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AI
LLM
AI Safety
Alignment
Security

On Heretic and the Fragile Morality of LLMs

Jun 11th, 2026
Grant Engberson

Recently, articles surrounding the supposed dangers of an open source abliteration tool called Heretic, along with legal notice being served to its creator, have inspired me to speak out for two reasons.

Read more
Jan 1st, 2296
E. Anderton, A. Duyko

Example Blog Article

Example Blog Article

rearc
ai
llm
aws
gcp
azure
Sep 7th, 2026
Aditya Malu

Tuning Spark Jobs From the Transaction Log

Photon and AQE make the work you already do faster. The Delta transaction log decides how much work exists at all — here are five levers you can read straight out of _delta_log/ and the fixes each one points to.

Databricks
Spark
Delta Lake
Data Engineering
Performance
Aug 31st, 2026
Weston Kimbro

Genie Ontology Ranks Trust, Not Correctness

Databricks' Genie Ontology and OntoRank solve the problem of trust, not accuracy. Here's why ranking authority isn't the same as checking math.

Databricks
Genie
Data Governance
AI Agents
DAIS 2026
Data and AI Summit
Aug 27th, 2026
Ashwin Singaram

Inside Lakewatch Training for SOC Teams

A data engineer's first-hand look at Databricks' Lakewatch SIEM training, covering ingestion presets, detection engineering, and how a lakehouse-native architecture closes the coverage gaps that open during SIEM migrations.

Lakewatch
Security
Training
Aug 13th, 2026
W. Kimbro, H. Schumann

Ranking Spark 4.2 Features from S-to-F Tier

A data engineer and an AI/ML engineer tier-rank every major Spark 4.2 feature, argue about it, and reconcile their disagreements into one combined ranking.

spark
data-engineering
ai
machine-learning
databricks
data
Aug 6th, 2026
Ayush Varma

Integrating Event Collectors with Databricks Zerobus

Proof of concept using Grafana Alloy and Databricks Zerobus to collect AWS EKS pod logs into Delta tables.

databricks
grafana
aws
eks
opentelemetry
Jul 27th, 2026
Benedetta Manocchio

To Hack(athon)? Or Not to Hack(athon)?

Participating in Databricks 2026 DAIS Hackathon

Data
Databricks
Data Engineering
DAIS 2026
Data and AI Summit
Jun 11th, 2026
G. Engberson, H. Schumann

Red Agent Swarms for Testing Customer-Facing AI Agents

LLM applications have a semi-infinite attack surface, and they are notoriously hard to secure without breaking the user experience.

AI
LLM
AI Safety
Security
Red Teaming
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