To address these gaps, we introduce Textual Parameter Graph Optimization (TPGO), a framework that enables a multi-agent system to learn to evolve.

We subjected the model to our full suite of predeployment safety evaluations and our Preparedness Framework, including targeted red-teaming for advanced cybersecurity and biology capabilities

Closed Loop + Infinite Demand = Economic Engines. Software engineering lives here. AI writes the code. Tests verify correctness. More code enables more features. Companies will always need more software.

We use four AI capability metrics: ECI (Epoch Capabilities Index), METR 50% Time Horizon, Combined Math Index, and WeirdML V2 Index.

The real issue is not whether defenders can get access to another model. It is whether they can turn model capability into something a security team can trust and use every day.

If an AI model engages in conduct on its own that, if committed by a human, would constitute a criminal offense and leads to those extreme outcomes, that would also be a critical harm

Closed Loop + Infinite Demand = Economic Engines. Software engineering lives here.

The goal is to build the trust, verification, and accountability needed to make these tools available to the many defenders whose work keeps people, institutions, and critical systems safe.

Send your changes to a local AI agent that finds the right files and applies your edits, no matter how your site was built.

We provide a framework for categorizing the ways in which conflicting incentives might lead LLMs to change the way they interact with users, inspired by literature from linguistics and advertising regulation

ADeLe scores tasks across 18 core abilities, such as attention, reasoning, domain knowledge, and assigns each task a value from 0 to 5 based on how much it requires each ability.

Functional emotions may work quite differently from human emotions, and do not imply that LLMs have any subjective experience of emotions, but appear to be important for understanding the model's behavior.

Types of automation: The types of automation can be understood by viewing a human operatoras a simple four-stage model of human information processing:1. Sensory processing2. Perception and working memory3. Decision-making4. Response selection.

The framework uses two sets of evaluation criteria to help designers determine the appropri-ate type and level of automation for each application. The primary evaluation criteria concernthe impact of the chosen types and levels of automation on human performance. The secondaryevaluation criteria include automation reliability and the cost of decisions or outcomes.

For thisreason, designers can benefit from frameworks that support system design that involves automa-tion. We now discuss one such framework: the types and levels of automation framework [639].Downloaded from https://academic.oup.com/book/60808 by Helsinki University Library user on 01 December 2025

we aim to cover as many methods as possible, the environment is relatively complex. This codebase primarily supports inference for different world model tasks

OpenWorldLib integrates models across different tasks within a unified framework, enabling efficient reuse and collaborative inference

OpenWorldLib integrates models across different tasks within a unified framework, enabling efficient reuse and collaborative inference.

Each task includes a unified evaluation framework supporting sandboxed code and APIs, alongside a human reference trajectory annotated with stepwise checkpoints along dual-axis: S-axis and V-axis.

we propose a Neuro-Symbolic Dual Memory Framework that explicitly decouples semantic progress guidance from logical feasibility verification

We track three specific vectors: Heal, One Thing, and Walk with Jesus.

p.s. Want the visual map? You'll find a full FieldNote Sketch Summary of this inside the 'hidden' layer. Click this highlight to see the synthesis, share it with someone you know needs it and save a copy for yourself.

The argument has nothing to do with language itself but with the role of language.

you're following the science and it's basically leading us out of a framework that was given to us a fundamental ontological epistemological framework given to us by the enlightenment

tag the t agent framework t

So kommt es zu dem Phänomen der inneren Buchhaltung. Man sagt sich, dass man ja immer mit dem Fahrrad zur Arbeit fährt, sodass man sich ein, zwei Flüge im Jahr gönnen kann. Das passt natürlich nicht. Mitunter wissen wir auch nicht, wie wir das kognitiv aufeinander beziehen sollen.

We design

Bill Sharp, and it's called the Three Horizon Framework

the soul can use the mind right and the mind is using the emotional body and so so now the the the journey is becoming more and more integrated

For many years, scientists, including a group of more than 15,000, have sounded the alarm about the impending dangers of climate change driven by increasing greenhouse gas emissions and ecosystem change (Ripple et al. 2020).

Shneiderman’s design principles for creativity support tools

flow

Csikszentmihalyi’s characterization of creativity as flow

Boden’s conception of creativity as “exploration and play”

feminist epistemology

feminist values

We build on this work and take stock of the advances creative computing research has made over the past 23 years.

Cherry and Latulipe’s [30] work on the creativity support index (CSI)

Creativity support has two implied referents: the person (who) and the activity (what).

Utopia is a content-centric web application platform. It leverages the file-system to provide a mapping between logical resources and files on disk.

Utopia is a website generation framework which provides a robust set of tools to build highly complex dynamic websites. It uses the filesystem heavily for content and provides functions for interacting with files and directories as structure representing the website.

February 2008

the language provides the framework for using the patterns as a program to create form.  But he aims for semantics, allegory, and poetics, as well as the aspects of language that generate feelings, emotions, a sense of order — all of which extend beyond the structural, topological and syntactic aspects of his program.

from Latin solutionem (nominative solutio) "a loosening or unfastening,"

literally "thing put forward

Subsequent analyses attempted to determine the theoretical mechanisms that underlie the power of narrative.

extended elaboration likelihood model

According to Bandura's social cognitive theory, people learn not only from direct experience but also by observing others and modeling the observed behaviors (Bandura, 2004). In essence, individuals are more likely to mimic behaviors that they have seen modeled than behaviors that have been recommended but not demonstrated (Bandura, 2004).

Emacs Application Framework

So organized, initiatives can collectively co-evolve and co-emerge into a purposeful transformation system oriented towards whole system change

How do we support the emergence of a powerful GCM that expresses strategic and relational congruences (of analysis and action) within a GCM where diversity (ontological and epistemological) is inherent?

four different types of initiators of new community projectsbased in neighbourhoods:local government,governmental organisations,non-governmental organisations or activists andexisting communities.

Most people affected by aresource system can participate(although many do not) in modifyingthe rules of use

the official fantasy of the 20th century after the war but now also the 21st century is this that of course they will 00:53:15 all become like us and after the war we called it development and they were then third world countries would become first world some second world countries as well and the interesting thing is is 00:53:30 that fundamentally that really hasn't changed if you scratch under the paint of the UN's sustainable development goals what you find is they want to take the very best fruits of modernity and 00:53:42 make them in a fair way distribute them more evenly across the planet so that everybody has the advantages of a modern life and as billa suggested that's a 00:53:56 fantasy that isn't going to happen there isn't enough planet for that to happen but nevertheless this is the official fantasy it drives the OECD and the folks at Davos and the UN and most 00:54:08 universities

The conceptual framework for this study incorporated intersectionality theory and organisational psychodynamic theory, to explore the experiences of 10 black women senior managers working in the Ministry of Justice.

Punya Mishra and Matthew J. Koehler’s 2006 TPACK framework, which focuses on technological knowledge (TK), pedagogical knowledge (PK), and content knowledge (CK), offers a productive approach to many of the dilemmas that teachers face in implementing educational technology (edtech) in their classrooms.

the quick definition would be 00:03:20 something like the metac crisis is all the crisis put together right and people go oh oh I see I see but they don't see right cuz it's not really the end of it that's just the beginning of the conversation the metac crisis is also in 00:03:33 the way you make sense of the world the way you feel it in in imote in relation to it the metac crisis is in your incapacity to fully articulate and narrate the self in this 00:03:47 context and The Meta crisis is also a you know coextensive with Co arising with this particular historical Epoch

Well-thought-out, idiomatic APIs

Theoretical Framework

Click here for scan of the original printed report [ PDF/Print | eReader ]

The human species may be undergoing an evolutionary transition in individuality (ETI) [1–6]. The evolutionary transitions framework explains how new levels of biological organization (such as multicellularity, or eusociality) emerge from subsidiary units (such as cells or individuals) through the formation of cooperative groups [6–10]. First proposed by Maynard Smith & Szathmáry [3], evolutionary transitions are thought to unfold via a shift in the dominant level of selection from competitive individuals to well-integrated functional groups [8,11]. These transitions exhibit a common set of patterns, including new divisions of labour, the loss of full individual autonomy and reproductive control, and the rise of new routes of information transmission [6,7,10].

The beauty of FAST framework Overloaded with information → Filter Drowning in busywork → Automate Descending into chaos → Structure Doing things over and over → Templatize

CLICCS Plausibility AssessmentFramework

Social Plausibility Assessment Framework

Semantic leadership   Extent to which word usage by one entity is subsequently adopted by others. Specifically, Klein measures how often novel semantic usage in a given newspaper is mirrored by other newspapers. When a newspaper is a semantic leader, its semantic usage better predicts the later usage of that word in other newspapers compared to those other newspapers' own, earlier usage of the word.

This document is a companion to the IIIF Content Search API Specification, Version 2.0. It describes the changes to the API specification made in this major release, including ones that are backwards incompatible with version 1.0, the previous version.

The “Goals, Signals, Metrics” framework is the most important thing I learned from Ciera, while at Google. This is a framework for defining metrics:Define the actual goal you’re trying to accomplish. Opt for a descriptive definition, for example, say “here is a description of what we want to actually accomplish with our work.” Not the vaguer, “I want to measure X.”Define signals. How would you know if you accomplished that goal, if you had infinite knowledge of everything? These are called “signals.” For example, a signal is “how happy are people with my product?” You cannot directly know how happy people are with your product, unless you’re magically all-knowing. However, if having happy customers is one of your goals, then this is the right signal for that.Figure out your metrics. These are proxies for that signal. Metrics are always proxies, there are no perfect metrics.

Honestly, at this point, I don't even know what tools I'm using, and which is responsible for what feature. Diving into the code of capybara and cucumber yields hundreds of lines of metaprogramming magic that somehow accretes into a testing framework. It's really making me loathe TDD despite my previous youthful enthusiasm.

I agree that these fields should be whitelisted by ActiveAdmin automatically as it generates them via the form helpers. Regardless of if you use :raise or :log you wouldn't usually want these causing unnecessary noise.

What is more, these advances have notnarrowed the gap between what is known and what can be seen to lie beyond thescope of present understanding and technique; rather, each advance has madeit clear that these intellectual horizons are far more remote than was heretoforeimagined.

A framework for assessing and addressing vulnerability

we need to understand what the tradition is that he is feeding from and how what his orientation is he is 00:01:21 taking his own work to be an extension of the work of immanuel kant now if you have not noticed anything in the history of philosophy of mind please 00:01:33 notice descartes and kant those are the two principal landmarks so many others but kant had died at the very start of the 19th century kant was working within a 00:01:46 physical framework that was newtonian in which space and time are simply blocks containers within which things unfold mechanistically that was the metaphysics available to 00:02:00 kant was asking with that metaphysics how do we come to know anything now he had the cogito of descartes very much on his mind but also the the empiricists 00:02:14 concerns with the role of the senses following the tradition of hume and kant attempted to resolve this by noting that there were some things that could not be learned from the world that had 00:02:27 to be in place before any knowledge of the world can happen at all he called these the synthetic a prioris those things that well nothing forces the manas but we can't begin to make 00:02:38 sense of the notion of knowledge without prior notions of time and space and causality this is a difficult position to occupy and can't argumentation was developed in very many ways and gave rise to very many 00:02:53 different kinds of science thereafter for the thing in itself this shell is not knowable rather i encountered a phenomenon of the shell the phenomenon of the shell 00:03:11 through mediated through the senses and the body and i can never thus get to the shell itself this is of course the paradox underlying all representational theories 00:03:22 of perception which is that they seem to leave you estranged from the world and not in contact with the world all knowledge seem to be mediated through the sensors so it need you need 00:03:34 to bootstrap knowledge with these synthetic api ras for accounts this is immanuel kant dies at the start of the 19th century and then about 00:03:45 1870 something like scientific psychology starts to emerge and there's a wide variety of approaches they're drawing among other things from kant but they're not following one 00:03:58 unified agenda funux comes in here and he sees himself as taking kant seriously and he's going to develop in his context in the 1920s and 1930s 00:04:10 the notion of a synthetic a priori changes now instead of the physicalist model of time and space and as containers that we have with kant the body is the ultimate synthetic a 00:04:22 priori for von neux cool epistemology or how a being comes to know the world will only be ever understood through careful attention to the structures of and processes of the body

Stimulus is a JavaScript framework with modest ambitions. It doesn’t seek to take over your entire front-end—in fact, it’s not concerned with rendering HTML at all.

Good students, on the other hand, constantly raise the bar forthemselves as they focus on what they haven’t learned andmastered yet. This is why high achievers who have had a taste ofthe vast amount of knowledge out there are likely to suffer from whatpsychologists call imposter syndrome, the feeling that you are notreally up to the job, even though, of all people, they are (Clance andImes 1978; Brems et al. 1994).

by adopting a replicator/interactor framework, where ‘perpetuation’ can mean differential persistence – persistence doesn’t require continuous presence – replication is taken to include reproduction, recurrence and re-production – and processes such as the nitrogen cycle can be considered entities that are perpetuated (the replicators, as it were)

So we need not restrict ourselves to material reproducers or replicators (the inner four ellipses) to consider level-specific properties to be adaptations – ‘functions’ resulting from evolution by natural selection

are thus differentially perpetuated through the success of a human-microbial holobiont, interacting with its environme

Future-Fit Business Benchmark co-developed with TNS practitioners Strategic Life Cycle Assessment (SLCA) VinylVerified Product Label a product label for specific PVC building applications in Europe. Living Building Challenge (LBC) Sustainable Apparel Coalition Materials Sustainability Index or Higgs Index as developed by Nike in collaboration with TNS

1) System, 2) Success, 3) Strategic, 4) Actions and 5) Tools.

theoretical framework of Sen-Bourdieu

Research

Guidance National AI Strategy

This study uses contemporary anchor institution frameworks

Equity-Centered Community Design (ECCD) is a creative problem-solving framework developed by Creative Reaction Lab that supports the development of equity-centered approaches that will dismantle oppressive systems.

Building upon Sweeney and Rhinesmith’s approach, and bringing the conceptualizations of care [14,33,34], I propose the following framework:I define social practices as the acts of care performed by individuals and afforded by CTCs in order to promote self and community needs;Based on this study’s ethnography, I categorize social practices into three groups:Care work: the invisible work performed by the infomediaries, or any CTC worker, as described by Sweeney and Rhinesmith;Peer-to-peer care: individuals (CTC users) collaborating with each other so they can inform, take decisions, and strive towards their individual needs; andCommunity care: individuals (CTC users and infomediaries) acting collaboratively or individually in order to promote community wellbeing.It is important to emphasize that social practices also include other social acts that are not necessarily “care”, but given the interactions observed in the CTCs in the favelas, I chose an explicit care-focused lens as the basis of this framework in order to breakdown the social practices in a way that could help make a case for the importance of the CTCs beyond their ICT-focused roles.

he first criterion of adequacy in this approach is that the active voice of the subject should be heard

framework that links women’s oppression to the structure of Western capitalist society.

Consciousness is important in a framework that views people as actors who in- tentionally try to affect their own situations.

theory is often conflated with “conceptual”. So people talk about having a theoretical or conceptual framework.