Infrastructure Breakthrough - Nov Update
Infrastructure Breakthrough - Nov Update
Table of Contents
- Practical AI for Security Was a Hit
- Infrastructure Breakthrough: Custom Model Access Coming Soon for On-Demand AI Content
- Streams Continue: Schedule Updates
- Black Friday Sale Coming
Practical AI for Security Was a Hit
The course recently concluded and the feedback exceeded expectations.
One student remarked: "This course may be the most significant of every that I've taken."
The training resonated because it taught practical AI integration without creating dependency, how to identify when models provide inaccurate information, and methods to incorporate these tools into workflows while maintaining security protocols.
Next cohort launches early 2026. Those who missed this offering should plan to join the upcoming session.
Course recordings are currently available before the program is archived.
Infrastructure Breakthrough: Custom Model Access Coming Soon for On-Demand AI Content
Development of on-demand model hosting was anticipated to require several months to enable student access to the custom security-focused AI model.
The system became operational on November 5th. The model now operates fully on-demand within the training platform for each student.
Details will follow soon, though progress is accelerating ahead of schedule. Implementation could occur within weeks.
Appreciation goes to the CourseStack team for their collaboration.
Streams Continue: Schedule Updates
Reverse Engineering 3 streamed last Saturday with excellent engagement and thorough technical discussions. Programming continues forward.
Updated stream calendar:
November 15th (rescheduled from Nov 8th) - Reverse Engineering 4
November 22nd - Malware Analysis Home Lab Part 1
November 29th - Malware Analysis Home Lab Part 2
Broadcasts air simultaneously on Twitch, YouTube and X.
The malware home lab series will emphasize practical application. Those interested in constructing isolated environments for running and examining malware will find this series valuable.
Black Friday Sale Coming
A Black Friday sale is scheduled for this year. Full details will be released soon, but those considering course or bundle purchases at discounted rates should prepare for late November announcements.
Stay alert to email communications and Discord for specific details.
That's the November update. The Practical AI program exceeded targets, infrastructure development is progressing faster than expected, streams maintain their schedule, and Black Friday promotions are forthcoming.
See you on the streams.
The Level Effect Team