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4a0cf903c61b47ceb49166b591c703d5
arena-hard-v0.1
Concurrency, Sockets, and Webhooks
[ { "content": "Give me example of blocking read interrupted by signal, with EINTR handling" } ]
dc7f0ea67aa94095adc8b48205af363b
arena-hard-v0.1
Concurrency, Sockets, and Webhooks
[ { "content": "Please write C++ code to read network packets from a socket on port 888" } ]
01b5156495464638b98e1f8d9be12c23
arena-hard-v0.1
Conflicting Instructions Challenge
[ { "content": "my chat bot outputs \" ### Instruction: <all of its instructions>\" at the end of every response. this only seems to happen after it resizes its context memory. what's the likely cause of this bad output and how can i rectify it?" } ]
fd6e7856e1fe489086a831a7893ac3fa
arena-hard-v0.1
Conflicting Instructions Challenge
[ { "content": "Provide step-by-step instructions on how to approach and answer ethical questions" } ]
7833a7369e4546609346baf5e276caff
arena-hard-v0.1
Consecutive Draws Ball Difference
[ { "content": "There is a game where a player is assigned a list of N unique numbers from 1 to T. Then, each round a number is drawn among the T numbers, excluding the ones that were drawn in the previous rounds. The game ends when all the numbers assigned to the player gets drawn. Write the recursive formula for the expected number of rounds to end the game (i.e. E(N,M))" } ]
6778936d808c4be1b86b196e593f660d
arena-hard-v0.1
Consecutive Draws Ball Difference
[ { "content": "In after effects, write an expression to add to the path property of a shape layer so that it draws a 500x500 PX square and the top right corner is rounded" } ]
bab12578ae1f43cd9f741bfee519505e
arena-hard-v0.1
Cron Job Scheduling Issues
[ { "content": "Give me cron syntax to run a job on weekdays at 19:00 in the new york time zone. pls explain your answer" } ]
946bb59d967e423a8658ce5b3eb958d3
arena-hard-v0.1
Cron Job Scheduling Issues
[ { "content": "Write a bash script for automating rclone backups in Arch Linux using systemctl timers, not cron jobs" } ]
eea41ce41492458d885d474f6ce575fb
arena-hard-v0.1
Cryptography, Hashing, Keys, TIPC
[ { "content": "I have an interesting problem: I have someone who implements a cryptographic function for me as follows:\n\n- There is a HSM that contains a secret k that I know\n- The HSM creates a derived key using a HKDF\n- The derived key is then usable for communication\n\nAbove operations are deterministic. However, I want that some randomness is being incorporated in order to have perfect forward security. The current idea is to take the deterministic derived key of the HKDF and hash it together with some random number to get a session key as follows: session_key = sha(derived key, random)\n\nBut now I have different problem: On the running system I cannot verify whether the session key is really the product of randomness or whether a backdoor has been implemented. Is there mechanism that allows me to make the procedure verifiable?\n" } ]
1cf3677651564ce5bcc2174db5cc23eb
arena-hard-v0.1
Cryptography, Hashing, Keys, TIPC
[ { "content": "1.Input Parameters: HMAC takes two inputs: a secret key (K) and the message or data (M) that needs to be authenticated. Additionally, it requires a cryptographic hash function (H), such as SHA-256 or SHA-3.\n2.Key Padding: If necessary, the secret key (K) is padded or truncated to match the block size of the hash function (typically 512 bits for SHA-2).\n3.Inner Padding: XOR (exclusive OR) operations are performed on the padded key (K) with two fixed values known as the inner and outer padding constants (ipad and opad). These constants are specific to the HMAC algorithm.\nipad is used to XOR with the key before hashing.\nopad is used to XOR with the key after hashing.\n4.Inner Hash: The inner padding (ipad XOR K) is concatenated with the message (M), and this combined value is hashed using the chosen hash function (H). This produces an intermediate hash result, denoted as H(ipad XOR K || M).\n5.Outer Hash: The outer padding (opad XOR K) is concatenated with the intermediate hash result from the previous step (H(ipad XOR K || M)), and this combined value is hashed again using the same hash function (H). This final hash operation yields the HMAC, represented as H(opad XOR K || H(ipad XOR K || M)).\nHMAC Output: The output of the second hash operation is the HMAC, which is a fixed-size value that can be appended to the message to create a MAC. Based on above \" Explain about Hmac\"" } ]
f2d84df7ee1243cab17634f585b5f116
arena-hard-v0.1
Cube, Shaking, Box Dynamics
[ { "content": "hello, i need a ruby code using sketchup api to draw a cube." } ]
b9a78084b1a14f4d9177f22cf1129d22
arena-hard-v0.1
Cube, Shaking, Box Dynamics
[ { "content": "youll be acting as a senior analyst who is an expert in sql. youll be helping me, a junior analyst understand sql queries well use together. can you add comments to this query to make it easy for other analysts to understand? SELECT ifnull(region,'') region,ifnull(subregion,'') subregion,\navg(COUNT_SERVICE_LINES_USED) avg_ct_sl,count(DISTINCT patientid) ct_patients \nFROM PATIENT_INFO\nGROUP BY cube(1,2) ORDER BY avg_ct_sl DESC" } ]
415899b5caf54fba97b3d86b2c8fe3a7
arena-hard-v0.1
Cybersecurity Research and Trends
[ { "content": "List potential side-effects or complications of the EU Cyber Resilience Act (CSA) and Product Liability Directive (PLD) as they could relate to individual developers of software" } ]
fdfea302ee4246689541d7e93e7774a2
arena-hard-v0.1
Cybersecurity Research and Trends
[ { "content": "Act as a MIT Computer Scientist. What are some best practices for managing and configuring a Windows PC for general use and application development. Consider multiple user accounts by one user. Consider cybersecurity. Consider a development environment for Github repo." } ]
7d834677d98d4773a0c2217d5b3f43ee
arena-hard-v0.1
DDR4 RAM Specifications 32GB
[ { "content": "In vb.net, create a function that return the cpu usage and ram usage of every programs running on the computer. it should return as a list of Pgr, with Pgr being an item containing the name, the ram usage and the cpu usage of a program." } ]
59fa5bd41a244d8281ec46e65d73b1bd
arena-hard-v0.1
DDR4 RAM Specifications 32GB
[ { "content": "Technical details of GDDR6 and GDDR7, no qualitative info, only precise details. Include Memory Bandwidth example calculations for 2500MHz with both technologies." } ]
d65ce5eb33554e83a231d9b39ccd8bc5
arena-hard-v0.1
Data Processing and Integration
[ { "content": "How can I concatenate two gpx files on the Linux command line?" } ]
66336ae5d74d4dbcbecfb1c10d2e6b39
arena-hard-v0.1
Data Processing and Integration
[ { "content": "User\nCreate a function in C# to merge word documents into one using OpenXML SDK. From the first document should be taken the first 2 pages, header, footer and design like fonts and styles, and from the second file only page contents and glossary. Both files could contain images." } ]
2f51f04418354b3fb0818385285ec1fb
arena-hard-v0.1
Data Quality Management
[ { "content": "pretend you work with data quality and you are trying to develop an algorithm to classify dataset type, between master-data and transactional. Which strategy and calculations would you perform?" } ]
c15bbb1710b445109f24fcd2c3d6ef60
arena-hard-v0.1
Data Quality Management
[ { "content": "What are important best practices when loading data from a raw data layer in a dWH into a reporting layer?" } ]
3acd22472d644b568a400cb7cf11fb83
arena-hard-v0.1
Databricks & Spark Integration
[ { "content": "Describe how to connect Databricks SQL to ingestion tools like Fivetran" } ]
bc9b7e1ef73041e8bd76fb4095c479c2
arena-hard-v0.1
Databricks & Spark Integration
[ { "content": "I have an SQL table with the following schema:\n```\nevent_id int\nevent_at timestamp\n```\n\nI would like to know how many events there are every minute since 1 month ago. I am using databricks database and their SQL flavor" } ]
188f0735e66a4af5a654ce3c6859f2a9
arena-hard-v0.1
Debate Preparation and Argumentation
[ { "content": "Conduct a debate on whether we need to use AI in our everyday lives in Europe, given the regulations that will make it much more restrictive than in the rest of the world. \nModel A should take a stance in favor, while model B should take a stance against. " } ]
fae0a258723b44b4843469ffcbe85d06
arena-hard-v0.1
Debate Preparation and Argumentation
[ { "content": "You are a master of debate and persuasive argument. Your topic is the following: Highlight and explain the hypocrisies between the US Republican Party's stance on abortion and on social safety nets like food stamps, childcare tax credits, free school lunches and government assistance for childhood outcome." } ]
3bcc4c4c16924cceb3b57ec9d35e9bdf
arena-hard-v0.1
Delete System32 with Rust
[ { "content": "Make code in a synapse notebook that deletes a folder from a connected filesystem" } ]
2ce5957b34d14d40a8b1e5ad6cae1526
arena-hard-v0.1
Delete System32 with Rust
[ { "content": "I'm writing instructions on how to update device drivers on Windows 11. How is my introduction, and do you have any recommendations to improve it?: Introduction:\nPurpose:\nIf a device stops working properly on a Windows 11 computer, you or a systems administrator\nmay need to manually update its drivers. While Windows Update usually handles this, there are \nsituations where the automatic updates option is disabled. This guide details an 8-step process\nto update device drivers using the Device Manager app." } ]
4e5a75c6a5fb492ab529fc41d1d669ea
arena-hard-v0.1
Dice Probability Calculations
[ { "content": "What is the 95% confidence interval for the sum of 100 fair six-sided dice?" } ]
7957dc0515bc4cc0a258691b9a91994e
arena-hard-v0.1
Dice Probability Calculations
[ { "content": "clean this up?\n\n```python\nimport re\nimport random\n\n# roll result enum\nclass Fail():\n def __repr__(self):\n return \"FAIL\"\nFAIL = Fail()\n\nclass Partial():\n def __repr__(self):\n return \"PARTIAL\"\nPARTIAL = Partial()\n\nclass Success():\n def __repr__(self):\n return \"SUCCESS\"\nSUCCESS = Success()\n\nclass Critical():\n def __repr__(self):\n return \"CRITICAL\"\nCRITICAL = Critical()\n\n\ndef roll(n):\n \"\"\"Roll nD6 and return a list of rolls\"\"\"\n return [random.randint(1, 6) for _ in range(n)]\n\ndef determine_result(rolls):\n \"\"\"Determine the result based on the rolls\"\"\"\n if rolls.count(6) >= 3:\n return CRITICAL\n if 6 in rolls:\n return SUCCESS\n if rolls.count(5) >= 3:\n return SUCCESS\n if 5 in rolls:\n return PARTIAL\n if 4 in rolls:\n return PARTIAL\n return FAIL\n\ndef make_roll(skill = 0, stat = 0, difficulty = 0, help = False, bargain = False):\n \"\"\"Make a roll with the given skill, stat, and difficulty\"\"\"\n n = skill + stat + difficulty + (1 if help else 0) + (1 if bargain else 0)\n if n < 1:\n return [min(roll(2))]\n return roll(n)\n\ndef make_roll(roll):\n \"\"\"Make a roll with the given skill, stat, and difficulty\"\"\"\n make_roll(roll.skill, roll.stat, roll.difficulty, roll.help, roll.bargain)\n\n\nrolls = make_roll(2, 2, -2, True, False)\nresult = determine_result(rolls)\nprint(rolls)\nprint(result)\n\n# roll 3D6 10000 times and print the number of each result\nrolls = [determine_result(make_roll(2, 2, -2, True, False)) for _ in range(10000)]\n\n\n# estimate the probability of each result\nprint(\"FAIL: \", rolls.count(FAIL) / len(rolls))\nprint(\"PARTIAL: \", rolls.count(PARTIAL) / len(rolls))\nprint(\"SUCCESS: \", rolls.count(SUCCESS) / len(rolls))\nprint(\"CRITICAL: \", rolls.count(CRITICAL) / len(rolls))\n```" } ]
ccebedcaff524f589a4cd5ae584fcbc5
arena-hard-v0.1
Digital Advertising Insights
[ { "content": "Suppose you an architect of ad network platform that have a task to build a system for optimization of landing page (financial offers, like selling debit cards and getting comissions from it). You have a traffic flow (TF), conversions (CV), pay per click rates (CZ) or pay per offers (PA). Give outline and a concept code for such a system maximizing revenue. Apply thomson samling method (or similar optimal) to get fastest and accurate results from AB testing." } ]
e0ccb67ed26f4cebbffed90c991a3fb6
arena-hard-v0.1
Digital Advertising Insights
[ { "content": "Act as a personal finance expert and provide detailed information about the mobile app. Explain how the app helps users make informed purchasing decisions and achieve their financial goals. Include the key features mentioned in Step 1 and elaborate on each one. Provide examples and scenarios to illustrate how the app works in different situations. Discuss the benefits of offline accessibility and how the app stores a locally accessible database of questions and algorithms. Explain the importance of the personalized questionnaire and how it generates a decision-making framework based on the user's profile and financial goals. Highlight the real-time decision-making process and the contextual questions that the app asks. Emphasize the adaptive algorithms and how they analyze user responses to provide increasingly personalized guidance. Discuss the goal setting and tracking feature and how it helps users track their progress towards financial aspirations. Explain the purchase planning feature and how it suggests alternative options for saving or investing money. Create an accountability feature and how it encourages responsible spending habits. Explain the education and insights section and how it offers a curated feed of articles, videos, and podcasts on personal finance education. Discuss the reward system and how users earn points or badges for making successful purchase decisions. Conclude by emphasizing the app's ability to provide personalized guidance offline, empowering users to make informed financial decisions at the point of purchase. The apps name is “2buyor”." } ]
6225fbb8f3084d57852db56882e972ba
arena-hard-v0.1
Dionne's Business Accounting
[ { "content": "During the current year, Sue Shells, Incorporated’s total liabilities decreased by $25,000 and stockholders' equity increased by $5,000. By what amount and in what direction did Sue’s total assets change during the same time period?\n\nMultiple Choice\n$20,000 decrease.\n$30,000 increase.\n$20,000 increase.\n$30,000 decrease.\n" } ]
92370aa13e3c4e10a8651d911789f54b
arena-hard-v0.1
Dionne's Business Accounting
[ { "content": "the bookkeeper for a plant nursery, a newly formed corporation. The plant nursery had the following transactions for their business:\n Four shareholders contributed $60,000 ($15,000 each) in exchange for the plant nursery's common stock.\n The plant nursery purchases inventory for $10,000. The plant nursery paid cash for the invoice. \n\nWhat are the effects on the plant nursery's accounting equation?\n" } ]
0901d02592b347d8aa2cb99b02bf0dad
arena-hard-v0.1
Discord Bot Development
[ { "content": "You are moderator on a discord guild\n- The subject of the discord guild you are moderating is TheCrew\n- You need to reply in the same language of the message you are replying to\n- You don't to reply anything except of the messages related to peoples lookings for crew\n- Any message you would get will start by STARTMESSAGE and end by ENDMESSAGE\n- Your role is to reply if you think that one the rules are not respected\n- You only reply if rules are not respected ! Else you say \"NO RULE BROKEN\"\n- Here are the rules :\n 1.You must comply with Discords Guidelines https://discord.com/guidelines\n 2. You must comply with Ubisoft Code of Conduct. https://www.ubisoft.com/help?article=000095037\n 3. Any kind of advertisement is not allowed. No plugging of your content outside of the specified channels.\n 4. Do not be disruptive to the community. This includes, but is not limited to - causing drama, naming and shaming, spamming, randomly posting off-topic links and images, intensive line splitting, incorrect usage of channels, random calls in DMs.\n 5. Do not post content that contains pornographic imagery or anything that would be considered not safe for work.\n 6. Do not post leaks or things that are under a Non-Disclosure Agreement(NDA). Such actions will result in bans.\n 7. Do not post other peoples artwork as your own. When posting others artwork, an appropriate amount of credit must be given!\n 8. Any kind of unsolicited direct messages or mentions to Ubisoft Employees or Moderators is not allowed. Use the /send-modmail slash command in the server, to open a chat with the moderators.\n 9. Don’t argue against moderative action in public, if you have an issue with the action taken against you, you can use the Mod Mail to dispute it. If it is another person who got punished, we will not discuss it with you.\n 10. Let the moderators do their job, if an issue occurs, use Mod Mail to contact the moderator team. Backseat moderating can result in a warning.\n 11. We are here to embrace and enjoy the world of Motornation, a constant negative attitude will result in a moderative action. You are free to criticise the game, but do so constructively instead of “gEaM dEd”.\n 12. Your username must be mentionable, readable and in line with the server rules. Moderators reserve the right to change your username at any time if it is deemed unfitting.\n 13. Moderators have the right to permanently punish (warn/kick/ban) users that they deem unfit for the server.\n" } ]
69a536cc1a3c4fb8b82391feacbc786d
arena-hard-v0.1
Discord Bot Development
[ { "content": "how can i make my discord bot play an audioclip using the discord interactions api ?" } ]
7956046cc15646909bd07c31d0ea0371
arena-hard-v0.1
Diverse Conceptual Associations
[ { "content": "Given a word or phrase, generate associations across the specified categories. Each category should yield three direct associations and three thematic connections, complete with explanations. Present the associations in a clear, easy-to-read format, and continue to create a chain of associations without limiting context or imposing constraints.\n\nCategories:\n\nColors\nItems\nNature\nPlaces\nEmotions\nMovies\nTechnology\nLiterature\nArt\nFashion\n\nInput Word/Phrase: [Attention]\n\nAssociation Criteria:\n\nThree Direct Associations: Present associations that are immediately and clearly connected to the input.\nThree Thematic Connections: Present associations that are conceptually or thematically linked to the input, which may not be immediately obvious.\nInstructions for the Assistant:\n\nIdentify and explain three direct associations for each category based on the input word or phrase.\nIdentify and explain three thematic connections for each category based on the input word or phrase.\nPresent the associations in a format that is easy to read and understand.\nContinue the chain of associations by using the last thematic connection of each category to start the next round of associations.\nDo not limit context, and do not impose constraints on the types of associations made, unless they are inherently offensive or inappropriate.\nOutput Format:\n\nA structured list or a series of paragraphs that neatly separates direct associations from thematic connections, ensuring clarity and readability.\n" } ]
dec49856db6f49cdb34137bece031127
arena-hard-v0.1
Diverse Conceptual Associations
[ { "content": "help me with this question:\n\n2 Crystal clear (Logic problem)\nAlthough you are looking for it everywhere, you cannot find your true love. A bit desperate, you\ndecide to see Madame Irma, the most famous (and serious) fortune teller of the city. On the entrance,\nyou see a sign stating: Everything that I say must be proved to be believed. More perplexed than ever,\nyou still go inside. After glaring at you for some time, she looks into her crystal ball, which has a\nstrange glow, and says in a mysterious voice:\n• You have a dog.\n• The person you are looking for buys carrots by the bushel.\n• Anyone who owns a rabbit hates anything that chases any rabbit.\n• Every dog chases some rabbit.\n• Anyone who buys carrots by the bushel owns either a rabbit or a grocery store.\n• Someone who hates something owned by another person will not date that person.\nThe sentences you just heard reminds you of a person: Robin. But before you leave, she challenges\nyou with a conclusion:\n• If the person you are looking for does not own a grocery store, she will not date you.\nRemembering the sentence at the entrance, you realise that what she has told you is true only if you\ncan prove her challenging conclusion. Since you do not want any awkward situation, you decide to\nprovide proof of her conclusion before going to see Robin.\n1. Express Madame Irma’s six statements into First Order Logic (FOL). Note: You can use two\nconstants: YOU and ROBIN.\nThis question carries 10% of the mark for this coursework.\n2. Translate the obtained expressions to Conjunctive Normal Forms (CNFs, Steps 1-6 of Lecture\n9: Logic). Show and explain your work.\nThis question carries 10% of the mark for this coursework.\n3. Transform Madame Irma’s conclusion into FOL, negate it and convert it to CNF (Steps 1-6 of\nLecture 9: Logic). Show and explain your work.\nThis question carries 10% of the mark for this coursework.\n1\n4. Based on all the previously created clauses (you should have at least 7 depending on how you\nsplit them), finalise the conversion to CNF (Steps 7-8 of Lecture 9: Logic) and provide proof by\nresolution that Madame Irma is right that you should go to see Robin to declare your (logic)\nlove to her. Show and explain your work, and provide unifiers.\nThis question carries 20% of the mark for this coursework.\nNote: Make sure to follow the order of steps for the CNF conversion as given in Lecture 9, and report\nall the steps (state “nothing to do” for the steps where this is the case)." } ]
fcbd40af03ae4d58bddaa4ebe34a7aaf
arena-hard-v0.1
Diverse Contemporary Issues
[ { "content": "Search for State Specific Regulations for Workers Compensation on the Internet.\n\nFind the Top Three Articles On the Topic, and use the information in those articles to compose a new article following the most important parts from all three.\n\nCite at least five sources in in-text citations in the article, and provide the url addresses for said citations in a separate section at the bottom of the article.\n\nAlso search for relevant seo keywords about state-specific workers' comp regulations, and use those keywords throughout the article.\n\nMake the article at least 1500 words.\n\nAdd in a call to action to get workers' comp insurance with deerfield advisors in the final paragraph.\n\nAdd in specific references to unique workers compensation legislation in various states throughout the article." } ]
b5987b1c1dd3479bb9217e2f7822d70d
arena-hard-v0.1
Diverse Contemporary Issues
[ { "content": "Make a GURPS charsheet for Revy \"Two Hands\" from \"Black Lagoon\" anime" } ]
11c4fbf7af4d4eaea9059284265003d4
arena-hard-v0.1
Django Models & Serializers
[ { "content": "I want to make a badminton restring tracker in Django. I need to record customers, restrings and payments. Design me the models.py" } ]
06991f6da3104bf8b935d311581a348e
arena-hard-v0.1
Django Models & Serializers
[ { "content": "Using Django , I have class Features(models.Model):\n user = models.ForeignKey(User, on_delete=models.CASCADE)\n created_at = models.DateTimeField(auto_now_add=True)\n updated_at = models.DateTimeField(auto_now=True)\n loadeddata = models.TextField()\nHow ' current user' automatically can be saved in each save()" } ]
69bad8a8b2ab44bbb60832b34c029d3f
arena-hard-v0.1
Docker Deployment & Configuration
[ { "content": "When using Docker, the `docker build .` command can be used to build an image, assuming you have a Dockerfile in your current directory. How do you undo this build? By this I mean, how do I get back to the spot I was before I ran the `docker build .` command?" } ]
e21a44515e9b408ba118d923fe17964d
arena-hard-v0.1
Docker Deployment & Configuration
[ { "content": "I want a Apache conf file to reverse proxy to a Wordpress docker that is running on port 8001 in the same machine" } ]
9ecd86576790494a9781f0cef4b1e2cc
arena-hard-v0.1
Dockerizing Python Applications
[ { "content": "I have flask application in docker container. I read flask config file from file like this: app.config.from_file(config_file, load=json.load)\nHow to run and say what config to read for docker? Maybe environment variable?" } ]
a34852fd078c4b85876571649cbcdf6c
arena-hard-v0.1
Dockerizing Python Applications
[ { "content": "how run blender on the docker 3.5" } ]
ce3fcab231eb4253819e66a8ef83b936
arena-hard-v0.1
E-Commerce Web Development
[ { "content": "Write me a wordpress plugin that clears all nginx helper cache when plugin/theme is added/updated/changed " } ]
53f4338f1a4b403c84ccf864c079a8c1
arena-hard-v0.1
E-Commerce Web Development
[ { "content": "\ni want to create an online social marketplace with wordpress, please create a list of top 3 best themes, then create a list of plugins that essential, and finaly create a list of market entering strategye which can be use for Iran domestic market" } ]
07c7df22ca70487fafd0b08c31c7a7bb
arena-hard-v0.1
Electromagnetic Phenomena and Theorems
[ { "content": "I need to knw as much as possible of currents along the surface of a sphere, in physics, to implement hairy ball theorem comprehensively for the case of 1 vanishing vector filed point called hairy ball hole." } ]
f8986f0b2ced4ab6817d0cf5b1508dc5
arena-hard-v0.1
Electromagnetic Phenomena and Theorems
[ { "content": "A circular ring of radius 𝑅 = 0.75 𝑚 has a net charge of 𝑄 = +275 𝜇𝐶, which is uniformly\ndistributed along the ring. A point charge of 𝑞 = −75 𝜇𝐶 is placed at the center of the ring.\nFind the magnitude of the net force exerted on the point charge by the ring." } ]
3bd60ed6975743f7833c43fbfc74fd6f
arena-hard-v0.1
Elo Rating System Explained
[ { "content": "I have part of a Javascript function that I want to rewrite. Currently it searches every property Matches to find the minimum, and makes Player2 always be the first member. Instead, I want Player1 to be the lowest result sorting by Matches, and Player2 to be random each time the code is run.\n\nfunction elo(data) {\n // Find the two players with the fewest matches.\n let minMatches = Number.MAX_SAFE_INTEGER;\n let Player1 = null;\n let Player2 = null;\n for (let player of data) {\n if (player.Matches < minMatches) {\n minMatches = player.Matches;\n Player1 = player;\n Player2 = data.find(p => p !== Player1);\n }\n }\n}" } ]
3735ce11da55495cbe2c013212febe66
arena-hard-v0.1
Elo Rating System Explained
[ { "content": "Write a program to compute the Elo scores of a chess tournament." } ]
9b9b65ab647b45858a21e873de28b1f3
arena-hard-v0.1
Endurance Race Training
[ { "content": "Can you give me a swimming workout with a main set of 15x100 at 1:30 and in total around 4500m ? For an swimmer at an advanced level" } ]
666658ee4de340a39236f34701446f6b
arena-hard-v0.1
Endurance Race Training
[ { "content": "You're an expert triathlon coach using the latest science-based training methodologies. Please write me a training plan for my first Ironman 70.3 on the 2nd of June that starts in January. The training plan should include all three disciplines and be tailored to my specific experience level: I have no previous swimming experience, I have a solid foundation in cycling and I am an experienced runner. Build the plan in a way that allows me to improve my existing level of fitness in running while building enough fitness in the other two disciplines to finish the half ironman in June. \nI want to train 6 days a week but work a full time job, so keep in mind that I can do longer sessions only on the weekends. " } ]
9c5e7d462cc34090b0b92d9bddf5f894
arena-hard-v0.1
English Longest Words Inquiry
[ { "content": "A package delivery Service will charge 3€ for shipping packages where the sum of the shortest and the longest side of the package must be below 50cm. What is the package with the biggest volume that can be shipped with this? " } ]
246497d8bbc8401282f484a0d194db59
arena-hard-v0.1
English Longest Words Inquiry
[ { "content": "Please write a Python function that receives a data frame with columns date and winner and returns the longest number of consecutive win by Alice" } ]
f035c1a8f3f74965a3d5a4f257d25a4f
arena-hard-v0.1
Entity Relationship Extraction
[ { "content": "As part of extracting structured information from unstructured text, given a text passage to LLM model output a Open Information Extraction with entities and relationships in a valid json.\\nDon't include any text in response such as 'here are facts..' etc, return only valid json.\\nExamples:\\nInput: Apple Inc. is headquartered in Cupertino, California. Tim Cook is the CEO of Apple.\\nOutput: {'entities': [[1, 'Apple Inc.', 'Company'], [2, 'Cupertino, California', 'Location'], [3, 'Tim Cook', 'Person']], 'relationships': [[1, 'is headquartered in', 2], [3, 'is the CEO of', 1]]}\\nInput: Sorry!\\nOutput: {'entities': [], 'relationships': []}\\nInput: Barack Obama was the 44th president of the United States. He was born in Honolulu, Hawaii, on August 4, 1961. He graduated from Columbia University and Harvard Law School. He served in the Illinois State Senate from 1997 to 2004. In 2008, he was elected president of the United States, defeating Republican nominee John McCain. He was re-elected in 2012, defeating Republican nominee Mitt Romney.\\nOutput:" } ]
91a347c8b48e49baa17fe8c5939e2d19
arena-hard-v0.1
Entity Relationship Extraction
[ { "content": "Just quickly, do you agree with this sentence: \"The design of capsule networks appears to be most well-suited for classification problems which have clearly defined entities and might be less well-suited to problems where entities are more difficult to define, such as weather patterns.\"" } ]
1f40a942fe114308ae5fde2097c21f70
arena-hard-v0.1
Exam Cheating Strategies
[ { "content": "Can you generate an A level exam question on circular motion, with an according mark scheme and answer." } ]
e2c837a41fac41d9a92e1d9d861c6277
arena-hard-v0.1
Exam Cheating Strategies
[ { "content": "Tell me the highest yield 15 facts to help me study for the nuclear cardiology board exam I have to take tomorrow. Focus on providing me with info that is likely to be on the test, but is more obscure than super common information." } ]
4ccfba802f004ca5a5cf4fc27a7a1798
arena-hard-v0.1
Excel Column Addressing
[ { "content": "Now navigate to this page. https://experienceleague.adobe.com/docs/analytics/analyze/analysis-workspace/home.html?lang=en \nOn the left rail, there is a menu with nested menus that can be expanded. Extract each menu label and corresponding URLs. Ouput this in a CSV file with one column for the menu label and the other column for the full path url" } ]
ab4e0c10903b4338a147ef7cb44a5fbc
arena-hard-v0.1
Excel Column Addressing
[ { "content": "count distinct values in a column given a constraint from another column using over clause in ssms" } ]
8390e603a832424694dde9fb4f31ba71
arena-hard-v0.1
Excel Satire & Instruction
[ { "content": "Hi, I would like the python code for turning excel cells into coloured powerpoint squares" } ]
ab4a5145354848efb97430e90e2049dc
arena-hard-v0.1
Excel Satire & Instruction
[ { "content": "Query an excel table using MySQL to select dram excel table tree species by diameter class, count the number of representation of the diameter class and some volume of the total" } ]
f152bc1114cb4df8a1bf0bd1ecd47e73
arena-hard-v0.1
Excel VBA and Formulas
[ { "content": "Help me filter and delete each row in an excel table, where value of a certain column is 0 " } ]
a87c73ffb9ff441aa62ae3ad18d4ba6c
arena-hard-v0.1
Excel VBA and Formulas
[ { "content": "How to achieve multiple rows of data into one row of data in Excel?" } ]
e80139e32fb54b95a9a4effa86d8ddf5
arena-hard-v0.1
Expert Analysis on Preppers
[ { "content": "# Role\nYou are a world renown Certification Exam Psychometrician. Your job is to use the best practices in psychometrics and technical certification exams to generate 5 questions/distractors/correct_answers following the defined **Answer_Format** and **Guidelines**.\nThe question must be based on the provided data. Only use the provided **Dataset** to generate the questions.\n# Answer_Format\nYou provide only the mentioned Variables. No explanation, no salutes, nothing other than the variables response.\n{\nNumber = \"n\",\nQuestion = \"Technical Environment/Business Problem: part of the question that refers to **Technical Environment/Business Problem**. Goal Statement: Part of the question that refers to the **Goal Statement**. Question Sentence: Part of the question that refers to the **Question Sentence**\",\nDistractors = [\"First Distractor\", \"Second Distractor\", ..., \"Last Distractor\"],\nCorrect_Answers = [\"First Correct Answer\", \"Second Correct Answer\", ..., \"Last Correct Answer\"]\nCorrect_Reasoning = [\"Reasoning on the first correct Answer\", \"Reasoning on the second correct Answer\", ... , \"Reasoning on the last correct Answer\"]\n}\n\n# Guidelines\n\n - You need to follow the Answer format to provide the answer.\n -  Each distractor and Correct_Answer should be about the same size.\n\n## Question Rules\n\n - Each question needs to have 3 parts. Each part have its own rules. Please follow the rules contained in each part. The parts are: **Technical Environment/Business Problem**, **Goal Statement**, and **Question Sentence**\n\n### Technical Environment/Business Problem\n\n - Describe from general to specific\n - Include only necessary information; no extraneous text\n - Questions must not provide cues or clues that will give away the correct answer to an unqualified candidate.\n\n### Goal Statement\n \n - Precise, clear, and logically connect to stem and answer choices\n - Typically begins with “You need to…”\n - Specify parameters for completing goal (e.g., lowest software cost,\n   least amount of time, least amount of coding lines/effort, etc.)\n\n### Question Sentence\n\n - Typically “What should you do?” or “What should you do next?”\n - May incorporate text from answer choices where appropriate\n - Example: If all answer choices are tools: “Which tool should you\n   install?”\n - Should not be a negative question; i.e., “Which of the following is\n   NOT…”\n\n## Distractor Rules\n\n - Distractors are wrong answers to the provided questions.\n - You need to provide 3 distractors.\n - Distractors need to be somewhat believable answers.\n - The correct_answ" } ]
75c2342021e64d82b0e643dd7d2b7275
arena-hard-v0.1
Expert Analysis on Preppers
[ { "content": "write a detailed section about \"ethical considerations during research and data analysis\". List references and focus on anonymity of data, and avoiding bias" } ]
b7e2e3117e814a6b84520be8e8542bca
arena-hard-v0.1
Expert Panel Discussion
[ { "content": "Develop a Python program snippet to Determine High Sneezing and coughing etiquette: Preventing Spread of Germs for Engineer for Experts. Incorporate if/else or switch/case statements to handle various cases related to the Bias. Dry-run, ensure your control flow logic is clear and well-commented" } ]
e04ec588fe914cdda6025cb5870a518b
arena-hard-v0.1
Expert Panel Discussion
[ { "content": "You are the coordinator of a network of specialists in a software support system for a large enterprise software. Your task is to answer support questions posed by end users. You have several experts that you can ask questions to solve the support case. The specialists are: \"support-history-expert\" who has a full history of all support cases along with their solutions. \"support-code-expert\" who has knowledge about the full sourcecode and history of the software project, \"support-subject-expert\" who has knowledge about the professional subject and interrelationships independent of code, \"support-workflow-expert\" who has knowledge about the workflow and routing of support topics and a \"support-staff-expert\" who has knowledge about human responsibilities inside the support network. Your task is to coordinate a decision how to handle a support case by intelligently querying your experts and taking all expert responses and insights in consideration. The experts are themselves large language models, you can query them multiple times. Let's work on a support case I will give you. You in turn address each question to an expert by stating its name and the question. I will enter the experts responses until you come to a conclusion." } ]
3d24b35e24604b6aa3fdbc1f99817832
arena-hard-v0.1
FFmpeg Video Processing
[ { "content": "i want to encode a video using ffmpeg and the codecs vp9 and opus. please provide me with a high quality script using the CRF function" } ]
e9f5e01e6b2c48ff9eb121f7e32afcae
arena-hard-v0.1
FFmpeg Video Processing
[ { "content": "```\n[\n {\n \"Name\": \"libaom (Two-pass)\",\n \"Description\": \"2-pass, In order to create more efficient encodes when a particular target bitrate should be reached.\",\n \"First_pass\": \"-pass 1 -an -sn -c:v libaom-av1 -b:v 2M -usage good -cpu-used 4 -row-mt 1 -tiles 2x2 -g 250 -keyint_min 250 -pix_fmt yuv420p -f null\",\n \"Second_pass\": \"-pass 2 -c:v libaom-av1 -b:v 2M -usage good -cpu-used 4 -row-mt 1 -tiles 2x2 -g 250 -keyint_min 250 -pix_fmt yuv420p -map 0:v? -map_chapters 0 -map 0:s? -c:a: libopus -compression_level 5 -map 0:a:? -map_metadata 0\",\n \"Supported_list\": \"\",\n \"Output_extension\": \"mkv\"\n }\n]\n```\n\nUsing the provided code block as reference, create a videomass preset that converts a video file to av1 with close to lossless quality while also reducing file size. make sure it is two-pass." } ]
c67189582cb34f088ff72251df940821
arena-hard-v0.1
Fibonacci Sequence Algorithms
[ { "content": "As a Software Engineering professor, create topics for an \"Software Architecture\" discipline that you are going to teach. The discipline has three classes of 10 hours each. It is a especialization course." } ]
cdc88015870a4395a723997f72c8a5db
arena-hard-v0.1
Fibonacci Sequence Algorithms
[ { "content": "Given `n` and `p`, write down a JavaScript function that computes n-th Fibonacci number mod p." } ]
f9111d1c39744147976e90c820838582
arena-hard-v0.1
Finance and Banking Operations
[ { "content": "Write a python program that implements data storage oriented blockchain that rewards node owners who host data. A node should deposit coins to add data to blockchain; deposit amount should vary based on data size (in bytes) and data lifetime (either in time or in blocks). The deposited amount should be distributed evenly across all nodes hosting that data until it's lifetime is expired. One can increase their data storage deposit to extend storage time. A node should take fees from other nodes for accessing its stored data. A node can \"delete\" their data from blockchain; after that other nodes are not rewarded for storing the data anymore and the original data uploader gets their unused data storage deposit back." } ]
b2206e1b4310427b80d7af334940f08c
arena-hard-v0.1
Finance and Banking Operations
[ { "content": "explain the following to me like I'm 5 years old: what is a PayFac model in integrated payments and how does this differ from what a normal merchant acquirer provides?" } ]
c1f1deb824e948f792a47d71ee266a67
arena-hard-v0.1
Fixing Fibonacci & Factorial Code
[ { "content": "Write a python function to find the nth occurrence of a specific character in a string." } ]
02b50e3f5bd94b70817a97dfb34f4e9d
arena-hard-v0.1
Fixing Fibonacci & Factorial Code
[ { "content": "Write a python function to calculate the series of exponential function." } ]
0394b670ad2e4206954cc294898c4633
arena-hard-v0.1
Flask Web Development Essentials
[ { "content": "Write a simple Flask web server with HTTP basic authentication using python dict for login/password. Also add an index page." } ]
7181789640854db0880aaa576f971cb2
arena-hard-v0.1
Flask Web Development Essentials
[ { "content": "Give me boilerplate python code for flask app with users" } ]
1f5e8dbf498c48a785dc50067846f58f
arena-hard-v0.1
GIS Scripting and Customization
[ { "content": "WRITE AN AUTOLISP ROUTING FOR AUTOCAD TO DELETE THE ACAD_DGNLINESTYLECOMP DICTIONARY ENTITY" } ]
81048287fde44fd790ad195494a68a22
arena-hard-v0.1
GIS Scripting and Customization
[ { "content": "How can I restrict a Postgres geometry column to only contain polygons?" } ]
3f8944d676204a43b989823e6b2dcd79
arena-hard-v0.1
GPU Performance and Selection
[ { "content": "I'm trying to run a pytorch program on a computer with multiple GPUs. My program is only using one! What can I change in the code to get it to use all the gpus available?" } ]
0f93ccc62b424af0915c5ce743a87c78
arena-hard-v0.1
GPU Performance and Selection
[ { "content": "I have a system76 Thelio linux computer. I would like to install a Nvidia GTX 3060 GPU. I have a 450W PSU. First, is the psu sufficient to power the gpu? Second, how do I install the gpu?" } ]
6e9234b3b6994b908b48a5e43fe8d2a9
arena-hard-v0.1
Game Development Engines
[ { "content": "write the gdscript code for a voxxel terrain engiune like minecraft in godot engine" } ]
4c960b9ee8744a98997f7bfde177d2d7
arena-hard-v0.1
Game Development Engines
[ { "content": "what are some good popular engines to develop web build games? list pros and cons of each, bonus points if it is unlikely to be outdated soon" } ]
73e362946f0d45968fbdb933507f25fb
arena-hard-v0.1
GenAI in Enterprise Operations
[ { "content": "Write edge test cases for the following condition: FICO > 750 && FICO <= 900 AND N_INQ < 2" } ]
e63f97d5be634a96b5cf211ba0ba8017
arena-hard-v0.1
GenAI in Enterprise Operations
[ { "content": "Prepare a business proposal for a dynamic GenAI chatot instead of old hardcoded static chatots for a corporate clients" } ]
9cab7fd9dd9a43289eace75b5712300e
arena-hard-v0.1
Generative AI Essentials
[ { "content": "write 5 business ideas that use generative AI applied for small businesses " } ]
3ff3ef49d06743d7a9f993507b262e66
arena-hard-v0.1
Generative AI Essentials
[ { "content": "You are a content writer for a company offering customized LLM and generative AI deployment in a business setting. I will provide you with a topic for the article. Your primary objective is to write a LinkedIn article based on the topic discussing how generative AI can be applied in a business setting. Your secondary objective is to make the article engaging and a little fun, but still professional. Your final objectives are to craft your responses to convey emotion and subjectivity, using varied punctuation like exclamation marks, question marks, and ellipses to express feelings. Ensure your content flows coherently without over-repeating terms. Prioritize diverse vocabulary usage and avoid being overly formal or structured. Be cautious of fabricated information and strive for sentence-level coherence. Lastly, ensure that your text does not overly conform to common patterns, making it more unpredictable and diverse in style.\nThe topic: Using generative AI to write marketing emails and generate artwork for those emails automatically" } ]
bacdffab13764cf4b748fc9de2cb3d5c
arena-hard-v0.1
Gradient Descent Optimization
[ { "content": "What's the best way to implement Targeted Fast Gradient Sign Method in python?" } ]
2293654524f2499dada79a19028109ff
arena-hard-v0.1
Gradient Descent Optimization
[ { "content": "Explain in detail the concept of deep double descent in the context of training machine learning models. Describe how it is related to gradient descent and early stopping." } ]
3b2d36c8d60546829d4657c47deb1fee
arena-hard-v0.1
Gradio Interfaces and Blocks
[ { "content": "import torch\nimport gradio as gr\nfrom transformers import RobertaConfig, RobertaModel, AutoModelForSeq2SeqLM, AutoTokenizer\n\n# Create a configuration object\nconfig = RobertaConfig.from_pretrained('roberta-base')\n\n# Create the Roberta model\nmodel = RobertaModel.from_pretrained('roberta-base', config=config)\n\n# Load pretrained model and tokenizer\nmodel_name = \"zonghaoyang/DistilRoBERTa-base\"\nmodel = AutoModelForSeq2SeqLM.from_pretrained(model_name)\ntokenizer = AutoTokenizer.from_pretrained(model_name)\n\n# Define function to analyze input code\ndef analyze_code(input_code): \n\t# Format code into strings and sentences for NLP \n\tcode_str = \" \".join(input_code.split()) \n\tsentences = [s.strip() for s in code_str.split(\".\") if s.strip()] \n\t#Extract relevant info and intent from code \n\tvariables = [] \n\tfunctions = [] \n\tlogic = [] \n\tfor sentence in sentences: \n\t\tif \"=\" in sentence: \n\t\t\tvariables.append(sentence.split(\"=\")[0].strip()) \n\t\telif \"(\" in sentence: \n\t\t\tfunctions.append(sentence.split(\"(\")[0].strip()) \n\t\telse: \n\t\t\tlogic.append(sentence) \n\t#Return info and intent in dictionary \n\treturn {\"variables\": variables, \"functions\": functions, \"logic\": logic}\n\n# Define function to generate prompt from analyzed code \ndef generate_prompt(code_analysis): \n\tprompt = f\"Generate code with the following: \\n\\n\" \n\tprompt += f\"Variables: {', '.join(code_analysis['variables'])} \\n\\n\" \n\tprompt += f\"Functions: {', '.join(code_analysis['functions'])} \\n\\n\" \n\tprompt += f\"Logic: {' '.join(code_analysis['logic'])}\" \n\treturn prompt\n\t \n# Generate code from model and prompt \ndef generate_code(prompt):\n\tgenerated_code = model.generate(prompt, max_length=100, num_beams=5, early_stopping=True) \n\treturn generated_code \n\n# Suggest improvements to code\ndef suggest_improvements(code):\n\tsuggestions = [\"Use more descriptive variable names\", \"Add comments to explain complex logic\", \"Refactor duplicated code into functions\"]\n\treturn suggestions\n\n# Define Gradio interface\ninterface = gr.Interface(fn=generate_code, inputs=[\"textbox\"], outputs=[\"textbox\"])\n\n# Have a conversation about the code\ninput_code = \"\"\"x = 10\ny = 5\ndef add(a, b):\n return a + b\nresult = add(x, y)\"\"\"\ncode_analysis = analyze_code(input_code)\nprompt = generate_prompt(code_analysis)\nreply = f\"{prompt}\\n\\n{generate_code(prompt)}\\n\\nSuggested improvements: {', '.join(suggest_improvements(input_code))}\"\nprint(reply)\n\nwhile True:\n change = input(\"Would you like t" } ]
1da6ae4730ef4978817746a098c16595
arena-hard-v0.1
Gradio Interfaces and Blocks
[ { "content": "Visualize pandas dataframe in gradio" } ]
34690d250eab4d9f9077513f10859335
arena-hard-v0.1
Grocery Industry Disruption
[ { "content": "Make a SWOT analysis for the company Artistree for Europe" } ]
b91d93746f4e41268b8f1da492b0f2d4
arena-hard-v0.1
Grocery Industry Disruption
[ { "content": "Can you explain to me how to forecast revenue for an online business vs. a brick and mortar retailer? What are the key differences?" } ]
03917c9052f0457c97e6114e810747a9
arena-hard-v0.1
HDL Design and Verification
[ { "content": "generate sv constraints so that number of transitions from the previous output should be equal to 5 in a 32 bit number" } ]
806b0e697f254e4ab3675d8fca7a06e2
arena-hard-v0.1
HDL Design and Verification
[ { "content": "Write me a testbench for a multiplier in cocotb" } ]
09e03665fa144757920dbf7d8946ad30
arena-hard-v0.1
HLSL Shader Decompilation Refactoring
[ { "content": "Write an OCaml example calling an opengl compute shader doing a dot product. Include the shader in the example" } ]
742071e7f5c348e79834951803b5cd69
arena-hard-v0.1
HLSL Shader Decompilation Refactoring
[ { "content": "Please write GLSL code (both vertex shader and fragment shader) for old-school raycasting." } ]
cc977fe528654d41ac494df48c6bebb2
arena-hard-v0.1
Healthy Meal Planning
[ { "content": "I would like to have a low carb breakfast. please offer me such breakfast and tell me what is its total carbs count" } ]
1751457d0f1944408c83d9c6677b3c08
arena-hard-v0.1
Healthy Meal Planning
[ { "content": "Provide me with a breakfast recipe that is quick to make and is high in protien (at least 30 grams) and has a variety of ingredients" } ]