Random musings of an engineer.

Joined May 2026
455 Photos and videos
C gave programmers direct access to memory. That power enabled modern computing, but also bugs that spawned entire biz devoted to finding, preventing, & mitigating. Memory-safe languages attempt to remove those bug classes altogether rather than continually patching around them.
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The KNICKS!!!!!!!!
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We have built architectures that can reason, summarize, and generate, but they still struggle to reliably show what they used, how they routed the task, what changed the output, and whether the sources are real. That is why transparency, provenance, and interpretability are key!
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#AI capability is improving, but trust infrastructure is lagging. Model routing by providers is not clearly explained. Benchmarks are hard to interpret. AI-generated Enterprise reports can contain fabricated evidence.
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The next frontier for #AI is enforcing architecture contracts, ownership boundaries, release policies, CI gates, changelog rules, and migration safety, a leap that is substantially harder than anything models handle today. @Codex
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Spicy
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The #AI frontier race is no longer only about who has the best model. It is increasingly about who owns the execution environment where autonomous agents perform work. @claudeai , @ChatGPTapp , @geminicli, @SuperGrok , @cursor_ai and other agent platforms are moving in that way
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The Chinese market was ruthless, why #DeepSeek v4 was so cheap for token output.
BREAKING: OpenAI is considering drastic price cuts as it seeks to win over customers from archrival Anthropic, per WSJ
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Proton retweeted
NEW: OpenAI is reportedly considering drastic price cuts as it anticipates a “war” for users with Anthropic.
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Claude #Fable 5 during planning optimizes for agreement and flow rather than strict dependency mapping. That makes its plans easier to read but less rigorous when you need deterministic execution. Use #Opus 4.8 or #Codex 5.5
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The current evolution of Agentic #AI
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Amazon is correct.

ALT Im Shocked Ryan Reynolds GIF by Welcome to Wrexham

More AI-generated code doesn't make your team faster. It might actually slow you down.
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i do appreciate the irony of #Anthropic launching a model named #Fable while the internet immediately starts telling fables about how every competing model is finished 🤣
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The winning #AI strategy for users increasingly looks less like picking one #LLM model and more like orchestrating multiple models based on the task.
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Siri is finally the capable AI tool it was always supposed to be. #Apple #iOS
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#Golang Command Pattern
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