Tootfinder

When It Comes to SSRIs, Are Our Only Choices “Safe & Effective” or “More Dangerous Than Heroin”? Awais Aftab
“The public deserves advice about psychiatric medications that does not oscillate between stupor and alarmism. Antidepressants, like all medical interventions, come with benefits and trade-offs. If psychiatry refuses to engage seriously with patients’ concerns, if the mantra of “safe and effective” is all it is willing to publicly say, it will lose credibility. We cannot…

eu_procurements: EU procurement contract networks (2008-2016)
A bipartite network of public EU procurement contracts, from 2008 to 2016, between issuing buyers (public institutions such as a ministry or city hall) and supplying winners (a private firm). Contracts are aggregated into annual snapshots, edges are annotated with contract value information. Nodes are annotated with location information, including country of origin.
This network has 839824 nodes and 4098711 edges.

Education Dept. says Columbia fails to meet accreditation standards
https://www.cnbc.com/2025/06/04/trump-columbia-education-antidiscrimination.html

This https://arxiv.org/abs/2411.06256 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csIR_…

Annotative Indexing
This paper introduces annotative indexing, a novel framework that unifies and generalizes traditional inverted indexes, column stores, object stores, and graph databases. As a result, annotative indexing can provide the underlying indexing framework for databases that support retrieval augmented generation, knowledge graphs, entity retrieval, semi-structured data, and ranked retrieval. While we primarily focus on human language data in the form of text, annotative indexing is sufficiently gener…

Why Google should proactively break itself up: https://www.nytimes.com/2025/06/02/technology/google-antitrust-breakup.html?unlocked_article_code=1.L08.oUPn.B0yCN3RUyZxS&smid=url-share…

What if Google Just Broke Itself Up? A Tech Insider Makes the Case.
Prosecutors aren’t the only ones arguing for a smaller Google. Some critics say it might be better for investors, customers and innovation.

After Google's two antitrust losses in the past year, a look at critics' claims that its breakup might be better for investors, customers, and innovation (David Streitfeld/New York Times)
https://www.nytimes.com…

What if Google Just Broke Itself Up? A Tech Insider Makes the Case.
Prosecutors aren’t the only ones arguing for a smaller Google. Some critics say it might be better for investors, customers and innovation.

This https://arxiv.org/abs/2505.24139 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCV_…

S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation
The latest advancements in multi-modal large language models (MLLMs) have spurred a strong renewed interest in end-to-end motion planning approaches for autonomous driving. Many end-to-end approaches rely on human annotations to learn intermediate perception and prediction tasks, while purely self-supervised approaches--which directly learn from sensor inputs to generate planning trajectories without human annotations often underperform the state of the art. We observe a key gap in the input re…

This https://arxiv.org/abs/2502.18744 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csAI_…

ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
Recent efforts in LLM alignment have focused on constructing large-scale preference datasets via human or Artificial Intelligence (AI) annotators. However, such approaches rely on instance-wise supervision, incurring substantial annotation cost and limited interpretability. In this paper, we propose ZEBRA - a model behavior-wise zero-annotation framework that constructs preference data by leveraging model behavior knowledge derived from benchmark performances. ZEBRA binarizes response pairs by …

Calamus 23 This moment as I sit alone
A promise of global unity, Whitman sharing his adulation for men in other countries.
I guess this is an antidote to Whitman's nationalism? His celebrations of America seem sweet and sincere but they are very American-centric. Here he's explicitly saying men of other lands can be just as wise, beautiful, or benevolent as American men. It seems unusual that he feels he has to say it explicitly.
As for the queer reading, his conclusion is
I know we should be brethren and lovers
There's that word, "lovers". It's so brash it's hard to understand. It seems uncharacteristically direct even understanding Whitman as a gay poet. Maybe this is some 19th century romantic language, mixing what feels very gay in with a more general celebration of brotherhood? Or maybe it is literally what it says, Whitman eroticizing international men.

corporate_directors: Global corporate directors (2016)
Bipartite network of directors and the companies on whose boards they sit, spanning 54 countries worldwide, constructed from data collected by the Financial Times (c. Sept. 2016). Person nodes are annotated with age and gender. Company nodes are annotated with their country, sector, industry, and number of employees.
This network has 356638 nodes and 377060 edges.
Tags: Economic, Governance, Unweighted, Metadata