Calc Consulting @CalcCon
Calculation Consulting is a boutique consultancy that specializes in machine learning, AI, and data science calculationconsulting.com San Francisco Joined January 2013-
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@giffmana Actually, this idea is well supported by the weightwatcher theory. It is saying that is the shape, not the scale, of W that really modulates the generalization accuracy.
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@naokiss Got a bad rap. The costumes did not help.
@FirstDoctor Few things are more irritating than the half-way-alcoholics demanding you go drinking with them, and then becoming offended when they find out you don't drink. As if it is a statement about them.
Calc Consulting retweeted
Anthropic claims: Alibaba continues to distill Claude on a large scale to train Qwen. Via Bloomberg Anthropic is accusing Alibaba-linked operators of running a massive campaign to illicitly access Claude through nearly 25,000 fraudulent accounts. According to Bloomberg, Anthropic claims the campaign generated 28.8 million Claude exchanges between April and June, targeting capabilities like software engineering and agentic reasoning. The company says this is part of a broader pattern of “adversarial distillation,” where Chinese labs allegedly harvest outputs from US frontier models to train rival systems at a fraction of the cost. Lets see how good Qwen 3.8 will be, probably FABLEous good.
@ihtesham2005 it’s deeply concerning when one of the world’s leading AI researchers is so anti-American
@rohanpaul_ai very interesting to see, although I don’t think the courts can override the president’s decisions on national security
@burkov What is Facebook? It is a clone of MySpace running social games that Zynga stole from PsychoMonkey and re-sold We now see that despite all the great engineering talent, they are incapable of innovating
@elonmusk any honest person with a basic understanding of structural biology could see what was going on
@LeadingReport nice take the homes from them they own now and sell them to the public
@cloneofsimo weightwatcher alpha is the alpha
@teortaxesTex The problem with AI research is that it’s too focused on publishing papers they should think of themselves as doing engineering physics
The static NN models we have were first developed by Jack Cowan MIT in the mid 60s and later at the University of Chicago. These are effectively steady state solutions of the equations of motion from the statistical mechanics of spiking neurons The attention mechanism was first described in 1992 by Schmidhuber The attention mechanism itself can be seen as a second order term in a field theoretic description of the generalization properties of these models
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