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
