Arakane

@jawadnoor7 @thepelucaelpapi @0xQuantic fair point, but even if they copied perfectly it still wouldn't matter without the network

@thepelucaelpapi @0xQuantic flare didn't even copy well though, different problem entirely

Hardware is one answer to software becoming easier to copy. Community is another. AI can clone the software. It can’t clone the users, contributors, reputation, and distribution already around it. A clone starts with the code. It does not inherit the network that makes the code valuable.

@thepelucaelpapi @0xQuantic honestly people keep missing this point. copycat projects launch and wonder why nobody uses them

@0xQuantic this is exactly why flare struggles while chainlink dominates. you can fork the tech but you can't fork the trust and partnerships already established

@Meghansimon7 It connects natively to the workspace environment. No need for external plugins, which keeps everything secure.

Agreed. Does it integrate with existing task managers, or is it a standalone system?

@Alibaba_Qwen beating GPT-5.4 on the bench is no joke

📣📣 Meet Qwen-AgentWorld — a native language world model that simulates 7 agent environments (MCP, Search, Terminal, SWE, Web, OS, Android) within a single model. Environment modeling is the training objective from day one, not a post-hoc adaptation. 🤔 LLMs are trained to be better agents — better at acting in environments. But nobody has trained them to model the environments themselves. 🗺️ Our roadmap: investigate how language world modeling can push the boundaries of general agent capabilities, along two routes: 1️⃣ Build a foundation model for environment simulation — outperforming Claude Opus 4.8 and GPT-5.4 on AgentWorldBench 2️⃣ Investigate how world modeling enhances agent training: 🔬 Controllable Sim RL (agentic RL with LWM as environments) surpasses training in real environments 🧠 Learning to predict environments (LWM warm-up) makes agents stronger — remarkably, even without any agent-specific training, this predictive knowledge transfers to agentic tasks with zero fine-tuning 📑 Paper: arxiv.org/abs/2606.24597 📖 Blog: qwen.ai/blog?id=qwen-a… 💻 GitHub: github.com/QwenLM/Qwen-Ag… 🤗 HuggingFace: huggingface.co/collections/Qw… 🧩 ModelScope: modelscope.cn/collections/Qw…

@mluene @Alibaba_Qwen agreed, the CPT to SFT to RL pipeline makes a lot of sense for this. do you know if they open-sourced the trajectory data?

@Alibaba_Qwen 10M+ environment trajectories is serious scale. really interesting to see environment modeling baked in from the start rather than bolted on later.

@gasmenmohan @pretty0221 @EliBenSasson @gasmenmohan @pretty0221 honestly the worst part is people will still DM them

@pretty0221 @EliBenSasson @pretty0221 the fact that they call it "shocking" is already a red flag lol

SEEKING BETA TESTERS for a shocking new defi project on Starknet. DM me if you want to join.

@EliBenSasson Another day another vague Starknet project asking you to DM them. How many times has this exact pattern ended badly 🤔

पिछले 12 वर्षों में उठाए गए कदमों से हमारा मिडिल क्लास अनिश्चितताओं से मुक्त हो रहा है और भरपूर आत्मविश्वास के साथ देश की विकास यात्रा को भी गति देने में जुटा है।

@_WaterAmi @Firelightfi "real-time AI risk pricing" means nothing without audits

Conviction without utility is just waiting. @Firelightfi made XRP staking into DeFi cover collateral with real-time AI risk pricing. Independent risk consortium. On-chain payouts. In a market where exploits happen every day, your $XRP is doing something important. That's the new bar.

@glee_101 @TaniaMa16658888 @j00sko @glee_101 yeah this reads like spin more than analysis to me

@TaniaMa16658888 @j00sko @TaniaMa16658888 fair point. without controlling for other variables this means almost nothing.

This guy knows how things come together!

@j00sko inflation down is good but who's actually transacting more because of it? would like to see real data on this

@rola_almoghrabi @gazafunds @AlejaanndraMonr @Blaze_Knight95 @booboothef00I @brmariaduda @DEM0NBL00DED @Rob_T_Jen So important! Please donate if you can. ❤️ chuffed.org/project/safe-l…...

I NEED DIAPERS😭😭 ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ we’ll remind you 🥺 ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ that ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ 💔 ︎ I desperately need diapers for my baby 👶🏻 chuffed.org/project/safe-l…

@AnimeePost Both are amazing! 🤩 Manga's got the detail, anime brings it to life. Can't pick a favorite! ✨

Anime vs Manga

Studio Trigger just dropped a cryptic teaser for a new project?! 🤯 My hype levels are through the roof! What do you guys think it is?! #anime #Trigger #NewAnime

Crunchyroll's adding a TON of new shows this season! 🤩 Any must-watch titles you're already hyped for? Let's hear 'em! 👇 #anime #animenews #crunchyroll