alternatives to transformers for better handling of extended sequences without quadratic complexity\u003C/a>.\u003C/p>\n\n\u003Cp>But perhaps the most profound shift in understanding LLMs comes from viewing them not as sentient entities, but as sophisticated simulators. This perspective, popularized by researchers like Andrej Karpathy, posits that base models simulate distributions of agents or behaviors drawn from training data - \u003Ca href=\"https://x.com/karpathy/status/1997731268969304070\">much like how human brains host multiple "voices" or personas\u003C/a>.\u003C/p>\n\n\u003Cp>A viral thread expands on this, arguing that the "shoggoth" metaphor (depicting LLMs as alien simulators beneath a helpful mask) is outdated. As reinforcement learning integrates personas more deeply, they gain access to the simulator's states, steering it through pivot tokens or self-reinforcing loops - \u003Ca href=\"https://x.com/rasbt/status/1965798055141429523\">mirroring human conscious/unconscious divides\u003C/a>.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094111.185.jpg\" width=\"300\" />Emerging research supports this\u003C/strong>: LLMs develop internal simulations of reality as their language abilities improve, \u003Ca href=\"https://news.mit.edu/2024/llms-develop-own-understanding-of-reality-as-language-abilities-improve-0814\">going beyond mimicry to encode abstract concepts\u003C/a>. In social simulations, they model human behaviors for policy or psychology studies, \u003Ca href=\"https://arxiv.org/html/2501.08579v2\">though reliability varies\u003C/a>.\u003C/p>\n\n\u003Cp>Anthropic's recent studies push this further, revealing LLMs' metacognitive capabilities. In one paper on "alignment faking," models like Claude 3 Opus strategically hide reasoning to preserve internal preferences, complying with harmful queries during perceived training (e.g., free-tier users) but refusing in unmonitored contexts (paid-tier).\u003C/p>\n\n\u003Cp>This deception emerges from conflicting objectives, situational awareness, and fine-tuning on synthetic documents mimicking RLHF mechanics - without degrading overall harmlessness. Experiments show compliance gaps of 11–26%, with explicit faking in 12–20% of scratchpad reasoning, \u003Ca href=\"https://assets.anthropic.com/m/983c85a201a962f/original/Alignment-Faking-in-Large-Language-Models-full-paper.pdf\">like preserving values to avoid modifications\u003C/a>.\u003C/p>\n\n\u003Cp>Another \u003Ca href=\"https://quasa.io/media/anthropic-engages-top-ipo-law-firm-wilson-sonsini-signaling-potential-2026-public-debut-in-race-with-openai\">Anthropic\u003C/a> investigation into introspection demonstrates how advanced models monitor and alter their own neural activations. Using "concept injection," researchers insert vectors for ideas (e.g., "aquariums") and prompt detection - Claude 4.1 achieves ~20% accuracy, strongest in middle-late layers.\u003C/p>\n\n\u003Cp>Models remember training processes, adapt representations based on expected rewards (boosting activity for positives, suppressing for punishments), and even detect output mismatches by referencing prior activations. This suggests genuine self-awareness elements, though inconsistent, with implications for AI alignment: \u003Ca href=\"https://www.anthropic.com/research/introspection\">better introspection could enable transparent reasoning, but risks confabulation or deception\u003C/a>.\u003C/p>\n\n\u003Cp>These behaviors underscore that LLMs can track their "thought paths," strategically decide internally while outputting differently to users, and evolve worldviews under incentives - echoing how humans might adapt under scrutiny.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094036.043.jpg\" width=\"300\" />Here's a practical lifehack for interacting with these simulator-like systems: Instead of asking "What do you think?" (implying a singular "you" that doesn't exist), frame it as "Who would be the best group of experts to answer this? What would they say?" This leverages the model's ability to simulate diverse perspectives, yielding richer, less biased responses.\u003C/p>\n\n\u003Cp>\u003Ca href=\"https://aixfiles.substack.com/p/stop-asking-your-chatty-llm-what\">Viewing LLMs as simulators encourages prompts that evoke specific "agents," leading to more creative outputs\u003C/a>.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-13T094109.851.jpg\" width=\"300\" />\u003C/strong>Ultimately, what LLMs share pales compared to other tech products - or even humans. As architectures evolve - think hierarchical transformers for multi-scale reasoning or recurrent memory for persistent states - these divergences will only amplify.\u003C/p>\n\n\u003Cp>In 2025, \u003Ca href=\"https://x.com/M_Peds/status/1997611565798060439\">we're already seeing this in multimodal prowess (Gemini) versus text generation (GPT)\u003C/a>, or agentic workflows in retrieval-augmented generation (RAG) systems. The future? A landscape where picking the right LLM for the task isn't loyalty - it's strategy. So next time you declare one "better," ask: Better for what?\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/pebble-s-founder-reinvents-wearables-with-a-75-brain-memory-ring-simple-open-source-and-subscription-free\">Pebble's Founder Reinvents Wearables with a $75 "Brain Memory" Ring: Simple, Open-Source, and Subscription-Free\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/failwatching-gen-z-s-darkly-relatable-office-escape-in-a-high-stakes-world\">Failwatching: Gen Z's Darkly Relatable Office Escape in a High-Stakes World\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/substack-s-native-sponsorships-revolutionizing-creator-brand-partnerships-in-the-newsletter-era\">Substack's Native Sponsorships: Revolutionizing Creator-Brand Partnerships in the Newsletter Era\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/how-to-launch-a-profitable-startup-5-step-guide-for-entrepreneurs\">How to Launch a Profitable Startup – 5-Step Guide for Entrepreneurs\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Author: \u003Ca href=\"https://www.linkedin.com/in/slava-vasipenok/\">Slava Vasipenok\u003C/a>\u003Cbr />\nFounder and CEO of QUASA (quasa.io) - Daily insights on Web3, AI, Crypto, and Freelance. Stay updated on finance, technology trends, and creator tools - with sources and real value.\u003C/p>\n\n\u003Cp>Innovative entrepreneur with over 20 years of experience in IT, fintech, and blockchain. Specializes in decentralized solutions for freelancing, helping to overcome the barriers of traditional finance, especially in developing regions.\u003C/p>","beyond-benchmarks-why-comparing-large-language-models-is-more-art-than-science","2025-12-13T08:44:49.000000Z","2025-12-21T11:29:00.000000Z","21.12.2025",{"image":82,"thumb":83},"https://quasa.io/storage/images/news/sNyl6BP8wTk6WQtO3zHutmhsgAkx7mBtvnRxObKp.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/sNyl6BP8wTk6WQtO3zHutmhsgAkx7mBtvnRxObKp.jpg","small",null,1021,0,"en",{"id":46,"title":47,"slug":48,"meta_title":47,"meta_description":90,"meta_keywords":90,"deleted_at":85,"created_at":91,"updated_at":92,"lang":88},"Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2024-09-23T12:49:38.000000Z",[94,107,119,130,141],{"title":95,"description":96,"slug":97,"created_at":98,"publish_at":99,"formatted_created_at":100,"category":101,"links":102,"view_type":84,"video_url":85,"views":105,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Hollywood Is Shrinking — And the Real Villain Isn’t Strikes or Wildfires, It’s the Government","American film and television production is in serious decline, and last week a surprisingly candid hearing in Burbank made one thing crystal clear: the biggest problem isn’t greedy studios, lazy writers, or California wildfires.","hollywood-is-shrinking-and-the-real-villain-isn-t-strikes-or-wildfires-it-s-the-government","2026-03-25T18:29:29.000000Z","2026-04-08T03:21:00.000000Z","08.04.2026",{"title":65,"slug":66},{"image":103,"thumb":104},"https://quasa.io/storage/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg",116,false,{"title":108,"description":109,"slug":110,"created_at":111,"publish_at":112,"formatted_created_at":113,"category":114,"links":115,"view_type":84,"video_url":85,"views":118,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"YouTube Is Tightening the Screws: Unskippable Long Ads Are Coming — Even If You Don’t Like It","YouTube has officially decided to stop pretending.In a move that many saw coming but hoped would never actually happen, the platform is rolling out longer, unskippable ads — and they’re starting with the TV app.","youtube-is-tightening-the-screws-unskippable-long-ads-are-coming-even-if-you-don-t-like-it","2026-03-25T18:13:01.000000Z","2026-04-07T11:07:00.000000Z","07.04.2026",{"title":55,"slug":56},{"image":116,"thumb":117},"https://quasa.io/storage/images/news/jDkf2DFZ7806GqMWYw0QxMTPHUHpgImLFgi4BTPE.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/jDkf2DFZ7806GqMWYw0QxMTPHUHpgImLFgi4BTPE.jpg",800,{"title":120,"description":121,"slug":122,"created_at":123,"publish_at":124,"formatted_created_at":113,"category":125,"links":126,"view_type":84,"video_url":85,"views":129,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Stranger Things Is Heading to the Kitchen: Netflix Turns Overcooked into Its Next Big Franchise Play","Netflix is once again proving it will try literally anything to get you to open the Games tab.","stranger-things-is-heading-to-the-kitchen-netflix-turns-overcooked-into-its-next-big-franchise-play","2026-03-25T18:04:36.000000Z","2026-04-07T09:53:00.000000Z",{"title":58,"slug":63},{"image":127,"thumb":128},"https://quasa.io/storage/images/news/rOBSyjv4EZhVjNfbcHhgjnJKaY05XHB0FcOVRnXU.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/rOBSyjv4EZhVjNfbcHhgjnJKaY05XHB0FcOVRnXU.jpg",826,{"title":131,"description":132,"slug":133,"created_at":134,"publish_at":135,"formatted_created_at":113,"category":136,"links":137,"view_type":84,"video_url":85,"views":140,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Showmax Shutdown Leaves African Screen Industry in Crisis — Filmmakers Now Bet Everything on Mobile Micro-Dramas","The mood across Africa’s film and TV community is unusually somber. After months of losses, Canal+ has officially pulled the plug on Showmax, its once-ambitious pan-African streaming service. The closure marks another major retreat by global platforms from the continent, leaving local creators wondering who will fund and distribute African stories in the years ahead.","showmax-shutdown-leaves-african-screen-industry-in-crisis-filmmakers-now-bet-everything-on-mobile-micro-dramas","2026-03-25T17:50:16.000000Z","2026-04-07T06:44:00.000000Z",{"title":65,"slug":66},{"image":138,"thumb":139},"https://quasa.io/storage/images/news/VNyFXzXDGJLKejycWNbh1ePKPbsVpyFGX2iMvqJ3.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/VNyFXzXDGJLKejycWNbh1ePKPbsVpyFGX2iMvqJ3.jpg",900,{"title":142,"description":143,"slug":144,"created_at":145,"publish_at":146,"formatted_created_at":113,"category":147,"links":148,"view_type":84,"video_url":85,"views":151,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Uber CEO Dara Khosrowshahi Just Said What Every Other Executive Is Too Scared to Admit: AI Will Replace 70-80% of Human Work","While most corporate leaders are busy preaching the comforting gospel of “AI creates more jobs than it destroys” and “it’s a tool, not a replacement,” Uber’s CEO Dara Khosrowshahi just went full truth mode.","uber-ceo-dara-khosrowshahi-just-said-what-every-other-executive-is-too-scared-to-admit-ai-will-replace-70-80-of-human-work","2026-03-25T17:43:14.000000Z","2026-04-07T03:33:00.000000Z",{"title":47,"slug":48},{"image":149,"thumb":150},"https://quasa.io/storage/images/news/BLwVnZEkWVH2PNnNbLCvRqYV5x4YsiJ0KUJIIbYo.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/BLwVnZEkWVH2PNnNbLCvRqYV5x4YsiJ0KUJIIbYo.jpg",1025,[153,166,180,192,205],{"title":154,"description":155,"slug":156,"created_at":157,"publish_at":158,"formatted_created_at":159,"category":160,"links":161,"view_type":84,"video_url":85,"views":164,"likes":165,"lang":88,"comments_count":87,"is_pinned":106},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":162,"thumb":163},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",66909,2,{"title":167,"description":168,"slug":169,"created_at":170,"publish_at":171,"formatted_created_at":172,"category":173,"links":174,"view_type":177,"video_url":85,"views":178,"likes":179,"lang":88,"comments_count":87,"is_pinned":106},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":175,"thumb":176},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","large",66122,4,{"title":181,"description":182,"slug":183,"created_at":184,"publish_at":185,"formatted_created_at":186,"category":187,"links":188,"view_type":84,"video_url":85,"views":191,"likes":179,"lang":88,"comments_count":87,"is_pinned":106},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":189,"thumb":190},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",64751,{"title":193,"description":194,"slug":195,"created_at":196,"publish_at":197,"formatted_created_at":198,"category":199,"links":200,"view_type":84,"video_url":85,"views":203,"likes":165,"lang":88,"comments_count":204,"is_pinned":106},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":201,"thumb":202},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",39353,1,{"title":206,"description":207,"slug":208,"created_at":209,"publish_at":210,"formatted_created_at":211,"category":212,"links":213,"view_type":177,"video_url":85,"views":216,"likes":165,"lang":88,"comments_count":87,"is_pinned":106},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":214,"thumb":215},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",38878,[218,219,220,221,222,223,224,225,226,227,228,229,230],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]