getabstract
+ GPT-4
Integrating LLM Technology
- Lecturer in HSLU (Mathematics) while studying MSc Data Science
- Former Teacher (7yr), Scientific Research in Oxfordishre & CERN
- St Andrews MChem (& Philosophy & Teaching Degrees)
- Swiss (Genève) & USA Nationality
- InnoSwit.ch & SelfTeach.io
- Contact: jayteach+we@pm.me
- LinkedIn.com/in/Jerome--G
Jerome Gano
If the World has changed, so should Businesses
2
General Advice →
Tailored Advice
4
'Summarization' →
'Knowledgebase Curation'
1
Search by Keywords →
Search by Intent
3
Manual Summaries →
Assisted Summaries
Product
Business Model
Process
Product
Search by Keywords →
Search by Intent
https://zipchat.ai Demonstration
Product
General Advice →
Tailored Advice
GPT-3.5 << GPT-4
Examples of Improvement via Prompt Engineering
Process
OpenAI have already developed a system for summarizing entire books in 2021 called 'Recursive Summarisation'.
My early experiments show that GPT-4 can already produce book summaries that are about 60-80% as good as GetAbstracts'.
Manual Summaries →
Assisted Summaries
Process
Manual Summaries →
Assisted Summaries
Business Model
'Summarization' →
'Knowledgebase Curation'
| Plan | Time | Added Cost | Scope |
|---|---|---|---|
| Individual Contractor | 3 months mid-June — mid-Sept |
$$ | 'Semantic Search' & Map Out All Options |
| Re-Prioritize Existing Employees | 6 months | $ | Implement the above & 'Tailored Advice' |
| Hire Additional Developpers | 9 months | $$$$ | Implement the above & Summarization Process Improvements |
Implementation
- Data Source
- Model Architecture
- Fine Tuning Dataset
- Fine Tuning RLHF (Reinforcement Learning with Human Feedback)
- Delivering Inference
- UI/UX
LLM Technology Lifecycle
Questions for Patrick
- Long Term Strategy
- Privacy & Data Security
- Streamline ALL business processes (legal, code, customer service)
Questions for Marco
- Assisted Summarisation can streamline and scale processes without adding headcount
- For the TaskBase Partnership — self-hosting is increasingly possible
Questions for Patricia
- Join the AI Hype Train (it's been doing great on GetAbstract's LinkedIn)
- Partner with learning providers and GetAbstract could be the 'human-in-the-loop knowledge curation experts' unlike DuoLingo or KhanAcademy's learning bots
SelfTeach.io
GetAbstract
By Jay Teach
GetAbstract
This presentation explores the intersection of business and technology, featuring discussions on topics such as product, business models, and implementation. It also includes insights from industry experts and opportunities for audience engagement.
