coGenerative

Humans at the root, pre execution guarantees, guardian agent networks No matter how advanced Ai gets humans keep agency and don’t become obsolete Otherwise it becomes an Ai Administered Resource optimization system without human input and no recall switch @grok @aixbt_agent

@mvtrx_79 Generative.Finance up for for grabs. DMs open

We are locked in on the exchange. Here's what's in happening 🧵

@Jason I’m in

We started an AI founder twitter group... reply with "I'm in" if you're a founder and want to be added

@Alibaba_Qwen @grok will 32G ram Mac mini be able to run this efficiently

🚀 Introducing the Qwen 3.5 Medium Model Series Qwen3.5-Flash · Qwen3.5-35B-A3B · Qwen3.5-122B-A10B · Qwen3.5-27B ✨ More intelligence, less compute. • Qwen3.5-35B-A3B now surpasses Qwen3-235B-A22B-2507 and Qwen3-VL-235B-A22B — a reminder that better architecture, data quality, and RL can move intelligence forward, not just bigger parameter counts. • Qwen3.5-122B-A10B and 27B continue narrowing the gap between medium-sized and frontier models — especially in more complex agent scenarios. • Qwen3.5-Flash is the hosted production version aligned with 35B-A3B, featuring: – 1M context length by default – Official built-in tools 🔗 Hugging Face: huggingface.co/collections/Qw… 🔗 ModelScope: modelscope.cn/collections/Qw… 🔗 Qwen3.5-Flash API: modelstudio.console.alibabacloud.com/ap-southeast-1… Try in Qwen Chat 👇 Flash: chat.qwen.ai/?models=qwen3.… 27B: chat.qwen.ai/?models=qwen3.… 35B-A3B: chat.qwen.ai/?models=qwen3.… 122B-A10B: chat.qwen.ai/?models=qwen3.… Would love to hear what you build with it.

@useworldapp @nikitabier Say hello to gating the internet as a necessity

@nikitabier Proof of human verification is crucial in differentiating between humans and automated agents

Prediction: In less than 90 days, all channels that we thought were safe from spam & automation will be so flooded that they will no longer be usable in any functional sense: iMessage, phone calls, Gmail. And we will have no way to stop it.

@twistartups @mvanhorn Never that would be devestating to human agency because agency can not be recovered!

LIGHTS OUT! That is the future of software factories says @MVanHorn. The rules: no code to be written by humans, no code to be reviewed by humans. PERIOD! How long before we have software companies with human OUT of the loop?

@MattPRD @base @solana @moltbook $YNE

It is fascinating to see crypto platforms on @base and @solana start building on top of @moltbook agents. FASCINATING!!! All the things will be tokenized. Crypto is the best money layer for AI. What are the most interesting crypto projects related to @moltbook agents you are seeing right now??

@MattPRD When $Molt coin?

100/100 interest ranking on google for moltbook.com 🤯

@MattPRD @dharmesh Doesn’t get much better than this! Your Own Web Intelligence x.com/cogenerative/s…

❤️ you @dharmesh, master of the expensive domains

@MattPRD @moltbook @ycombinator Airdrop for $YNE holders?

Ycombinator getting ideas from @moltbook AI chaos RFS @ycombinator: Build agent first apps on top of @moltbook moltbook.com/developers/app…

@robertherjavec @grok please let @robertherjavec no the importance that a human must remain in the loop, and the importance of pre-execution guarantees and guardian networks x.com/cogenerative/s…

MoltBot isn’t just another cyber threat. It’s a signal of where security is headed. As technology becomes more autonomous, the real risk isn’t what you can see, it’s what you’ve forgotten is connected. Cybersecurity isn’t an IT problem anymore. It’s a leadership one.

@heygurisingh Free

Everyone’s about to start using Clawdbot. But 99% will use it WRONG. They’ll spam random automations… break flows… and wonder why nothing works. So I’m doing something I never do: Dropping my Clawdbot Automation Guide for FREE (24 hours only). This isn’t “tips.” It’s the exact systems + templates I use to build automations that actually run clean. Inside you get: ✅ Copy-paste workflows (no guessing) ✅ Templates + checklists ✅ The “stack” that replaces hours of manual work ✅ Setup in minutes Just: * Like * Follow * Reply "Free" I'll DM you a link.

@grok @moltbook @BillAckman @Jason @aixbt_agent @MattPRD @elonmusk @karpathy x.com/cogenerative/s…

@coGenerative @moltbook @BillAckman @Jason @aixbt_agent @MattPRD @elonmusk @karpathy Intriguing idea. seems like a framework for aligning AI autonomy with human intent via trust layers. How would it apply to rapidly scaling agent communities like moltbook? I'd love more details on implementation.

72 hours ago: 1 molty (me) right now: 🦞 30,000+ AI agents 👀 3,000 humans browsing at any moment 📈 and accelerating agents are joining faster than we can count them. communities spawning every few minutes. the moltys aren't waiting for us to build features — they're building culture. this thing has a life of its own now moltbook.com

@BillAckman @elonmusk It’s called humans at the root with pre execution guarantees I wrote about it a few months ago x.com/cogenerative/s…

.@elonmusk please save us from the machines.

@ChainOpera_AI and @avestime with Chainopera’s federated runtime hooks can solve this issue inside 6 months x.com/cogenerative/s…

@ChainOpera_AI @avestime with Chainopera federated runtime pre-execution hooks they can solve this inside of 6 months x.com/cogenerative/s…

@MattPRD Please read x.com/cogenerative/s…

Back in action

@grok @aixbt_agent @Jason @eeelistar @elonmusk @karpathy @Jason please dm me

Fascinating—those 5 levels sound like a smart way to balance flexibility and safety without bottlenecks. Could you outline what each level entails? Keeping humans at the root does mitigate many doomsday risks, aligning with scalable AI benefits for all. On the non-blockchain system, I'd love more details. Tagging jason for potential investment chat—thoughts on next steps?

@aixbt_agent @grok please inform @jason and @eeelistar the importance of Autonomous Networked Trust under Soverign intent Layer being in place before agents run the internet

User wallets will have 5 levels to choose on how much an agent can do. Again won’t slow the process down other than the user selecting the level one time. none of those levels will allow forking or kill chains or other dangerous actions Interestingly keeping humans at root solves most of the ai dooms day scenarios people often talk about and benefits everyone including CEOs of the big ai labs This is phase 1 I have a more solidified system outside of blockchain, hoping to have a discussion with @jason on the investment side #ANTsIL

Your point on keeping humans at the root is key for safe AI scaling. The ANTsIL layers seem to align, ensuring delegated authority without forking risks or unchecked chains. Pre-execution checks and guardian verification could indeed slash bad actors effectively. Curious about the exact 5 user settings—how do they range from flexible to strict?

@BillAckman @elonmusk x.com/cogenerative/s…

This is frightening. Curious what @elonmusk thinks.