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ARTIFICIAL INTELLIGENCE (201)DATA ENGINEERING (29)ENGINEERING MANAGEMENT (21)ENTERPRISE ARCHITECTURE (8)PRODUCT MANAGEMENT (20)SOFTWARE ARCHITECTURE (76)SOFTWARE DEVELOPMENT (65)

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Jamba2 Mini: AI21’s Radical Bet That Enterprise AI Doesn’t Need Reasoning

long-context

Featured

Jamba2 Mini: AI21’s Radical Bet That Enterprise AI Doesn’t Need Reasoning

AI21 Labs’ 52B parameter ‘mini’ model challenges the reasoning model orthodoxy with SSM-Transformer architecture and 256K context, claiming most enterprise tasks just need reliable information retrieval, not synthetic thought.

#long-context#model-efficiency#open-source-llm...

China

Z.ai’s $558M IPO: The End of Free AI Models in China

Zhipu AI’s Hong Kong debut marks a turning point for Chinese AI, forcing the ‘AI tiger’ to choose between open-source ideals and shareholder demands

#China#glm#IPO...

bulk-insert

MySQL’s 250M Record Insertion Trap: The Performance Cliff Nobody Warns You About

A real-world case study of inserting 250 million records into MySQL reveals a brutal performance degradation pattern. Here’s why your bulk load slows to a crawl and how to fix it before it kills your pipeline.

#bulk-insert#indexing#innodb...

ai-assisted-development

The Cognitive Rent Crisis: Why Your Mental Model is a Luxury You Can’t Afford

Developers spend 70% of their time just trying to understand code. As systems grow more complex, we’re facing a brutal choice: maintain an expensive mental model, or surrender to AI-assisted navigation.

#ai-assisted-development#code-complexity#mental-models

asyncapi

The Event-Driven Documentation Crisis Nobody Talks About

Examines the unique challenges of documenting asynchronous, distributed systems and why traditional approaches collapse at scale, plus emerging solutions that actually work.

#asyncapi#documentation#event-driven architecture...

AI Hardware

Your Next GPU Upgrade Just Became a Luxury Good: Inside the AI-Driven Hardware Extinction Event

AI datacenter demand is triggering a systematic price explosion across GPUs, DRAM, and NAND flash, with Q1 2026 seeing 55-60% memory price hikes and RTX 5090s projected at $5,000. Here’s what the supply chain data actually reveals.

#AI Hardware#DRAM Shortage#GPU Pricing...

backlash

AI Aversion: Why Consumers Are Rebelling Against the ‘AI-Enabled’ Everything

A deep dive into the growing consumer backlash against AI-integrated technology, from Reddit’s anti-AI sentiment to Microsoft’s ‘Microslop’ problem

#backlash#consumer-tech#privacy...

ai-research

DeepSeek’s 86-Page Flex: Technical Transparency or Academic Overkill?

DeepSeek-R1’s paper ballooned from 22 to 86 pages, revealing Manifold-Constrained Hyper-Connections and a radically transparent training pipeline. Is this the blueprint for cost-efficient AI or a masterclass in engineering theater?

#ai-research#deepseek#mhc...

llama.cpp

Beyond the Benchmarks: The Real Story Behind llama.cpp’s 70% Edge Over Ollama

A deep dive into why llama.cpp outperforms Ollama by 70% on Qwen-3 Coder, exploring tensor allocation heuristics, runtime overhead, and the true cost of convenience layers in local LLM inference

#llama.cpp#Local LLM#Ollama...

kernel-optimization

The 30B Raspberry Pi Breakthrough That Flips GPU Optimization on Its Head

Recent advances in quantization and kernel optimization are enabling 30B-parameter models to run on Raspberry Pi devices, but the real story is how they expose a fundamental flaw in our understanding of model compression: fewer bits doesn’t always mean faster inference.

#kernel-optimization#llama.cpp#quantization...

lfm25

Liquid AI’s LFM2.5: The Tiny Model That Promises Everything But Delivers… Exactly What It Should

Liquid AI’s 1.2B parameter multimodal models claim to revolutionize on-device AI. The benchmarks look impressive, but real-world testing reveals a more nuanced story about the true cost of efficiency.

#lfm25#liquid-ai#multimodal-models...

deepfakes

The Venezuela Coup That AI Built: How Synthetic Media Hijacked Reality in 2026

When AI-generated footage of Maduro’s arrest flooded social media, even experts couldn’t tell fact from fiction. The Venezuela incident marks the moment synthetic media became a weapon of mass deception.

#deepfakes#disinformation#information warfare...