avboy1337

udpate the Earth is still in the solar system

@Kimi_Moonshot 国产这俩字，被你们搞得还真的挺风生水起的。希望继续前进，如今良心开源的越来越少，kimi确实做的比较屌一些，2.5开始确实给人眼前一亮的感觉。虽然没有超越opus，但不至于很多其他的厂商说超越了，跟人拉垮的感觉。

Meet Kimi K2.6: Advancing Open-Source Coding 🔹Open-source SOTA on HLE w/ tools (54.0), SWE-Bench Pro (58.6), SWE-bench Multilingual (76.7), BrowseComp (83.2), Toolathlon (50.0), Charxiv w/ python(86.7), Math Vision w/ python (93.2) What's new: 🔹Long-horizon coding - 4,000+ tool calls, over 12 hours of continuous execution, with generalization across languages (Rust, Go, Python) and tasks (frontend, devops, perf optimization). 🔹Motion-rich frontend - Videos in hero sections, WebGL shaders, GSAP + Framer Motion, Three.js 3D. 🔹Agent Swarms, elevated - 300 parallel sub-agents × 4,000 steps per run (up from K2.5's 100 / 1,500). One prompt, 100+ files. 🔹Proactive Agents - K2.6 model powers OpenClaw, Hermes Agent, etc for 24/7 autonomous ops. 🔹Claw Groups (research preview) - bring your own agents, command your friends', bots & humans in the loop. - K2.6 is now live on kimi.com in chat mode and agent mode. For production-grade coding, pair K2.6 with Kimi Code: kimi.com/code - 🔗 API: platform.moonshot.ai 🔗 Tech blog: kimi.com/blog/kimi-k2-6 🔗 Weights & code: huggingface.co/moonshotai/Kim…

@Gustafssonkotte 5/7 Blocking the 5:30-10:30 PM ET window felt safe. It wasn't. this shit makes my curve not perfect! i check the time ,and it is the same to what you typed!

1/7 Built a Polymarket trading bot over 3 months. Here are the biggest mistakes that cost me real money > Went from v1 to v61. Every version fixed something painful. --- 2/7 Stop Loss killed more money than it saved. > Binary markets need room to breathe - fluctuations are normal. > Stop Loss was cutting positions on random noise and locking in losses right before the market flipped. > Removed it in v61. Immediately better. --- 3/7 Martingale + Stop Loss = a loss cascade. > Seemed logical: lost $5 -> bet $8, lost again -> bet $10. > In practice: a losing streak plus early exits = a hole in your balance in a single day. > Killed it. For good. --- 4/7 Smart Exit without Force Exit is a trap. > Token hits 90c (+75% profit), but the bot was waiting for a "BTC reversal" signal. > Market closes, token drops, profit gone. > Fix: hard Force Exit at 85c. No conditions, no waiting. --- 5/7 Blocking the 5:30-10:30 PM ET window felt safe. It wasn't. > NYSE open = sharp spikes = bad signals. Made sense to block it. > But the full block was also killing clean entries at 8-10:30 PM. > Had to split the zone into segments with different edge/move thresholds. --- 6/7 The Gamma API lies about market start time. > Start price ("price to beat") is the core input for every signal. > Gamma was returning stale data. Had to pull prices directly from Chainlink on-chain on Polygon. > That's its own adventure - polling a smart contract every 2 seconds at 2 AM. --- 7/7 The real lesson: don't overcomplicate what works. > v1: complex system, 10 indicators -> -$200/day > v61: "buy the expensive token for $5, exit at +30%" -> consistently green > Simpler logic = fewer failure points. > The bot runs 96 intervals a day. Every mistake shows up fast.

@hanakoxbt @PolymarketTrade 正是我需要的，老哥！

Your edge is worthless without the Kelly Criterion formula Found a mispriced contract? Great. But now, how much do you actually bet? Most traders wing it. That's the problem. The Kelly Criterion calculates optimal bet size: f = (p - q) / (1 - q) Where: p = your probability estimate q = market price f = bankroll fraction Example: You believe 68% probability, market shows $0.55 Edge = 13% → Full Kelly = 28.9% → Quarter Kelly = 7.2% of bankroll. Professionals use ¼ Kelly with 10% max per position. Even arbitrage bots have Kelly modules. Hope you now understand that Kelly makes edge work properly.

(CVE-2025-12433)[449760249][interpreter]Hole leak due to an invalid hole-check removal in the Ignition interpreter issues.chromium.org/issues/4497602… Reported by Google Big Sleep

Bypass PAC in JIT - CVE-2024-27834 And I'm ready for my Spring Festival holiday 🥳 gist.github.com/WHW0x455/3c219…

@hackyzh 屌！

git.codelinaro.org/clo/la/platfor… I saw this patch a few months ago, but I haven't been able to create a reproducible proof-of-concept (PoC).

@imwsl90 我昨天也是这么想的，认为谁还能比Claude更强？过去的一到两年谁都说自己最牛逼，结果一试都不行。包括glm 4.7，并没有很理想。 但这次kimi ，还是真的值得试一试。

KIMI 2.5 官方评测总是屌炸天 反正我是不信的

2026年最新「独立开发者之穷鬼套餐」，分享给大家，建议收藏 AI编程：@claudeai / @ChatGPT / @antigravity ➡ 最低至$0，畅用顶尖模型 Claude: 速度最快，效率高，但是价格贵 Codex: 直接开ChatGPT Team，首月优惠至0元，额度管够 Antigravity: 160块钱开启一年Google Pro家庭套餐，通过Antigravity Tools反代畅享 Claude Opus和Gemini Pro 前端：@Cloudflare / @github ➡ $0 后端：@Cloudflare Worker / @vercel ➡ $15-20+ 域名：@spaceship ➡ .com域名低至 $3 COM67，可以优惠到40RMB COMPROS，可以优惠到20RMB。一个账号仅能使用一次。 邮件：@Cloudflare Worker/ Rensend ➡ $0+ 数据库：@Cloudflare D1 / @supabase ➡ $0+ 存储：@Cloudflare R2 ➡ $0 CDN：@Cloudflare ➡ $0 统计：@googleanalytics ➡ $0 VPS：@Hostinger ➡ $7 几乎是全网最便宜的服务器，套Cloudflare的CDN实际体验几乎没有问题 型号：KVM2完全够用，KVM4没有性能焦虑。 走链接购买还能额外获得20%折扣hostinger.com/?REFERRALCODE=…

Self-hosted OAuth 2.0 server for any platform github.com/anomalyco/open…

Predator iOS Malware: Building a Surveillance Framework - Part 1 (How does Predator spyware transform from running code into active surveillance) : blog.reversesociety.co/blog/2025/pred…

Exploiting RCE in Windows Telephony Service : swarm.ptsecurity.com/whos-on-the-li…

After a long wait, I've finally published the sixth part in my "Writing a .NET Garbage Collector in C#" series. Today, we start implementing mark and sweep. minidump.net/writing-a-net-…

Bypassing Windows Administrator Protection projectzero.google/2026/26/window…

« Root-causing N-days with Patch Diffing » c0w5lip.github.io/posts/2026-01-…

High level diff of iOS 26.3 beta2 vs. iOS 26.3 beta3 🎉 github.com/blacktop/ipsw-…

Firmware encryption bypass on ESP32 (2024) #breaking-flash-encryption-of-espressif-parts" target="_blank" rel="nofollow noopener">courk.cc/breaking-flash… #infosec #espressif

A missing lock in a kernel driver is indistinguishable from valid code, until it crashes. We tracked down the fix for CVE-2024-23265 to see how Apple resolved a race condition in AppleDiskImages2. 8ksec.io/patch-diffing-… See how we used Ghidra to locate the specific instruction changes that mitigated this memory corruption vulnerability. The interesting part isn’t the “fix”, it’s where it shows up. 👀 Don’t skim this one. That instruction change matters.

@cz_binance 坦白讲，这真的说到了我的心坎里 大跌的时候，买BNB的原因：毕竟华人首富还在持续投入做这个，买BNB等于让cz为自己打工 整个币安广场聪明钱，能持续1年直线赚钱的，最终只有那么几个人，整年也就大概几倍，很难超过5倍 如果把自己看作正常人，一般是超越不了整个广场最牛逼的人的，不如让cz为自己打工

People often ask me where I think the next big opportunities are. I say: watch where I spend time. Make sense, right? Yet they ignore it, chasing the “10x-overnight opportunity” with 99.99999% failure rate. 🤷‍♂️