AI Agents Moving beyond static Q&A! AI agents allow you to automate complex real-world workflows. Agents have: – an LLM for reasoning
– tools to engage with the world
– memory & state management You should also check out our FREE Agents guidebook:
LLMS
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AI Agents: Automating Complex Real-World Workflows
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8 Pillars of Production-Grade LLM Development
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Production-grade AI systems demand deep understanding of how LLMs are engineered, deployed, and optimized.
— Akshay 🚀 (@akshay_pachaar) 7 septembre 2025
Here are the 8 pillars that define serious LLM development:
Let's dive in! 🚀 pic.twitter.com/5THpHmudsCProduction-grade AI systems demand deep understanding of how LLMs are engineered, deployed, and optimized. Here are the 8 pillars that define serious LLM development: Let's dive in!
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Economic impact when AI automates itself and scales massively
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7/ The economic impact? Once AI automates itself:
• AI researchers will scale to 100M+ copies
• Each working at 100x human speed
• Costs dropping 9–900x per year That’s like buying a Tesla for $50…
And it drives better. -
AI CEOs predict AGI within 2-5 years, models self-code
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5/ The reality? Top CEOs & AI pioneers agree it's near. • OpenAI
• Google DeepMind
• Anthropic All believe AGI is coming in 2–5 years.
And models are already writing most of their own code. -
GPT-5 Thinking Model Shows Significant Reliability Improvement
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Are you seeing this with the new GPT-5 Thinking model that came out a few weeks ago? That's why I wrote about this now: I think it may have tipped over from completely untrustworthy to often (maybe even usually) correct
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GPT-5 Shows Improved Accuracy Over Previous Versions
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Reasonably carefully in this case – in the past I've seen all sorts of incorrect analysis and hallucinated details, GPT-5 seems much better on that front
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Google Gemini 2.5 Usage Limits Released for Free and Pro Tiers
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Google has released the usage limits for various tiers of Gemini 2.5. Free: 5 prompts for 2.5 Pro, 20 audio overviews and up to 100 images generation per day; 5 reports per month for Deep Research AI Pro: 100 prompts for 2.5 Pro, 20 reports for Deep Research, 1,000 images, 3
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Microsoft Identifies Six Key AI Trends for 2025
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Microsoft lists six #AI trends: Improved reasoning & memory in small models Autonomous AI agents Multimodal capabilities Need for boundaries & human oversight #AITrends #IoT #5G https://
news.microsoft.com/en-cee/2025/01
/09/6-ai-trends-youll-see-more-of-in-2025-2/
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China Releases Trillion Parameter LLM Outperforming Top AI Models
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China just dropped a trillion parameter beast crushing top AI models! https://
search.app/DAojt #LLMs #LLM #GenerativeAI #GenAI #technology #TechRevolution #tech #Engineering #ArtificialIntelligence #AI @sonu_monika @enilev @Jagersbergknut @TysonLester @chidambara09 -
One prompt can replace a $250K Accenture engagement
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Accenture won’t tell you this but you don’t need them. If you can define the problem,
LLMs will build the process. One prompt > $250K engagement. Prompt smart. Run lean. Ship faster.