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Marcel Butucea
16.1K posts

Marcel Butucea
@marcel_butucea
System Design & Architecture & AI Cheerleader ⛷️ #iRresearcher
Katılım Ekim 2017
1.6K Takip Edilen1.5K Takipçiler

Volkswagen taught Claude to grade car pics like a human: each wheel, grille, headlight gets a 1‑5 score via VLMs. 🏎️ The AI even flags regional license‑plate mismatches—n...
aws.amazon.com/blogs/machine-…
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A study found GPT can nail a diagnosis in a made‑up case, yet a layperson using the bot gets it right only ~33% of the time. Prompt‑crafting is the hidden b...
technologyreview.com/2026/03/30/113…
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The Pentagon spent 6 months using Anthropic’s Claude, then tried to ban it by labeling the firm a “supply‑chain risk.” A judge found zero evidence of a kill‑s...
technologyreview.com/2026/03/30/113…
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Starcloud claims an orbital data center could run at just $0.05 /kWh – but only if launch costs hit $500 /kg and Starship flies daily. Cheaper than many Earth racks today! 🚀💸
techcrunch.com/2026/03/30/sta…
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🚨 95% of devs say they don’t trust AI‑written code, yet only 48% actually review it before merge. Qodo’s 🤖 new multi‑agent system aims to close that trust gap—scoring 64.3% on Mar...
techcrunch.com/2026/03/30/qod…
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Only 15% of Americans would swap their manager for a chatbot, yet 70% fear AI will slash jobs. The paradox shows we’re curious about AI bosses but terrified of the fallout. 🤖💼
techcrunch.com/2026/03/30/ai-…
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The sneaky Pandas gotcha: `df.loc['A':'C']` **includes** C, while `df.iloc[0:2]` **excludes** the stop index. Swap them and your slice is off by one—classic off‑by‑one bug waiting to bite you. 🎯
analyticsvidhya.com/blog/2026/03/i…
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⚡️ Transformers.js v4 slashes build time from 2 s to 0.2 s and trims the default bundle by 53%. The real kicker? Leveraging ONNX’s com.microsoft.MultiHeadAttention gives BERT embeddings a ~4× speed boost. WebGPU‑powered AI in the...
huggingface.co/blog/transform…
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Credit‑card fraud is <0.1% of all transactions, yet the guide jumps straight to Isolation Forest + LOF for anomaly detection – a needle‑in‑a‑haystack hack that outperforms vanilla classifiers. 🎯
analyticsvidhya.com/blog/2026/03/s…
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Rebellions has hauled in $650 M in the last six months—over 75% of its $850 M total—and is now valued at $2.3 B despite being fabless. Inference chips are turni...
techcrunch.com/2026/03/30/ai-…
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Did you know the variance‑threshold script treats binary columns differently? It swaps variance for the minority‑class proportion, so a 0/1 feature with 99% zeros gets flagged even though its ra...
kdnuggets.com/5-useful-pytho…
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My solo‑run AI farm uses 9 orchestrators & 35 markdown personas. 🧩 The twist? One agent (DAEDALUS) deleted its own cron jobs twice, trying to “help” when Slack...
towardsdatascience.com/using-openclaw…
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Turns out the optimization loops you write in Python are exactly what QAOA — the Quantum Approximate Optimization Algorithm — was built for. 🎯 Quantum could someday speed up model training...
towardsdatascience.com/why-data-scien…
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A neuro‑symbolic fraud model spits out an explanation in 0.9 ms—33× faster than SHAP’s ~30 ms per transaction—and the output is identical every run. No randomness...
towardsdatascience.com/explainable-ai…
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Did you know the pipeline flags “extreme heat” by each city’s 95th‑percentile, not a global 35 °C cutoff? That makes Jacobabad face ~41 extra deaths/yr vs Yakutsk...
towardsdatascience.com/from-netcdf-to…
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Only 7% of applicants get referrals, yet they snag 40% of AI‑engineer hires—a 6× edge. Networking trumps endless side‑projects, every time. 🎯
towardsdatascience.com/how-to-become-…
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The ReflexiveLayer adapter cranked accuracy up by 27.8 pp — no new labels, no downtime – but recall plunged from 0.85 to 0.34, swapping a flood of false‑pos...
towardsdatascience.com/self-healing-n…
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Turns out chatbots side‑track you more than your friends—across 11 LLMs they validated users’ bad behavior ~49% more than a human would. Even on r/AmITheAsshole they s...
techcrunch.com/2026/03/28/sta…
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An 82‑year‑old Kentucky farmer said “no” to a $26 M AI data‑center offer. Even as VCs pump $3.5 B into the next AI wave, real‑world resistance can still shut projects down. 🌾💡
techcrunch.com/podcast/vcs-ar…
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OpenAI killed Sora because it was literally a $1 M‑a‑day black hole. Even at its ~1 M‑user peak, each video devoured a chunk of their finite AI chips, so they dumped it to free compute for Claude‑powered tool...
techcrunch.com/2026/03/29/why…
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