(Of course, if you prompt Claude to analyze and criticize this, it heads for the shredder. One issue might be, if humans are not to be only agents, how it plans to develop and deploy them. Can they choose to except? Then again, what came first, the link or the metadata?)
The 1-Page Productivity Hack That Will Save Your Sanity | Cal Newport
(Paper size is significant since people tend to come up with enough tasks to fill this. Those who like the feeling of accomplishment after completing a whole page's worth might select memo or A6, execs A5, in this case, the large or legal size including letter, but whiteboards invite posters. Possibly input to app or chat model. Inversely something like Gemini talks to the Workspace so it can derive unfinished business or receipts into a list, e.g. from GMail given the address. Notion has the Master Tasklist table. Bullet Journal has the Future Log possibly paralleled by the Alastair Method. Rocketbook introduced a Flex Planner Daily Dashboard. Plato don't fold Forms.)
Recipes For Reasoning, Open and Compact Code Generator, Looser AI Regulations, and more...
(Cons reported elsewhere: LLMs are costlier than databases, harder to comprehend result ranking, and tricky for air-gapped datacenters. Relate to Primer report on Semantic Search. Nonetheless the current government admin is proposing to merge 3 dozen databases. Potentially accessible to DOGE.)
Elon Musk's DOGE 'will assess government employee emails using AI'
(This is interesting because they may each have different priorities. The tasks would be compared for relevance as performance Short-term goals may differ from longer-term. It is not a closed system, but reacts between departments and with the public So it is bottom up rather than top down, presumably for machine learning What is the management doctrine these days? May be a case study in agentic apps -- empirical and ethical. Whether there is an argument for a correction layer, by regulation or rule, as well as a human in the loop to remain adaptive. Inference is a trend. Presages Stargate, for instance. Balance of paradox in a Zeno view. What is used to decide between chatbot or AI analysis models if not SWOT? While avoiding biases or hallucinations in algorithmic decision-making, whether hiring, firing, surveillance, sentencing, parole, or promotion.)
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"And 10x analysts won’t just use generative AI to edit their reports. They might write code to orchestrate a suite of AI agents to do deep research into the products, markets, and companies, and thereby derive far more valuable conclusions than someone who does research the traditional way."