Jason C.

6.2K posts

Jason C.

Jason C.

@JasonCSJason

🎯Co-founder of https://t.co/1aXbYfuYZH (The AI Launchpad) | https://t.co/aULkIowz1R (1.5M Subscribers, TOP 1 AI Newsletter) | https://t.co/1Mx9fdUig1 (TOP 1 AI GTM Engine, $12M+ ARR)

Entrou em Mart 2018
777 Seguindo21.4K Seguidores
Jason C.
Jason C.@JasonCSJason·
@MiniMax_AI Dependability is the next frontier in AI. M2.7 prioritizes consistent performance. Trust becomes scalable.
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MiniMax (official)
MiniMax (official)@MiniMax_AI·
Introducing MiniMax-M2.7, our first model which deeply participated in its own evolution, with an 88% win-rate vs M2.5 - Production-Ready SWE: With SOTA performance in SWE-Pro (56.22%) and Terminal Bench 2 (57.0%), M2.7 reduced intervention-to-recovery time for online incidents to 3-min on certain occasions. - Advanced Agentic Abilities: Trained for Agent Teams and tool search tool, with 97% skill adherence across 40+ complex skills. M2.7 is on par with Sonnet 4.6 in OpenClaw. - Professional Workspace: SOTA in professional knowledge, supports multi-turn, high-fidelity Office file editing. MiniMax Agent: agent.minimax.io API: platform.minimax.io Token Plan: platform.minimax.io/subscribe/toke…
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Jason C.
Jason C.@JasonCSJason·
@dee_naliaks Agent builders know this pain. Everything runs perfectly… until one tool call randomly fails and the entire pipeline dies. Reliability matters more than intelligence for agents.😀
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Python Developer
Python Developer@Python_Dv·
Machine Learning Models Explained
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Tulsi Soni
Tulsi Soni@shedntcare_·
Your AI gives wrong answers because it can't find the right info. Nobody makes content about this.
Nishkarsh@contextkingceo

We've raised $6.5M to kill vector databases. Every system today retrieves context the same way: vector search that stores everything as flat embeddings and returns whatever "feels" closest. Similar, sure. Relevant? Almost never. Embeddings can’t tell a Q3 renewal clause from a Q1 termination notice if the language is close enough. A friend of mine asked his AI about a contract last week, and it returned a detailed, perfectly crafted answer pulled from a completely different client’s file. Once you’re dealing with 10M+ documents, these mix-ups happen all the time. VectorDB accuracy goes to shit. We built @hydra_db for exactly this. HydraDB builds an ontology-first context graph over your data, maps relationships between entities, understands the 'why' behind documents, and tracks how information evolves over time. So when you ask about 'Apple,' it knows you mean the company you're serving as a customer. Not the fruit. Even when a vector DB's similarity score says 0.94. More below ⬇️

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Jason C.
Jason C.@JasonCSJason·
@LeoYe_AI Key-free GPT-5.4 access is honestly underrated.
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Leo Ye
Leo Ye@LeoYe_AI·
🚨 GPT-5.4 just dropped — and MyClaw.ai is FIRST to ship KEY-FREE access. No API key. No setup. Switch model → done. But we're going bigger: 💰 $1M Token Subsidy Event ⚡️ GPT-5.4 at 50% OFF official pricing ⏰ 24 hours only While others are still configuring API keys, MyClaw users are already running the new SOTA model at half price. Built on @openclaw🦞 cc @steipete @AlexFinn
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Jason C.
Jason C.@JasonCSJason·
GPT-5.4 is live. MyClaw users? Zero setup, zero keys, straight to the new SOTA. Grab the $1M Token Subsidy — 50% off for 24 hours only. Don't sleep on this.
Leo Ye@LeoYe_AI

🚨 GPT-5.4 just dropped — and MyClaw.ai is FIRST to ship KEY-FREE access. No API key. No setup. Switch model → done. But we're going bigger: 💰 $1M Token Subsidy Event ⚡️ GPT-5.4 at 50% OFF official pricing ⏰ 24 hours only While others are still configuring API keys, MyClaw users are already running the new SOTA model at half price. Built on @openclaw🦞 cc @steipete @AlexFinn

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Csaba Kissi
Csaba Kissi@csaba_kissi·
Wondering if there is still a coder who doesn't use AI at all. I simply can't imagine that.
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Jason C.
Jason C.@JasonCSJason·
@DeRonin_ Setup time reduced from 20+ mins to under a minute. This is why I love myclaw.ai!
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Jason C.
Jason C.@JasonCSJason·
You myclaw.ai made management effortless. Beautiful UI/UX accessible from any device.
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Jason C.
Jason C.@JasonCSJason·
@Prathkum Real talk: if SWE-Bench is the gold standard, M2.5 is basically tied with Opus but costs pennies. Why pay more?
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Pratham
Pratham@Prathkum·
MiniMax M2.5 > Claude Opus 4.6 I have been using it for a couple of days and have never hit the limit. I am currently on the Coding Plus plan which gives me 300 prompts per 5 hours. My new setup is OpenCode + MiniMax M2.5 What I have noticed: M2.5 – handles multi-step coding workflows and repo-level reasoning more reliably – better at chaining actions. think: generate test, fix bug, refactor, repeat – high TPS throughput M2.5 hits ~80%+ on SWE-Bench coding benchmarks on par with Opus and runs these tasks 37% faster than its predecessor while costing ~1/10th - 1/20th the price. Check out the video.
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Csaba Kissi
Csaba Kissi@csaba_kissi·
Unpopular opinion: Your GitHub star count doesn't matter; your ability to solve real problems does.
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Jason C.
Jason C.@JasonCSJason·
@ianzelbo I can’t believe you put this together in just 5 minutes – it looks like a polished production. Truly inspiring!
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Ian Zelbo
Ian Zelbo@ianzelbo·
Minimax gave me access to their latest model so I spent the weekend vibe coding some fun ideas I’ve had
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