CommunityFeb 25, 20262026-02-255 minVerified
How AI Pricing Tiers Reshape Access And Work
Higher tiers bundle usage caps, SLA, context, and org controls, widening the practical work gap between individuals and enterprises.
All Articles
1177 articles · Page 25 / 50
CommunityFeb 25, 20262026-02-254 minVerified
Korean Word-Chain Mini-Benchmark for Rule-Following Honesty
A Korean word-chain mini-benchmark using “checkmate” words to separate rule-following, admitting impossibility, and fake-word evasion across reasoning_effort settings.
CommunityFeb 25, 20262026-02-254 minVerified
Managing Similarity Flags in Automated Content Moderation Systems
When AI text looks similar to works or sensitive events, automated enforcement may trigger. Use 17 USC §107 factors and keep records.
CommunityFeb 25, 20262026-02-254 minVerified
Measuring AI Exposure at the Task Level
Shift from jobs to task-level AI exposure metrics, weighing productivity gains against mixed employment signals for workers.
CommunityFeb 25, 20262026-02-254 minVerified
Why Output Length Becomes the Real Coding Bottleneck
In portfolio site builds, bottlenecks often come from long outputs during iterative edits, not first drafts. Compare tools by output cost, caching, and batch workflows.
CommunityFeb 25, 20262026-02-254 minVerified
Personal AI Automation Requires Governance, Logs, And Approvals
Generative AI and agents amplify individual output, but hallucinations and data retention/training policies raise governance risks.
CommunityFeb 25, 20262026-02-254 minVerified
Reducing Sycophancy by Stating Uncertainty in Chatbots
How chatbot sycophancy inflates certainty, conflicts with uncertainty guidance, and what design and evaluation practices reduce risk.
CommunityFeb 25, 20262026-02-254 minVerified
Tracing Output Drift With Snapshots, Seeds, And Safety
Even with the same model alias, outputs can shift due to snapshot routing, safety behaviors, and sampling settings. Use logs and regression tests to isolate causes.
RoundupFeb 24, 20262026-02-242 min
AI Resource Roundup (24h) - 2026-02-24
A curated link roundup from recently collected official updates and tech news.
RoundupFeb 23, 20262026-02-232 min
AI Resource Roundup (24h) - 2026-02-23
A curated link roundup from recently collected official updates and tech news.
RoundupFeb 18, 20262026-02-182 min
AI Resource Roundup (24h) - 2026-02-18
A curated link roundup from recently collected official updates and tech news.
RoundupFeb 17, 20262026-02-172 min
AI Resource Roundup (24h) - 2026-02-17
A curated link roundup from recently collected official updates and tech news.
CommunityFeb 17, 20262026-02-174 minVerified
Why Benchmark Gains Don’t Guarantee Real-World Model Quality
Static benchmark gains may not translate to real work quality. Covers contamination risks and a practical evaluation framework.
GuideFeb 17, 20262026-02-175 minVerified
Design Agent Memory With Deletion, Expiry, And Auditing
Agent memory shifts personal data from one-off chat to reusable records. Design deletion, expiry, and audit logs before storage.
CommunityFeb 17, 20262026-02-174 minVerified
Managing Message Caps And Rate Limits Across AI Plans
How multi-plan switching to spread chat caps and API rate limits can clash with terms, security, and automation restrictions.
CommunityFeb 17, 20262026-02-175 minVerified
Operating Continuity for IP-Based Long-Form AI Animation Production
How to run long-form AI animation on existing IP with a bible, asset library, and QA loops, while managing derivative-work risks.
GuideFeb 17, 20262026-02-174 minVerified
Output Validation Gates for Agent Tool Execution Safety
Tool calls become real actions. JSON validity is not enough—use strict schema checks, allowed_tools, refusal detection, and state-aware gates.
CommunityFeb 17, 20262026-02-174 minVerified
Sycophancy Risks: When Conversational AI Over-Agrees With Users
Why conversational AI sycophancy is treated as a quality/alignment risk in official docs and evals, plus practical mitigation prompts.
CommunityFeb 17, 20262026-02-174 minVerified
When Digital Intelligence Truly Exceeds Human Capabilities
Examine when speed, copying, and updates translate into general intelligence, using scaling laws, g, and real-world bottlenecks.
RoundupFeb 16, 20262026-02-162 min
AI Resource Roundup (24h) - 2026-02-16
A curated link roundup from recently collected official updates and tech news.
NewsFeb 16, 20262026-02-164 minVerified
AI Video Copyright Disputes Shift From Training To Distribution
Seedance 2.0 backlash signals copyright fights moving from training data to AI-generated outputs and distribution, raising DMCA-style duties.
CommunityFeb 16, 20262026-02-165 minVerified
Building Reliable Agent Loops Without Framework Dependencies
Explains reliability patterns and evaluation/logging practices needed when implementing agent execution loops without a framework.
GuideFeb 16, 20262026-02-165 minVerified
Choosing Korean LLMs: Data Retention, Training, And Region
Korean LLM adoption now hinges on training opt-in, retention exceptions, and in-region storage vs processing, not model names.
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.