Well, it's a tough one because there are about 30,000 posts every day from the AI industry. I built my own AI to read all of that, and it's certainly tough to get seen. This platform is aiming at advertisers of a certain kind, so their algorithm is picking a specific kind of
AUTOMATION
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GEMINI + YOUTUBE: my prompts for automatic income
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GEMINI + YOUTUBE = $$$ The majority use Gemini to summarize texts.
I used it to create YouTube content that works for me while I sleep. And it generates automatic income for me. These are the exact prompts I used. -

NVIDIA Nemotron 3 Ultra solves AI agent fatigue and cost issues
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AI agents don't just get expensive.
They get tired.
As workflows become longer, agents suffer from goal drift, context overload, and rising token costs.
NVIDIA's Nemotron 3 Ultra aims to fix that: Hybrid Mamba + Transformer 1M-token context 5x throughput 30% lower -
Build no-code agents with everyday language using LangSmith Fleet
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With LangSmith Fleet, you can start creating agents using every day language.
— LangChain (@LangChain) 4 juin 2026
Enroll in our LangChain Academy Quickstart course to learn how to build no-code agents for real work. https://t.co/k2AhiIz7fB pic.twitter.com/LLYyyT1oIpWith LangSmith Fleet, you can start creating agents using every day language. Enroll in our LangChain Academy Quickstart course to learn how to build no-code agents for real work. https://
academy.langchain.com/courses/quicks
tart-agent-builder
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Podcast: AI Industrial Revolution with Naval, Rauchg, Hodak, Scholl
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Full podcast episode with @rauchg, @maxhodak_, and @bscholl.
— Naval (@naval) 4 juin 2026
40 minutes of unreleased material.
The AI Industrial Revolution
Part 1: Waste Tokens, Save Time
0:00 Three Frontier Founders
1:27 AI Software Factories
4:15 Waste Tokens, Save Time
5:47 Models Instructing Humans… pic.twitter.com/llIMFJMZgVFull podcast episode with @rauchg
, @maxhodak_
, and @bscholl
. 40 minutes of unreleased material. The AI Industrial Revolution Part 1: Waste Tokens, Save Time 0:00 Three Frontier Founders
1:27 AI Software Factories
4:15 Waste Tokens, Save Time
5:47 Models Instructing Humans -
Max Agency: Building AI Agents for Scientific Work with Benchling’s Head of AI
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On the latest episode of Max Agency, @hwchase17
— LangChain (@LangChain) 4 juin 2026
sat down with @nlarusstone, Head of AI at @benchling for a conversation on building agents for scientific work.
⏯️ YouTube: https://t.co/kd6rxBTugR
🎧 Apple Podcasts: https://t.co/IK5uLBNDAC
🎧 Spotify: https://t.co/sG80P8CnyL pic.twitter.com/siurE40tREOn the latest episode of Max Agency, @hwchase17 sat down with @nlarusstone
, Head of AI at @benchling for a conversation on building agents for scientific work. YouTube: https://
youtube.com/watch?v=RjpTrf
fSMjE
… Apple Podcasts: https://
podcasts.apple.com/us/podcast/the
-tool-design-tricks-behind-benchlings-ai-agents/id1891551672?i=1000771169985
… Spotify: https://
open.spotify.com/episode/2bFEj2
W290bk2JW1zC6wyp
… -
LangSmith Engine automates agent team improvement loop from traces
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Most agent team runs the same manual improvement loop:
— LangChain (@LangChain) 4 juin 2026
Trace → find failure patterns → fix prompts or code → create evals → test → ship → repeat
LangSmith Engine helps turn production traces into named issues, root-cause analysis, proposed fixes, and stronger eval… pic.twitter.com/TozrvKwfTHMost agent team runs the same manual improvement loop: Trace → find failure patterns → fix prompts or code → create evals → test → ship → repeat LangSmith Engine helps turn production traces into named issues, root-cause analysis, proposed fixes, and stronger eval
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Tavus Solutions: AI Humans for Enterprise Workflows Beyond Chatbots
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This is the next big unlock for enterprise AI: not chatbots, but AI humans inside real workflows.
— Chubby♨️ (@kimmonismus) 4 juin 2026
Tavus Solutions abstracts away the hard parts: personas, conversation design, integrations, tuning, and deployment.
Enterprises bring the workflow.
Tavus brings the AI human… https://t.co/332ZRNXQTcThis is the next big unlock for enterprise AI: not chatbots, but AI humans inside real workflows. Tavus Solutions abstracts away the hard parts: personas, conversation design, integrations, tuning, and deployment. Enterprises bring the workflow.
Tavus brings the AI human -

AI agent replaces junior developer, incurs $150k API bill
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We replaced a $60k junior developer with a proactive AI agent that casually ran up a $150k API bill in three weeks. Corporate efficiency at its finest
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NEBIUS develops physical AI platform for robotics
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NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training. pic.twitter.com/VDv67vGXrC
— Lucian Fogoros (@fogoros) 4 juin 2026NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training.