Monday, June 15, 2026
Sunday, June 14, 2026
I have been looking at different crypto trading bots across chains like Solana and ETH and noticed they all seem to promise similar things around automation and signal execution. What I am not sure about is how much real edge these systems actually provide once market conditions get unstable. It feels like in highly volatile environments, automation might just speed up decision-making rather than actually improve outcomes. For people who actively use trading bots, do you find they genuinely improve performance over manual trading, or is the main benefit just execution speed and discipline? via /r/CryptoTradingBot https://ift.tt/ajInyth
Saturday, June 13, 2026
Friday, June 12, 2026
Thursday, June 11, 2026
Wednesday, June 10, 2026
So today i was in a desperate need for an answer went to oranum, just so you guys know i have used oranum for over a year now so today i logged in back added funds and the moment i was about to join a private session they banned my account and locked me out , now they won't let me login and when tried to reset it shows no account registered with the mail but I was desperate and needed to talk to someone so created a new account thinking payment failed or something like that added funds via crypto which went through credits were added and boom banned again this is messed up , please don't use oranum and they won't even answer my mails now .Title mistake ; please don't use oranum via /r/psychics https://ift.tt/jnAi6Kw
Tuesday, June 9, 2026
I’ve been building an NBA props model for a while, and the biggest improvement did not come from adding another player stat. It came from changing the order of the whole process. (if this helps let me know)I used to start with the player: minutes, usage, recent form, matchup, line, projection. That got me around 54% accuracy over my tracked plays on OOS testing. Not terrible, but not good enough to feel like there was a real edge. So I reconfigured my system for capturing pregame context before every slate.I’m a little over 1,000 games logged now. Not just box scores. The whole pre-game itinerary from injuries, starting lineups, late scratches and pre-game beat report notes, rotation changes, last 3 games both rolling recent three and current matchup previous three results. I've been tracking coach quotes, matchup style, pace expectations, defensive scheme, who gets doubled, who brings the ball up, who loses touches when someone comes back and who gains shots when a role player sits and how the previous game changed the next game plan. & morePoint is after about 500 games of testing with this newer process I have large enough sample and proof, the model moved from about 54% to 61% hence my post.The main change was this: I stopped modeling player props first. Now I model the game first. The game layer of the system is built to identify the environment before the player projection ever runs. It looks at pace, coverage, injury impact, rotation changes, shot profile, defensive pressure, and how the matchup is likely to shape possessions. A fast game with weak transition defense creates completely different player opportunities than a slow half-court game where both teams switch and force late-clock shots. Same thing with injuries. A starter being out does not automatically mean every replacement gains usage. Sometimes the ball shifts to a second creator. Sometimes the bench absorbs the minutes but not the shots. Sometimes the defense changes its coverage because the spacing is different.That is why I started treating the game as the first prediction. Once the model has a projected game script, then the player layer distributes usage, shots, assists, rebounds, and defensive pressure inside that script. That helped a lot because players do not create stats in isolation. Their stats come from the environment they are dropped into.That is where my old model was weak. It saw player-level trends, but it didn’t understand why those trends happened.For the stack, I’ve been testing a few things: XGBoost handles most of the structured slate features. Random forest is useful as a sanity check because it exposes when the model is overreacting. TGNN-style graph features help with player/team interaction stuff, especially usage redistribution. Monte Carlo simulation helps map different game scripts instead of pretending there is one clean projection. I’ve also tested a quantum simulation weighting layer, but honestly most of the real gain came from better pregame capture, not from making the model simulations any deeper.The biggest lesson from logging all of this: Reverse engineer your systems and you need to know where to dig to find gold.(Golden Nugget: I automated a pipeline that pulls videos from YouTube channels that post player/game updates close to tip, transcribes them, and feeds the useful parts into my database. Did the same thing with X accounts, injury/news posts, beat reporters, and other pregame info sources. It is basically a sports version of the crypto news bots people use for memecoin trading back in 2024.)Curious if anyone else builds this way. Do you start with the player projection and adjust for the game, or do you model the game first and let the player outcomes come from that? via /r/NBATalk https://ift.tt/vlpPA9s
Monday, June 8, 2026
BitRefill is a great service that makes it easy for people to purchase gift cards and vouchers for a discount with their crypto.Currently they have a refer a friend programme where they give both the new user and referrer $5 in free Bitcoin once the new user has spent $50 on gift cards and vouchers.BitRefill has been around for a while and they advertise a lot on Reddit. Many users have take advantage of the free Bitcoin bonus. If you have a bit of crypto they are a great service to use.You can deposit your Bitcoin via the lightning network, straight from a Coinbase account, or via the usual Bitcoin core network.Links:Here are the links for BitRefill.My Referral Link $5 bonus - Ensure the code w8zjokmu is entered in the 'I have a referral code' box.non-referral link (no bonus).Proof of $5 rewardRefer-a-Friend ProgramSteps:Here are the steps to follow to get your free $5 in free Bitcoin:Sign up with my referral link / non-ref (no bonus).Purchase a total of $50 in products. This can be spent all in one go or spread across multiple products. ( I purchased a £40 voucher to be sure, this is just over $51).You'll see $5 bonus in BTC added to your wallet immediately after payment.You can withdraw the $5 bonus straight away.Share your referral code for more free satoshis.If you a bit of crypto and haven't tried BitRefill yet now is the time. You can always sign-up and just use it to purchase a gift card when you need. The ability to deposit via lightening is also a great feature. via /r/freebitcoin https://ift.tt/YXaNSvs
Sunday, June 7, 2026
Saturday, June 6, 2026
Been thinking about a problem: Robinhood Chain just launched tokenized equities (TSLA, AMZN, PLTR, AMD) as ERC-20s on an Arbitrum Orbit L2. AI agents are going to manage these portfolios - that much is obvious. But the question nobody's answered well is: how do you let an AI trade securities autonomously without giving it unlimited power?Enzyme and dHEDGE solved this for crypto funds years ago (vault policies, allowed assets, etc). But tokenized equities are regulated securities - the SEC confirmed it in January. And in February, the SEC Crypto Task Force explicitly said algorithmic agents need "examiner-ready mandates with defined risk limits, kill authority, and change control."There's a new EIP for exactly this: ERC-8226, Regulated Agent Mandate (drafted April 2026). It defines how a human delegates scoped, time-bounded, financially-capped authority to an agent, and how token contracts verify mandate validity at the point of transfer. The standard's reference implementation section was empty. So I built one.What it does:A capital owner deposits into a vault, sets the rules (allowed stocks, max 30% per name, max 60% across correlated tech stocks, a spending cap, a kill switch), and the AI trades autonomously. But every trade passes through 5 enforcement layers checked atomically by the contract:Asset allowlist → revert if not permittedPer-name concentration cap → revert if >30%Correlation-cluster cap → revert if correlated stocks >60% combinedERC-8226 mandate budget (per-tx + cumulative) → revert if exceededFreeze/kill switch → revert if regulator halted the agentThe reverts are the whole point. No prompt injection, no compromised backend, no agent cleverness can override a revert at the EVM execution layer.The correlation cap is the part I'm most interested in feedback on. TSLA, AMZN, PLTR, AMD are all tech-growth stocks that move together. A naive system lets you put 25% in each and say "I'm diversified", but you're running 100% correlated tech-beta. The contract assigns all four to cluster ID 1 and caps cluster exposure at 60%. You can't game it by spreading across names.The AI system:Two agents - a Strategist (reads live market data from Yahoo Finance, forms allocation targets) and a Risk Officer (independently reviews every proposed trade against the mandate before submission). The agent has cross-cycle memory and avoids churn. Six reasoning phases, all visible in the frontend.Deployed on Robinhood Chain testnet (chain 46630):All contracts verified on the Blockscout explorerHappy path: 25k USDG → TSLA executed, ComplianceReceipt emitted ✓Four reverts demonstrated: AssetNotPermitted, PositionLimitExceeded, ClusterConcentrationExceeded, MandateNotActiveForAmount ✓Repo: https://ift.tt/rkHibun 33-test Foundry suite covers every revert path. Contracts are CC0. If you're building anything in the "AI agents + regulated assets" space, the MandateRegistry is designed as infrastructure you can reuse.Would love feedback, especially on:The correlation-cluster cap design - is grouping by a uint16 cluster ID too simplistic? Should it be oracle-based correlation?ERC-8226's one-active-mandate-per-agent constraint - does that feel right for regulated markets, or too restrictive?Anyone else implementing RAMS? Found zero other implementations so far. via /r/CryptoTechnology https://ift.tt/4WZK8Eu
Friday, June 5, 2026
Yes, casino gambling is permitted in Edmonton and across Alberta, but it operates within a regulated framework. The province's gaming industry is overseen by the Alberta Gaming, Liquor and Cannabis Commission (AGLC), which is responsible for licensing operators, enforcing regulations, and promoting responsible gambling practices. Alberta's gaming laws are established through provincial legislation and regulatory policies designed to protect consumers and maintain fair play.For those who enjoy the traditional casino experience, the Edmonton area offers several popular destinations. River Cree Resort & Casino, located just west of the city, and Century Mile Racetrack and Casino near the Edmonton International Airport are among the most recognized gaming venues in the region.That said, many players now prefer the convenience of online gaming. Alberta's official government-backed platform, Play Alberta, provides online casino games, sports betting, and other gambling options under provincial supervision.Canadians may also encounter other online gambling platforms, but it's important to be selective. Before registering with any site, verify its licensing credentials, review its security standards, and ensure it offers responsible gambling features. Many players also prefer platforms that support trusted payment methods such as Interac for deposits and withdrawals.Interac is not the fastest, no. But it's the most secure 100% and you can always transfer your crypto through Interac. No matter where you choose to play, responsible gambling should always come first. Set spending limits before you begin, stick to a budget you can afford, and view gaming as a form of fun rather than a way to generate income. Believe me, even if you worked 40 hours, you wouldn't win enough to make it worthwhile. But it's a helluva lot of fun when you win 200$ randomly and are like, guys drinks are on me! via /r/EdmontonGameofCards https://ift.tt/8mBDxK0
Thursday, June 4, 2026
I have 007 First Light (Steam) Nvidia Code for RTX 5060ti Desktop/ 5060 Laptop or above owners - I can not help you with the activation as I only provide the code.You should not have used your GPU before for any promo.Price : $35 via Paypal F&F/ CryptoOld Flair Profile 1, old Flair Profile 2 , Flair Profile 3 via /r/SteamGameSwap https://ift.tt/9WmVMNq
Wednesday, June 3, 2026
Tuesday, June 2, 2026
Has this happened to anyone out there looking for work and using LInkedin? I got an inmail and person asked me for my Whatsapp contact info so their boss could call me. Bottom line: Boss had a deluxe well paid job for me but part of the pay would be in crypto or spot gold! and I had to trade one or the other with Boss's supervision to prove that i was competent to receive the result. The job was going to be starting in 10 more weeks. I resisted as the whole thing sounded strange. What would you have done via /r/recruitinghell https://ift.tt/AaqdJBS
Monday, June 1, 2026
I find the whole thing massively overhyped, specifically defi apps.Take Arcium as a case study. Arcium is a privacy protocol on Solana that basically enables computation on encrypted data, encrypted by different people. An obvious use case is a sealed auction where you cannot see the participating bids.Privacy is probably one of the biggest narratives currently on-chain, but to be honest it is not exactly a groundbreaking infrastructural upgrade that will transform the world, or even defi. That would be fine if it wasn't for the ridiculous overhyping on twitter and discord of these projects. I remember in my own case I was trying to bring privacy to my dapp and thought there would be some niche group of devs fleshing out the token2022 extension or whatever which had long been disregarded - but what I found was something completely different. I joined the Arcium discord and it has literally 200k members of mainly nigerian and south asian users, who spam things like "gmpc" constantly, (portmanteau of gm and multi-party-computation, mpc) . THOUSANDS of people are lining up to spam messages every day to boost their points on this stupid discord leaderboard and professing their belief in this tech like a literal CULT. a HUGE swath of people are trying to become "crypto influencers" specifically "arcium influencers" where they make weird short form content about how groundbreaking this extremely niche tech is. Its honestly just cringe. What even has been built with this? Crafts.dev, glorified DAO framework, no-one even knows what it is. Bench.markets, generic prediction market. Then there are about 10 copies of Umbra like "Stealf finance" which are all pretty much the same. Zinc.cash, which literally just looks like a scam its a POW app on a POS chain, - certainly not anything important to society like the Arcium founder endlessly professes about. Anonmesh, wow you can send crypto from mount Everest thats so useful! Lets make 10000 videos about it on twitter in hopes they will pay me 10 dollars to be their official community manager! Even my own project I got so many DMs on telegram of people claiming they were experts in security audits or were community managers - and they literally would write 2000 word essays about my shit in hopes I'd pay them to promote it π (all of it was AI of course). Idk maybe thats a dumb complaint but there is something so incredibly toxic about it all. There's no good ideas here its all just a game of hype. Thats not to say there arent some genuinely good projects built here. Umbra is basically the only one and its a genuinely good idea made by some genuinely smart people, but its still not super useful until dApps and trading venues will adopt this mpc tech, which will likely not happen for years because the MPC is painfully slow - you cannot make a simple matching engine on it at all. If this stuff was really that awesome then Sols price would be in a league of its own, but ofc its tied to btc and eth and so on bc ultimately its just yet another crypto chain. Then take the RTGs and the Colosseum hackathon. Arcium was a sponsor. Basically just consists of thousands of vibecoded apps that are all entirely useless or YET ANOTHER prediction market of some kind. Pretty much every app that won the wave 1 RTG has since died, and then they decided to make almost NO ONE "eligible" for the wave 2 rtg - aka they just arent giving out their tokens other than to insiders or people who spammed messages in their discord. The col hackathon and the RTGs are just a massive ploy to get people to mess around with code and make their ecosystem look active to boost their TGE, which is always "just a few weeks away!". All these high-production quality ads and conferences and so on where toly and mert can hype up NFTs for 5 seconds to keep people on the edge of their seat, and now they are hyping up privacy. Its all garbage. NFTs have no applications realistically. Blockchain technology is genuinely quite interesting but I dont think anyone is really making it big from a genuinely novel dapp or whatever, esp now Claude code has poisoned everything. Its just a game of what is the most popular and what has the most attention. Sol will not change the world and it wont change finance either. via /r/solana https://ift.tt/5USrb9v