AI News / Brief
AI Agent Memory and Context Windows: A Practical Guide
Design working, episodic, and semantic memory; manage context windows, retrieval, summary drift, retention, and reliable handoffs.
Category
AI News
What shipped, what changed, and why it matters. (11 articles)
AI News / Brief
Small Language Models Explained: When Smaller Models Win
Learn where small language models beat larger systems on latency, cost, privacy, and deployment—and where they still fall short.
AI News / Brief
DiffusionGemma: When 4x Faster Local Text Is Worth the Trade-Off
Google's DiffusionGemma generates text in parallel blocks. Its speed is real under specific hardware conditions, with quality and serving trade-offs.
AI News / Brief
GhostApproval: Affected AI Coding Tools and Fixed Versions
Check which AI coding tools GhostApproval affected, the versions vendors fixed, and the mitigations to use where no patch is confirmed.
AI News / Brief
GitHub Copilot Repository Metrics: What Teams Can Measure
GitHub now reports Copilot coding-agent and code-review activity per repository. Learn what the API shows, omits, and how to evaluate it safely.
AI News / Brief
Find and Replace GitHub Models Calls After Retirement
Search code, configuration, CI, and documentation for retired GitHub Models dependencies, then choose migration, another provider, or removal.
AI News / Brief
GPT-Live Now: ChatGPT Voice Modes, Limits, and Retention
Choose ChatGPT Voice Live, Advanced, Standard, or Dictation using current limits, feature support, retention, and fallback paths.
AI News / Brief
Claude Fable 5 Access: Pro, Max, API, and Mythos 5
See how Claude Fable 5 is billed on Pro, Max, Team, Enterprise, and the API, and why Mythos 5 is not a retail upgrade.
AI News / Brief
Claude Sonnet 5's Launch Pricing Ends August 31 — Do the Math Now
Claude Sonnet 5 costs $2/$10 per million tokens until August 31, 2026, then rises to $3/$15. What the 50% increase means if you run agents on it.
AI News / Brief
Kimi K3: A 2.8T Open-Weight Bid That Isn't Downloadable Yet
Moonshot AI announced Kimi K3, a 2.8-trillion-parameter model with strong agentic benchmarks. The open weights are promised, not published. What we verified.
AI News / Brief
What the White House Frontier AI Order Means for AI Operations
Separate confirmed text in Executive Order 14409 from unknown implementation details, then prepare model inventories, evaluations, and rollback controls.