Very interesting evaluation from the UK’s AI Security Institute of the not yet publicly available Claude Mythos Preview. On the happy side, in its current form, Myth is nowhere near as scary as Tom Fridman (who worries about schoolchildren accidentally taking down power grids)
LLMS
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SaaS Founders Strategies for Thriving in the LLM AI Era
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Next up at MicroConf: @aeden of DNSimple (I use them for DNS and love them) on how SaaS founders can thrive in the LLM age of AI-generated apps.
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Gary Marcus evaluates Claude AI myths and capabilities
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nice work! shared it here, please DM: https://
open.substack.com/pub/garymarcus
/p/claude-mythos-evaluated?r=8tdk6&utm_medium=ios
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GPT-5.4 with OpenClaw: Optimal Performance Settings Analysis
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OpenClaw with GPT-5.4 feels noticeably better with the new update. GPT-5.4 (thinking=high + fastmode=true) seems like the sweet spot. Better judgment, less back-and-forth, still fast enough for daily use. x.com/Saboo_Shubham_…
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Process Reward Agents for Steering Knowledge-Intensive Reasoning
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Process Reward Agents for Steering Knowledge-Intensive Reasoning paper: https://
huggingface.co/papers/2604.09
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LLMs and Small SaaS Businesses as Early AI Revolution Winners
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My personal interest this year is the interaction of LLMs and small SaaS businesses. I suspect they (we?) are early big winners of the industrial revolution we’re presently going through.
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Neurosymbolic AI Systems: Claude, AlphaGo, and Beyond
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Claude Code, Alphago/AlphaEvolve/AlphaProof and Google Search, code intepreter are all neurosymbolic. Amazon, and IBM have big efforts, etc. nobody has AGI of course. but some of the best stuff out there is in fact already neurosymbolic.
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Karpathy’s LLM Wiki: Always-On AI Agent with Memory
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Karpathy's LLM Wiki idea. I built it a month ago using Gemini 3.1 Flash Lite and Google ADK. An Always-on AI agent running 24/7, continuously processing, and connecting information into memory. Same pattern. Just an LLM that reads, thinks, and writes. 100% opensource.
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Language Models Philosophy: How AI Changes Thinking
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new technology requires philosophy here’s how language models have changed how I think about the world:
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Opus 4.7 Could Match Mythos Performance Following AI Trends
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If we just had Opus 4.7 and not Mythos it might be able to do the same thing, looking at the trend.