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Moondream 3's Performance Claims Are Too Good to Be True

Moondream 3 promises frontier-level reasoning with blazing speed, but does it deliver or just exploit benchmark shortcuts?

#computer-vision#benchmarks

open-source

Open Source Coding Models Are Beating Proprietary Giants at Their Own Game

GLM-4.5 and Qwen3-Coder are nipping at the heels of Sonnet 4 and GPT-5 on real GitHub tasks while costing 20x less. The coding AI monopoly is crumbling.

#open-source#AI-coding#benchmarks...

Qwen 3 Max: The Trillion-Parameter Trojan Horse That's Not Actually Open Source

Alibaba's latest AI marvel dominates benchmarks while quietly locking down its most powerful model. The open-source community isn't celebrating.

#ai#benchmarks#open-source...

qwen

Qwen3-Max: The Benchmark-Dominating AI Model That's Rewriting the Rules

Alibaba's trillion-parameter Qwen3-Max is crushing coding benchmarks and reshaping the AI landscape, but is it all smoke and mirrors?

#qwen#benchmarks#machine-learning

claude

Claude Sonnet 4.5 Eviscerates GPT-5-Codex on Real Coding Challenges

SWE-rebench results reveal Claude's decisive 55.1% pass@5 advantage and unique bug-fixing capabilities that left OpenAI's flagship coding model behind

#claude#gpt-5#ai-coding...

nvidia

DGX Spark's Dirty Secret: NVIDIA's 1 PFLOPS AI Box Delivers Half That

Independent tests reveal NVIDIA's DGX Spark may only achieve 480 TFLOPS FP4 performance instead of the advertised 1 PFLOPS, with overheating issues compounding memory bandwidth limitations.

#nvidia#ai-hardware#gpu...

open-source

Open-Source Research Agents Are Making Proprietary Benchmarks Obsolete

PokeeResearch-7B shows significant performance gains on challenging benchmarks like GAIA and HLE, suggesting that open models are closing the gap with closed systems in complex, multi-step research tasks.

#open-source#ai-research#benchmarks...

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