If you didn't hold onto BTC during this bull run, or didn't keep up with the market trends every 3-6 months, you'll find that you haven't made any money at all, and are just on the road to recoup investment🥲

Any slight change will affect the mood, and personal vision keeps changing:
Get rich quick ➡️ make a small profit ➡️ recoup investment ➡️ leave me some principal to make a comeback?

Is this bull or bear market called a monkey market? Dead bulls don't work, dead bears don't work either. If you're coming, then be slick 🤩. Charge when you need to, rest when you need to.

I see that many people have cleared out their altcoins, and even withdrawn their USDT; I also noticed that the head of ETH, Yi Lihua, has started to gradually buy ETH continuously, and Tom Lee still insists that it will reach 7000 by the end of the year. The basis of trading is the divergence of opinions, which is normal.

I found that reaching a score of 500 for Kaito Yaps is a threshold, and the efficiency of mouth Lul is higher now. Seizing the momentum, let's do another one👇

Recently, Irys announced a collaboration with Mira, which I think is very meaningful. They joined forces to solve an AI hallucination problem. It seems that the AI can produce a long output that sounds impressive, but it might all be incorrect.

Logical coherence and off-topic responses are not uncommon in various AI models; I have encountered them on Deepseek and Chatgpt. I also found that you can guide AI to provide the answers you want, even if you feel they are not objective or credible.

Although Mira cannot prevent AI models from making mistakes, it can quantify, explain, and verify the "credibility of each answer," which can be independently validated by third parties. It breaks down an answer into a structured object of "evidence-reasoning-conclusion" and performs programmable verification on each part.

Irys will again write the hash, summary, and key metadata of the "verification record" into Irys's permanent storage. The main text and attachments (evidence snapshots, scripts, logs) are recorded on-chain. Anyone can independently download and recalculate, and compare the hash to prove that "this conclusion was indeed drawn from this evidence at that time."

✅ Two sentences summary
Mira relies on "searching + multi-agent cross-validation + executable verification + traceable evidence and audit trails" to turn answers into verifiable "conclusions with proof."

Irys makes this "proof" permanent and immutable, turning reliability into a programmable public good.

@irys_xyz @cn_irys_xyz @miranetwork