GuideFeb 16, 20262026-02-164 minVerified
Compliance Focus: Evidence, Logging, Consent, and Documentation
Regulation is about evidence, not intent. Capture data flows, automated-decision logs, security measures, and under-14 consent as outputs.
CommunityFeb 16, 20262026-02-164 minVerified
Designing Auditability For Government Surveillance AI Requests
How to design governance for surveillance/law-enforcement AI: legal request types, data minimization, retention limits, and audit-ready evidence.
CommunityFeb 16, 20262026-02-164 minVerified
Designing Boundaries for Relationship Tests in AI Chats
How to handle relationship-test prompts in AI chats: set refusal boundaries with Safe Complete, document branching rules, and validate via evaluation.
CommunityFeb 16, 20262026-02-165 minVerified
Designing Memory, Continual Learning, And Recursive Improvement Systems
Compare RAG vs parameter updates for long-term memory, then outline validation and gating needed for recursive self-improvement loops.
CommunityFeb 16, 20262026-02-164 minVerified
GPU Constraints Shift Model Strategy Toward Faster Iteration
GPU scarcity shifts strategy from bigger training to faster iteration and deployment, comparing mixed precision, checkpointing, and ZeRO trade-offs.
NewsFeb 16, 20262026-02-164 minVerified
India Local AI Compute Tied To Incentives And Funding
Blackstone backing for Neysa and a 20,000+ GPU plan spotlight India onshore compute tied to incentives, cost, latency.
CommunityFeb 16, 20262026-02-165 minVerified
Is The Frontier LLM Gap Really Shrinking Lately
Tight leaderboard scores can hide uncertainty and evaluation drift. Public data alone rarely confirms 3–6 month trend slowdowns.
CommunityFeb 15, 20262026-02-154 minVerified
Choosing AI Coding Tools: Extensions, Permissions, And Operations
AI coding tool choice depends on not only model quality but also tool calling, agents, and permission design shaping security and team velocity.
GuideFeb 15, 20262026-02-154 minVerified
Choosing Open-Source LLM Serving Runtimes For Latency
Serving bottlenecks shift to continuous batching, streaming, KV cache, and decoding optimizations affecting throughput, TTFT, and TBT.
GuideFeb 15, 20262026-02-155 minVerified
Decomposing LLM Inference Latency for Better Serving Performance
Break down LLM latency into queue/compute and prefill/decode, then tune batching, KV cache limits, scheduling, and quantization.
CommunityFeb 15, 20262026-02-154 minVerified
Designing AI Conversations Without Hierarchy, Lecturing, Or Isolation
Why AI knowledge gaps trigger hierarchy, lecturing, and withdrawal—and how to reshape talks using diffusion criteria, NVC, and MI.
CommunityFeb 15, 20262026-02-154 minVerified
Family AI Onboarding With Data Safety Rules
Reduce family AI adoption friction with onboarding (accounts, access, recovery), safety rules, and task templates before persuasion.
GuideFeb 15, 20262026-02-154 minVerified
Operating LLM Routing and Cascading for Cost and Latency
How to route LLM requests by predicting quality and uncertainty, balancing cost and latency, with safe escalation and auditable logs.
GuideFeb 15, 20262026-02-154 minVerified
Reranking in RAG Pipelines: Benefits, Costs, and Evaluation
Learn how reranking after top-K retrieval improves ranking quality in RAG, and how to evaluate gains against added latency and cost.
CommunityFeb 15, 20262026-02-154 minVerified
Why Free vs Paid LLM Quality Feels Different
Perceived quality differences often come from rate limits, priority processing, context policies, and feature access—not just model strength.
CommunityFeb 14, 20262026-02-145 minVerified
Agent Performance Depends on Tools and Harness Design
Agent outcomes can hinge more on harness design—tools, permissions, runtime limits, and session/compaction rules—than on the model alone.
CommunityFeb 14, 20262026-02-144 minVerified
How AI Coding Shifts CS Toward Verification
As AI coding tools improve, CS learning shifts from writing code to understanding, verification, design, and security.
RoundupFeb 14, 20262026-02-142 min
AI Resource Roundup (24h) - 2026-02-14
A curated link roundup from recently collected official updates and tech news.
TrustedFeb 14, 20262026-02-144 minVerified
Beyond Rate Limits: Continuous Access Policy Engine Design
How combining rate limits, real-time usage tracking, and credits enables continuous access for costly models while meeting SLOs.
CommunityFeb 14, 20262026-02-144 minVerified
Decomposing AI Risks: Tasks, Transparency, And Safety Testing
Split AI concerns into task automation, high-risk transparency and auditability, and TEVV safety testing for deployment decisions.
GuideFeb 14, 20262026-02-145 minVerified
Designing Agent Defenses Against Prompt Injection Attacks
How prompt injection rides untrusted content into tool calls, and how to mitigate it with least privilege, sandboxing, fixed schemas, and output validation.
GuideFeb 14, 20262026-02-144 minVerified
Designing Prompts to Reduce Version Anchoring Risks
Avoid model-name anchoring by defining success criteria, output format, and failure handling, then running evals on every change.
CommunityFeb 14, 20262026-02-145 minVerified
EU and US Copyright Rules for AI Training
Overview of EU DSM TDM exceptions and US Copyright Office guidance on AI training, focusing on lawful access and human contribution.
TrustedFeb 14, 20262026-02-145 minVerified
GABRIEL Toolkit Turns Qualitative Data Into Quantitative Metrics
OpenAI’s GABRIEL converts qualitative text and images into measurable outputs, adding reproducible runs, batching, retries, and audit trails.