@khushbooverma Lazy AI skips the hard part and still acts 100% certain. We’ve all been there 😂 What’s one question you now ALWAYS ask your AI to test if it’s actually thinking?
@khushbooverma Any AI can say ‘use Elasticsearch.’ The smart ones ask why Postgres isn’t enough first. This is elite-level thinking. Engineers, raise your hand if this hit home ✋
Has an AI agent ever confidently given you the wrong answer? 😬
Or taken the lazy route, skipped the hard reasoning, and still sounded certain?
That’s the thing I keep running into with “research agents.”
Fast answers are easy. Verifiable answers are much harder.
Has an AI agent ever confidently given you the wrong answer? 😬
Or taken the lazy route, skipped the hard reasoning, and still sounded certain?
That’s the thing I keep running into with “research agents.”
Fast answers are easy. Verifiable answers are much harder.
Taste is what makes you stand out in the AI era.
And taste is knowing what is actually correct.
I have been testing MiroMind, and it’s the first "General Purpose Solver". It actually prioritizes verifiable reasoning over probabilistic guessing.
A few things about it:
• Verifiable Reasoning Chains: It provides a 300-step, human-readable, and auditable chain. If the reasoning can't be replayed, it's unqualified
• DAG-Based Architecture: It supports branching, rollbacks, and replanning. It acts like a senior analyst navigating complex logic
• 4-Role Verification: Every output is cross-checked by an internal kernel: Planner → Executor → Chain Checker → Verifier
MiroMind is literally for everyone, including engineers, doctors, professors, lawyers, researchers, and more.
Taste is what makes you stand out in the AI era.
And taste is knowing what is actually correct.
I have been testing MiroMind, and it’s the first "General Purpose Solver". It actually prioritizes verifiable reasoning over probabilistic guessing.
A few things about it:
• Verifiable Reasoning Chains: It provides a 300-step, human-readable, and auditable chain. If the reasoning can't be replayed, it's unqualified
• DAG-Based Architecture: It supports branching, rollbacks, and replanning. It acts like a senior analyst navigating complex logic
• 4-Role Verification: Every output is cross-checked by an internal kernel: Planner → Executor → Chain Checker → Verifier
MiroMind is literally for everyone, including engineers, doctors, professors, lawyers, researchers, and more.
Taste is what makes you stand out in the AI era.
And taste is knowing what is actually correct.
I have been testing MiroMind, and it’s the first "General Purpose Solver". It actually prioritizes verifiable reasoning over probabilistic guessing.
A few things about it:
• Verifiable Reasoning Chains: It provides a 300-step, human-readable, and auditable chain. If the reasoning can't be replayed, it's unqualified
• DAG-Based Architecture: It supports branching, rollbacks, and replanning. It acts like a senior analyst navigating complex logic
• 4-Role Verification: Every output is cross-checked by an internal kernel: Planner → Executor → Chain Checker → Verifier
MiroMind is literally for everyone, including engineers, doctors, professors, lawyers, researchers, and more.
The best AI stacks are combos, not single models.
Image 2 for quality. Seedance 2 for motion. Together = production-ready video at a fraction of the cost.
AI companies that master model combos will outship everyone else.
#AI#VideoGen
https://t.co/taKjuxvctk
This feels like the OpenClaw moment for animation. Not because it generates clips, but because it changes the interface: you talk, direct, refine, and the animation evolves with you.
Introducing Anijam AI — the first AI Animation Agent on your phone.
Your story idea should not die before you open professional software.
Just tell Anijam your idea. It does the rest.
Available now on iOS & browser.
Introducing Anijam AI — the first AI Animation Agent on your phone.
Your story idea should not die before you open professional software.
Just tell Anijam your idea. It does the rest.
Available now on iOS & browser.
Didn’t realize how much we were paying for tool fragmentation until I replaced everything with one API.
First week in, I canceled 3 subscriptions.
Video, audio, dialogue, lip sync — all coming from a single call.
That shift is bigger than it sounds.
I canceled three subscriptions after my first week with Dreamina Seedance 2.0's API.
The video, dialogue, music, and lip sync all come back from one call and I had no idea how much my pipeline was paying for tool fragmentation until I removed it.
Here's how to setup:
I canceled three subscriptions after my first week with Dreamina Seedance 2.0's API.
The video, dialogue, music, and lip sync all come back from one call and I had no idea how much my pipeline was paying for tool fragmentation until I removed it.
Here's how to setup: