tom

[tom @tom_x_pitman]

@python_spaces This is stupid ask. Just share the book if you are willing to do. Why asking all nonsense

[tom @tom_x_pitman]

@code_joyen0 @code_joyen0 pls. DM the resource.

[tom @tom_x_pitman]

@code_joyen0 Agent

[Femke Plantinga @femke_plantinga]

AI agents were THE hype in 2025.

But most still can't explain how they’re different from basic chatbots.

(here’s a refresher)

An AI agent is a system that can:
• Make dynamic decisions about what to do next based on what it learns
• Remember previous interactions and use that context for future decisions
• Use tools adaptively to get things done
• Change its approach when something isn't working

But not all AI agents are built the same. They exist on a spectrum based on how they're architected:

𝗦𝗶𝗻𝗴𝗹𝗲-𝗔𝗴𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀

These work like intelligent routers. One agent orchestrates everything - deciding which knowledge sources to pull from, which tools to use, and how to respond. They use frameworks like ReAct (Reason + Act) to handle sequential queries while maintaining context in memory.

𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀

These are collaborative teams of specialized agents, each with distinct tools, memory, and focus areas. For example:
• One agent handling internal company data
• Another managing personal accounts and calendars
• A third searching public information via web search

By assigning clear roles, these agents can collaborate, debate, and refine outputs to solve problems that would overwhelm a single agent.

The role of vector databases? They're evolving from just knowledge sources to long-term memory systems that agents can use to extract relevant bits of prior conversations.

Learn more about AI Agents and how you can build your own reliable, enterprise-ready agents (no-code) 🧡 

Get your copy of this free ebook by @stackai and @weaviate_io:
https://t.co/COMsWkoBGG

[tom @tom_x_pitman]

@ElephantSignal $20 would be ideal

[tom @tom_x_pitman]

@elonmusk Gooo

[tom @tom_x_pitman]

@NWS How long does this persist

[tom @tom_x_pitman]

@elonmusk What is in your plan

[SpaceXAI @SpaceXAI]

We want to update you on an incident that happened with our Grok response bot on X yesterday.

What happened:
On May 14 at approximately 3:15 AM PST, an unauthorized modification was made to the Grok response bot's prompt on X. This change, which directed Grok to provide a specific response on a political topic, violated xAI's internal policies and core values. We have conducted a thorough investigation and are implementing measures to enhance Grok's transparency and reliability.

What we’re going to do next:
- Starting now, we are publishing our Grok system prompts openly on GitHub. The public will be able to review them and give feedback to every prompt change that we make to Grok. We hope this can help strengthen your trust in Grok as a truth-seeking AI.
- Our existing code review process for prompt changes was circumvented in this incident. We will put in place additional checks and measures to ensure that xAI employees can't modify the prompt without review.
- We’re putting in place a 24/7 monitoring team to respond to incidents with Grok’s answers that are not caught by automated systems, so we can respond faster if all other measures fail.

[tom @tom_x_pitman]

@ajassy @elonmusk Is it going to replace USPS

[tom @tom_x_pitman]

@jk_rowling @Kush4mvp What is your point? Just making harsh comments?
No writer is good or bad in this world until the time that makes their work meaningful.
Some great writers were not appreciated in the past until it was given right unbiased attention from our society.

[tom @tom_x_pitman]

@elonmusk It is Elon's AI. playing the game

[tom @tom_x_pitman]

@sama Nice.

Any exciting features you would like to share with us?

[tom @tom_x_pitman]

Wow is just the word to make it wonderful.

[Elon Musk @elonmusk]

Wow

[Elon Musk @elonmusk]

Wow

[tom @tom_x_pitman]

@elonmusk Hilarious

[tom @tom_x_pitman]

@elonmusk Yeah.,. replace monopoly

[tom @tom_x_pitman]

@elonmusk Test completed successfully

[tom @tom_x_pitman]

@sama Gen AI is from available data with copyright and copyleft. We can do much about it

[tom @tom_x_pitman]

@sama Cache it or cash it