Agent Interface v2 was shipped. Heavy users drop a 30k‑row CSV, run an agent for an hour, and receive a clean pipeline, enriched contacts, and drafted follow‑ups.
Key points
Release: Agent Interface v2 shipped today.
Performance: Users process a 30k‑row CSV in about one hour, yielding cleaned data and drafted follow‑ups.
Sources
Pharma.AI Q3 Fall update now on demand
Pharma.AI released its Q3 Fall update and made it available on demand. The update was presented last Wednesday as part of the latest chapter of Pharmaceutical Superintelligence (PSI). PSI is described as an ecosystem built around the arc Train → Evaluate → Connect → Apply.
Key points
Release: Q3 Fall update is now on demand.
Framework: PSI uses the sequence Train → Evaluate → Connect → Apply.
Sources
- Original post
- Linked resource - Linked in the post
Odyssey-3 launch announced
Odyssey-3 is a new foundation world model. It is claimed to set a new state of the art on Physics-IQ. The model is offered for free and is said to power robots, train AIs, and generate interactive experiences.
Key points
Launch: Odyssey-3 released today.
Claim: New state of the art on Physics-IQ.
Sources
Odyssey-3 launch – new foundation world model
Odyssey-3 is a learned dynamical system implemented as an autoregressive diffusion transformer that predicts object motion and interactions. The company announced a research preview and invited physical AI developers to contact them. Odyssey-3 Pro achieved a top score of 66.1 on the Physics benchmark video-to-video test.
Key points
Launch: Odyssey-3 research preview is available now; developers can get in touch.
Benchmark: Odyssey-3 Pro scored 66.1 on the Physics video-to-video benchmark, the highest reported.
Sources
postgresai 0.17 released with outbound‑only agent and new metrics
postgresai 0.17 is now available. The release adds an outbound‑only agent so the platform never connects to your instance. It also introduces a new pgai PromQL, real‑trigger autovacuum checks, pg_stat_statements across all databases, and VictoriaMetrics admin keys.
Key points
Outbound‑only agent: platform never connects to your instance
New pgai PromQL included in version 0.17
Sources
- Original post
- Linked resource - Linked in the post
Arize AX Cost Agent launch – managed LLM spend analyzer
Cost Agent is a managed agent in Arize AX that analyzes traces to locate recurring LLM and agent cost issues. It quantifies impact, ranks issues, and recommends fixes. An analysis reported an estimated 35–40% monthly savings.
Key points
Availability: Cost Agent is now offered to Arize AX Enterprise accounts as a managed agent.
Savings claim: One analysis estimated 35–40% monthly cost reduction.
Sources
Wake-sleep algorithms introduced by Hinton et al. in 1995
Wake-sleep algorithms were introduced by Hinton et al. in 1995. They train neural networks by alternating a wake phase that learns from real data and a sleep phase that learns from generated examples. The post references this method.
Key points
Introduced by Hinton et al. in 1995
Uses alternating wake and sleep phases for training neural networks