42 stories tagged with #constraint, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Geometry-Guided Constraint Learning for LLM Safety Classification
arXiv:2607.19366v1 Announce Type: new Abstract: Safety as Polytope (SaP) learns linear half-space constraints in LLM hidden space but requires per-category tuning of the constraint…
Kimi K3 developer suspends new subscriptions amid compute constraints
Chinese start-up Moonshot AI has suspended new subscriptions for its groundbreaking new model Kimi K3 as surging demand squeezes its computing powe...…
AI Data Center Power Constraints Are the Real 2026 Bottleneck
Gartner projects 40% of AI data centers will be power-constrained by 2027. Learn how to plan capacity, route around grid limits, and why distributed GPU clouds are the structural a…
Attribution constraints reveal stronger future intensification of the upper‑level Hadley circulation
US services sector activity rises in May; supply constraints boost prices - Reuters
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
US services sector activity rises in May; supply constraints boost prices
How India's ambitions to build and export a sovereign AI template are colliding with structural constraints, including a dependence on foreign AI infrastructure (Saritha Rai/Bloomberg)
Saritha Rai / Bloomberg : How India's ambitions to build and export a sovereign AI template are colliding with structural constraints, including a dependence on foreign AI infrastr…
Bridging Auxiliary Constraints to Resolve Instruction Following in Large Reasoning Models
Large Reasoning Models (LRMs) have demonstrated impressive capabilities in many tasks, yet they struggle with reliably following multiple instructions, either by failing to satisfy…
Significant gains in women education, digital access, and economic agency but social constraints persist, NFHS-6 finds
NFHS-6 reveals progress in women's education and digital access in India, yet deep-rooted social constraints and gender norms persist.…
Breaking the music supply constraint
Part 08: Designing Tables, Data Types and Constraints
Part of the "SQL: Zero to Ninja" series, for junior web devs who want SQL to finally click. Up to...…
You Can't Prompt Your Way Out of a Hard Constraint
Thursday morning I removed five nodes from my content pipeline. By lunch I understood something about...…
AI video templates: actually changing production speed, or just better constraints in disguise
This Rewrite Isnt the Constraint: How a 300ms Tail Latency Hunt Led to a New Event Pipeline
We were burning 400ms in p99 tail latency on a core event-processing path in Veltrix. The upstream...…
CBSE's 3-language scheme doesn't hit federalism, but will study infra constraints: SC
NEW DELHI: Supreme Court on Wednesday agreed to examine validity of CBSE's recent policy mandating three languages, two of which must be Indian languages, for Class IX, which paren…
C++26: Ordering of constraints involving fold expressions
You have two overloads of g(). One requires A<T> for each element in a pack, the other requires C<T> — where C is a stricter concept that subsumes A. Both apply to the types you’re…
C++26: Ordering of constraints involving fold expressions
Constraint acquisition needs better benchmarks
Constraint Acquisition (CA) and related research on the validation and enhancement of Mathematical Programming (MP) models from domain knowledge artifacts are currently limited by …
2-ASP(Q) programs with weak constraints: Complexity and efficient implementation
ASP(Q) extends Answer Set Programming (ASP) with Quantifiers over answer sets. In this paper we focus on the class of ASP(Q) programs with two quantifiers and weak constraints, den…
The best AI video prompts I use are basically constraints, not descriptions
Money Talks: The Freedom of Constraint
Author David Epstein breaks down the powerful effect of limitations.…
Residual Drift Dominates Contradiction in Multi-Turn Constraint Reasoning
How do multi-turn reasoning systems fail? The expected answer is logical contradiction, in which the system's maintained state becomes unsatisfiable. We show that the dominant mode…
A governance horizon for ethical-use constraints in open-weight AI models
Ethical constraints on open-weight AI models are both a reflection of societal concerns and a foundation for AI governance policy. They are expected to propagate to downstream deri…
Circle CEO discusses stablecoin rewards amid GENIUS Act constraints
Circle CEO Jeremy Allaire says stablecoins need transaction-based rewards, not yield, as the GENIUS Act bans direct interest payments to holders.…
Philosophical Dispositions as Behavioral Constraints for AI-Assisted Code Review: An Empirical Study
AI-assisted code review tools typically operate as generic "expert reviewer" agents, producing homogeneous findings regardless of the analysis type needed. We present a system that…
Reinforcement Learning for Microcanonical Graph Ensemble with Assortativity Constraints
How network structure determines function is a fundamental question, and it can be investigated by graph ensembles with precisely controlled structural properties. Canonical approa…
Constraint Decay: The Fragility of LLM Agents in Back End Code Generation
Large Language Model (LLM) agents demonstrate strong performance in autonomous code generation under loose specifications. However, production-grade software requires strict adhere…
Lam Research’s SWOT analysis: stock faces cleanroom constraints
best tool for quickly testing system prompt constraints across different models?
From source code 2 LLM constraints:a semantic extractor for Python, SwiftUI, Lua
static analysis that compiles framework source code into a queryable IR bundle, serving as an MCP-accessible knowledge graph for LLMs. - whitecell-dev/Semantic-Extractor…
Constitutional Exception Committees: A Pattern for AI Agent Constraint Governance
The Problem You've built an autonomous AI agent. You've given it constraints—readonly...…
Most “Prompt Engineering” Advice Fails Because It Ignores Constraint Decay
Learning to Hand Off: Provably Convergent Workflow Learning under Interface Constraints
We study workflow learning in a setting where specialized agents hand off control through a shared artifact, each agent observes only a local function of that artifact and its own …
Transforming Constraint Programs to Input for Local Search
Applying local search algorithms to combinatorial optimization problems is not an easy feat. Typically, human intervention is required to compile the constraints to input data for …
Streamlined Constraint Reasoning via CNN Pattern Recognition on Enumerated Solutions
Constraint programming practitioners accelerate hard problems through a layered set of techniques applied in order of risk. Standard hardening (symmetry-breaking and implied constr…
Vertiv: The Infrastructure Layer Behind AI's Biggest Constraint
Reiterating Vertiv (VRT) Strong Buy: AI infrastructure faces power/cooling bottlenecks; modular 800V solutions drive EBITDA growth & 33% upside—read now.…
I catalogued 200 production prompts by role/constraint/output – here’s what actually matters
RBC Capital cuts Brambles stock price target on repair constraints
If AI removes the labor constraint on high-skill work, what happens to the advantage of elite firms?
IMF assessment points to slow UK recovery and structural constraints
World Health Assembly opens on Monday amid global financial constraints
The 79th World Health Assembly in Geneva will discuss global health reforms, emergency preparedness and financing challenges. | India News…