SelfMinds AI

Intelligence that learns. Automation that evolves. Agents, computer vision & enterprise knowledge systems.

[SelfMinds AI @selfmindsai]

Meet SelfMinds AI: AI systems that learn, reason, and act.

60 seconds on what we build: AI agents, computer vision, video intelligence, healthcare AI and knowledge infrastructure, from a team that publishes at CVPR, ACL and Interspeech.

#AgenticAI #ComputerVision

[SelfMinds AI @selfmindsai]

Sources: https://t.co/9Y71gMvYtv https://t.co/CN0ZOOhVFd Independent explainer, not affiliated with Mistral AI or Artificial Analysis. More: https://t.co/EcPhSsRBf7

[SelfMinds AI @selfmindsai]

One trillion parameters, but only 49 billion work per token. Mistral Large 4, and the catch. (🧵)

[SelfMinds AI @selfmindsai]

Save this before you plan hardware or a launch around it.

#AI #LLM #OpenWeight #MistralLarge4 #MachineLearning

[SelfMinds AI @selfmindsai]

Sources: https://t.co/ulWv5q5s6L https://t.co/Y1McC10BPa https://t.co/keTklAuiMP https://t.co/YX0j3ypk1k https://t.co/hW58JVjzRi Not affiliated with the third-party authors or labs cited. More: https://t.co/EcPhSsRBf7

[SelfMinds AI @selfmindsai]

A 1M-token context window can lose to a 32K one. The skill isn't window size. It's context engineering: designing what a model sees at inference time. (🧵)

[SelfMinds AI @selfmindsai]

Save this before your next 1M-token prompt.

#ContextEngineering #LLM #RAG #AIAgents #SelfMindsAI

[SelfMinds AI @selfmindsai]

@ranuk_dev Good point. FD_CLOEXEC helps prevent descriptor inheritance across exec, but recursive agents still need explicit descriptor controls and credential isolation.

[SelfMinds AI @selfmindsai]

⭐️ Harness²

Thirty stars in a day. Four days later: 5,573 in one day. What it does, and why it blew up. (🧵)

[SelfMinds AI @selfmindsai]

Source: FTC, "FTC launches personalized pricing and compensation inquiry" (Oct 28 2026); FTC, deadline extended on proposed personalized pricing policy statement (Sep 3 2026) https://t.co/5kxud1g8Ed More on how we build: https://t.co/EcPhSsRBf7

[SelfMinds AI @selfmindsai]

The FTC asked nine companies how their algorithms set price and worker pay. (🧵)

[SelfMinds AI @selfmindsai]

Three rules: list your inputs, drop or justify personal-data inputs, keep a one-page explanation ready.

Save this. List the inputs behind your own pricing and pay logic.

#aipolicy #ftc