ToST: A Tree-of-Thought Socratic Teaching Framework for Multi-Path Guidance and Parallel Thinking
ToST applies tree-of-thought reasoning to Socratic tutoring, enabling multiple solution paths and parallel student exploration.
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ToST applies tree-of-thought reasoning to Socratic tutoring, enabling multiple solution paths and parallel student exploration.
EXAONE Tabular 1.0 is a compact foundation model for tabular classification/regression via interleaved feature and item attention without gradient updates.
DUMoE framework captures temporal interest drift in social media via sparse mixture-of-experts and multi-scale modeling for user representation.
P4-DT agent uses dilemma-based few-shot prompting to predict patient end-of-life preferences, outperforming human surrogates (P4-DT vs 68% baseline).
MoganBert-TR: 149M Turkish encoder trained with CLM-to-MLM curriculum on 237B tokens, establishes language-specific pretraining baseline.
Grammar-constrained inference-time scaling (beam search, self-consistency) for text-to-SQL shows diminishing returns vs. unconstrained decoding.
Random Forest and vision models predict health risks from household waste in Ghana; applies ML to sanitation but distant from AI frontier.
LM-X: vision-language-action robot policy with explicit task-progress, event, and uncertainty supervision for long-horizon manipulation.
TailSFT: supervised fine-tuning filter focusing on under-modeled sequences improves downstream RL post-training performance.
The startup came out of stealth with $6 million in seed funding and a plan to use LLMs and cybersecurity know-how to make AI queries coherent.
Arga has raised $10 million in a seed funding round that was led by General Catalyst, with participation from Box Group, Emergence, Gradient and SV Angel.
Extends data-processing inequality to constrained learning; theoretical framework but limited empirical ML implications.
MPNO: physics-informed neural operator with spectral-radius constraints for stable autoregressive transient-dynamics prediction.
GNN + language-model multimodal learning: alternating optimization and self-supervised transfer across datasets with different node features.
MeMark: watermark embedded in spiking neural network membrane state resists output-head replacement and checkpoint reuse attacks.
Private dense retrieval: learned hashing + encrypted reranking enables privacy-preserving RAG at scale without full-corpus scanning.
The glasses, called Legato Frames, integrate the company’s patented hearing-assistance technology into the arms of eyewear frames.
The focus is on agentic capability and predictable enterprise deployment.
Bill Gates, chair of the Gates Foundation, speaks during a 2024 conference. | Bloomberg via Getty Images Bill Gates has been reflecting a lot on AI lately, and the process has triggered a stark awakening. Once a staunch AI optimist, the Microsoft cofounder is now deeply pessimistic about what AI means for our collective future. Having been conspicuously quiet on AI issues recently, Gates is back with a nearly 6,000-word essay seeking to reclaim a central role in shaping the technology globally. Titled "The turbulent AI era is here. The choices we make now are critical," Gates warns the world ...
Runable says 60%–70% of its 1 trillion-plus token usage in the last 90 days came from paying customers.
Apple updates Mac Mini/Studio with AI capabilities; OpenAI's Jalapeño hardware signals competition pressure on Nvidia's dominance.
OpenAI expands ChatGPT for Teachers to 55 U.S. school districts, reaching 100k+ educators with training and support.
OpenAI report documents how students and educators use ChatGPT for continuous learning beyond classroom settings.
When my oldest child was born, I immediately set up Gmail and Twitter accounts in her name. I broadly announced her birth online and proceeded to plaster her photo across all sorts of platforms. In short, I began creating her digital footprint long before she could stand on her own two feet. Fast-forward a couple…
Puzzles and games have been central to AI development since the very beginning. Just as we humans like to test our smarts with crosswords or logic puzzles, developers can test how far models have advanced with a gaming gauntlet. The term “machine learning” was popularized in a 1959 article by the IBM computer scientist Arthur…
Paul Dix on AI writing 1M LOC production software for InfluxDB, refined iteratively with verification systems to ship on millions of machines.
It’s a glorious day in Kirkland, Washington, an affluent Seattle suburb on the eastern shore of Lake Washington. The temperature is in the mid-80s, and the sky is incapable of being any more blue. The view from the Gates Ventures conference room overlooks the Carillon Point Marina, where a flotilla of expensive boats bob in…
Ringg has raised $10 million from Peak XV as a part of its Series A extension.
The $200 million extension comes just months after the physical AI startup reached a $2 billion valuation.
Before Malone left, OpenAI had already reshuffled its infrastructure org, shifting his reporting line away from President Greg Brockman and putting Vice President Sachin Katti in charge of the group.