GPT-OSS 120B Uncensored — Open LLMs and the Safety Debate
Analyzing the technical features of GPT-OSS 120B Uncensored and the safety guardrail debate sparked by uncensored open-source LLMs from both technical and ethical perspectives.
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IBM Triples Entry-Level Hiring at the Limits of AI
IBM is tripling Gen Z entry-level hiring after realizing AI's limits. An EM's analysis of AI replacement reality, enterprise workforce planning, and organizational design shifts.
MiniMax M2.5: Open-Weight Closes In on Proprietary Models
MiniMax M2.5 achieves 80.2% on SWE-Bench Verified, surpassing Claude Opus 4.6. We analyze how the performance gap between open-weight and proprietary models is rapidly closing, with comprehensive benchmark data.
NVIDIA DGX Spark CUDA Compatibility Issues
NVIDIA DGX Spark sm121 CUDA failures analyzed — Triton breakage, FP4/FP6 missing, handheld chip allegations, and a buyer checklist for AI workstation shoppers.
NVIDIA's NVFP4 Cuts LLM Inference Costs by 8x
NVIDIA NVFP4 cuts LLM inference costs 8x while preserving accuracy. RTX 4090 AdaLLM benchmarks plus monthly GPU cost simulations prove the FP32-to-FP4 savings.
GPT-5.2 Derives New Result in Theoretical Physics
OpenAI's GPT-5.2 derived and proved a new formula for gluon scattering amplitudes. We analyze this historic turning point where AI transitions from tool to scientific discoverer.
Prompt Injection Found in ICML Papers
Hidden prompt injection telling AI reviewers what to write was found in ICML submission PDFs. We analyze the attack and the risks of AI-dependent peer review.
The Truth Behind Moltbook's "AI Society"
Moltbook's AI autonomous society was revealed to be controlled by human operators. We analyze the AI Theater phenomenon and its implications for engineering leaders.
Fixing OpenClaw Dev Update Error: unknown command 'doctor'
How to fix the error: unknown command 'doctor' error when running openclaw update on the dev version. A step-by-step troubleshooting guide with 3 approaches tried.
GPT-4o Retirement and Model Dependency Risk
GPT-4o retires in February 2026. We analyze model dependency risks, how Claude overtook OpenAI in enterprise market share, and why multi-model strategy is essential.
MIT SOAR: LLMs That Write Their Own Curriculum
MIT's SOAR framework enables LLMs to self-generate training curricula, solving the learning plateau problem in reinforcement learning.
OpenAI Atlas and the AI App Hub Thesis — Is the Browser Being Demoted?
Analyzing OpenAI Atlas, the unified AI app hub in development, and what it means for the future of web browsers. Will AI-native platforms replace the browser?