ZenitData: Each AI Wave Resets Customer Expectations for Included Features.

Shared topic / Tension

Stack Overflow's data science director says context engineering is the bottleneck.

Overlapping topics (capability, data, depth); pushes against this story (but).

CRM forks into rip-and-replace versus overlay.

Overlapping topics (becom, capability, featur); pushes against this story (versus).

A phantom-gains audit found a single greedy decode manufacturing improvement on an untrained model.

Overlapping topics (baseline, capability); pushes against this story (against).

DFM Mimir v1 is a 1B hierarchical-reasoning model trained only on permissible data, competing with Qwen 3.5 4B.

Overlapping topics (capability, data); pushes against this story (competes).

"Compression is prediction" was the highest-scoring technical explainer of the cycle at 596 points.

Overlapping topics (baseline, cycle); pushes against this story (against).

Dark Souls Learning Environment: five methods, 22 bosses, every RL agent scores essentially zero.

Overlapping topics (baseline, each); pushes against this story (against).

Shared topic / Downstream implication

Score every skill edit by rolling the task back and re-running it.

Overlapping topics (baseline, each); traces where this leads (downstream).

Shared topic / Tension

Programmatic tool calling beats JSON in 11 of 14 models

Overlapping topics (baseline, capability); pushes against this story (against).