The AI tools on your PM stack are making you faster. But are they making you more capable? Most AI tools for PMs operate at the same layer: they speed up work that already exists. PRDs still need writing. Features still need engineering resources. The core loop stays the same.
LLMS
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OpenAI Parameter Golf: Unverified Results Claim 42.7x Improvement
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Wild things are happening in OpenAI's Parameter Golf competition: best verified result is 1.09x the baseline, best claimed but unverified result is 42.7x better
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Token supply scarcity drives AI product margins and performance
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For the next couple years at least, the entire AI industry is going to be defined by this fact: demand is going to wildly outstrip supply, and so what matters is which companies / products have margin to pay for tokens. Those products will then rapidly improve because latency
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Why Structured Workflows Beat Simple Prompting for LLMs
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Most people are using LLMs wrong. Not because of bad prompts. Because of the wrong *system*. The difference is massive:
→ Prompting = average results
→ Structured workflows = 10x outputs I wrote a deep dive on how to actually use LLMs at a high level. Read here → -

V²Drop: Fast Large Vision-Language Models Without Accuracy Loss
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How can we make Large Vision-Language Models (LVLMs) lightning fast without sacrificing accuracy? Researchers from Sichuan University, EPIC Lab @ Shanghai Jiao Tong University, and Zhejiang University have found a breakthrough! They introduce V²Drop, a new technique that
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MCPs and Claude Code Notifications Support Explained
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Dude, we support MCPs since December, what are you talking about? This is a different feature for claude code-style notifications tho.
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MCP’s Bidirectional Nature and Future Potential
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MCP was always meant to be bi-directional, but most people don't understand it well enough to see the future.
→ View original post on X — @jiquanngiam, 2026-03-28 17:00 UTC
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Daily LLMs and AI Agents Knowledge with datachaz
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Found this helpful? Like & repost to share the knowledge Follow me → @datachaz for your daily dose of LLMs and AI agents.
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Gemma 4 Model Coming Soon, Currently in Testing Phase
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Finally: Gemma 4 incoming. Being tested already!
