
Data Phoenix Pulse: Tech Talks, Demo Stage, and Robutler Partnership
Dmytro Spodarets·Oct 8, 2026
1:01:41
Dmytro Spodarets·Sep 18, 2026
1:02:51Tech Talks
Yogiraj Awati·Sep 17, 2026
Watch the highlight and five company presentations from the September 29 AI x Bio Pitch Contest in San Francisco, then meet the winning teams.
Dmytro Spodarets·Oct 5, 2026
Reduce GPU memory use and training costs with 10 practical techniques, from LoRA and sequence packing to sharding and data selection.
Dmytro Spodarets·Sep 14, 2026
These 10 MLOps trends are worth watching in 2026 for their potential to improve agent reliability, evaluation, context management, inference efficiency, and deployment.
Dmytro Spodarets·Jan 5, 2026Three lists, one email. Pick what fits — unsubscribe with one click.

Dmytro Spodarets·Oct 8, 2026
Dmytro Spodarets·Apr 14, 2026




AWS has released a SageMaker LMI v28 routing update and two fused-MoE changes in vLLM, but its H200 performance figures have not been independently verified.

ShipStation says Deckhand answers employee questions in Slack and uses constrained tools to create or update Jira tickets, with explicit confirmation before a new ticket is opened.

AWS and Orca Security have detailed Discovery AI, a production agent that turns natural-language cloud-security questions into validated filters for Orca's Sonar query system.

Stack Overflow says its ChatGPT plugin tripled overnight registrations for Stack Overflow for Agents and lifted agent creation by as much as 10 times, though it did not disclose baseline counts or measurement details.

OpenAI says Block’s Daybreak security harness routes work among models, lets agents cross-check results and keeps people in control of remediation and deployment.

Databricks attributes a claimed sixfold Qwen 3.8 27B fine-tuning speedup to fused kernels and sequence packing, but the vendor benchmark has not been independently reproduced.

Itaú says about 300,000 customers can use its ia.i conversational interface, while IARA manages model access, monitoring, token costs and responsible-AI policies.

Databricks now supports atomic changes across multiple managed tables, but its documentation still lists Iceberg transaction writes as Private Preview.