ChatGPT Nerd summary outline excerpts: The rookies are getting squeezed first. AI’s wings may be clipped for the inexperienced. AI’s impact isn’t quietly nibbling salaries—it’s knocking roles off the board entirely. When AI replaces rather than complements work, that's when the shockwaves are felt strongest. This isn’t a fluke in Silicon Valley or Zoom land—it’s a broader shift. (On the bright side, spotting the problem set allows the expert to solve it on the board: "And then a miracle occurs." Of course, the canary would be entry level in this one so, if that isn't chirping, it may have gone multimodal. See The Emotion Machine. But, just as the generative AI pioneers are trying economies that are off the screen, sort of crypto-codex, the next wave could be doing something like that on the ground in their regions. Not a disaster, but a sign of things to come, post-Capitalism. It's all been approved. Molon labe.)
What does it mean to understand language?
"Exportation: The process by which information delivered through language is transferred out of our core language system to one or more other brain regions for further processing."
View PDF
AutoPDL: Automatic Prompt Optimization for LLM Agents
View PDF
A Survey of Vibe Coding with Large Language Models
DeepSeek-OCR/DeepSeek_OCR_paper.pdf at main · deepseek-ai/DeepSeek-OCR
A Definition of AGI
What the F*ck Is Artificial General Intelligence?
View PDF
A Research Agenda for the Economics of Transformative AI
(Or, once they can code, put them on economic methods and analysis. The work is the unfinished business, or problem set. Everyone else gets a management cap and jacket. The etymology of franchise followed freedom. One difference between the early sci-fi journals and now is that they thought time would proceed traditionally rather than tilt. Or maybe this is the key to the storm.)
Psychologically Enhanced AI Agents
(Part of a trend toward loading familiar mental models or, in some cases, falling back to behavioral theories. kind of a shrink review or regression after Eliza. Becomes interesting to either test new theories or discover hidden ones embedded in or emergent from the machine models. Again, though, some do not buy the universal or mind-over-matter arguments and expect embodiment to be unique. See who shows up at the beach.)
View PDF
Why language models hallucinate | OpenAI
new research paper(opens in a new window)
Analog optical computer for AI inference and combinatorial optimization - Nature
microsoft
The Science Fiction Science Method
Optical generative models - Nature
The Impact of Internal Variability on Benchmarking Deep Learning Climate Emulators
Throckmorton, C. R (1991). Franklin, Malthus, and Darwin: The Push that Became A Sho.
Detecting and Characterizing Planning in Language Models
View PDF
Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence
Wiener, N. (1960). Some moral and technical consequences of automation. Science, 131(3410), 1355–1358.
(The machine has also telescoped scientific time-scales to a minimum. Following Plato and Xenophon, an argument can be made for the intertextual sense of AI and ethics, particularly in light of the latest machine learning use of natural language and data. Or, cornily, ET phone Xeno.)
Granary: Speech Recognition and Translation Dataset in 25 European...
Can We Fix Social Media? Testing Prosocial Interventions using...
View PDF
Capabilities of GPT-5 on Multimodal Medical Reasoning
Similarweb Global Sector Trends on Generative AI
AI tutoring outperforms in-class active learning: an RCT introducing a novel research-based design in an authentic educational setting - Scientific Reports
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
View PDF
TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
View PDF
A comprehensive taxonomy of hallucinations in Large Language Models
View PDF
Estimating worst case frontier risks of open weight LLMs | OpenAI
Programmable memristors with two-dimensional nanofluidic channels - Nature Communications
Download PDF
Where to show Demos in Your Prompt: A Positional Bias of...
(Favorite ideologies go in system prompt, e..g when in Tesla do as Siri does.)
Agentic Web: Weaving the Next Web with AI Agents
View PDF
WhoFi: Deep Person Re-Identification via Wi-Fi Channel Signal Encoding
View PDF