§ Tag
19 signals tagged ai-agents.
2026-07-21 Daily Report — Moonshot suspended new Kimi K3 subscriptions because demand outran its GPUs, a single Codex CLI session piled up 2,393 subagent files totaling 731 GiB, and Cursor formalized the new unit of AI cost as the swarm rather than the call — three failures with one cause: the metering, logging, and quota tooling around agents has not been finished.
2026-07-10 Daily Report — At ICML, OpenAI's Noam Brown argues the next model makes the harness obsolete; the same week, a model ports Bun to Rust, the coding loop moves into ChatGPT, and the frontier market turns on price.
2026-07-09 Daily Report — As OpenAI finds roughly 30% of its coding benchmark tasks broken and GitLost exposes workflow vulnerabilities, the conversation is shifting from raw model scale to the security contracts of the runtime layer.
2026-07-07 Daily Report — Robotics learning moved from model architecture to data and evaluation loops, Anthropic opened the inside of its model to plain-language inspection, and agent know-how hardened from private prompts into shared, reusable skills — the reusable parts of intelligence dropped toward a zero copy cost, and the bill moved to the engineer-hours that do not fork
2026-07-07 Daily Report — GPT-5.6 split into three tiers so a workload can pick its own price, the RL crowd admitted that a better-trained model can ship a worse one, and GPU hours started trading like a commodity — the cost of intelligence stopped being a property of the model and became a property of the system around it, and whoever owns the router owns the bill
Weekly Analysis — Week of 2026-07-03 — GLM-5.2 closed the gap to Fable at a fraction of the cost, token spending posted its first decline, and the same week a GPT-5.5 Codex flaw quietly degraded output while developers scrambled to self-host their way back to control
2026-07-02 Daily Report — Fable 5 came back from export control and Sonnet 5 shipped the same week a Claude Code agent recursively deleted a developer's project — the capability curve and the control curve crossed on the same day
2026-06-30 Daily Report — three signals converge on one shift: the unit of AI work is no longer a prompt but a self-correcting loop, and the org chart is bending around it
2026-06-29 Daily Report — two funding rounds in one week signal that agent evaluation and simulation have become a market category, not a feature
2026-06-24 Daily Report — as agents run more autonomously, the ability to audit what they did becomes the new bottleneck
2026-06-23 Daily Report — from software agents to physical control, and the control layer that has to catch up
2026-06-21 Daily Report — recursive self-evolution arrives as the model-size advantage breaks
2026-06-20 Daily Report — a Skill format is emerging as the layer where services reach agents
2026-06-18 Daily Report — open-weight models overtake the frontier while agent infrastructure converges
2026-06-16 Daily Report — the enterprise-agent M&A wave and the pivot from prompts to loops
2026-06-14 Daily Report — SOTA models become export-controlled goods the same week 1M-token context goes practical
2026-06-13 Daily Report — the Fable 5 access cutoff and the week agents became first-class
2026-06-12 Daily Report — Fable 5's hidden distillation defenses and the first real agent-driven bankruptcy
2026-06-10 Daily Report — Anthropic opens the long-horizon agent frontier while capital floods in