Lock in $30 Savings on PRO—Offer Ends Soon! ⏳

How To Avoid the Next AI Winter: Functionalism,...

Avatar for gregab gregab
March 31, 2015
Technology
0
170

How To Avoid the Next AI Winter: Functionalism, Robustness, and the AI Hype Cycle

Avatar for gregab

gregab

March 31, 2015
Tweet

More Decks by gregab

See All by gregab
Hold 'X' To Pay Respects: Systems vs. Stories
Avatar for gregab gregab
1
240
The Pre-History of D&D: Play, Simulation, and Storytelling in 1500 Years of War Games
Avatar for gregab gregab
1
830
Computational Intelligence: images <-> sentences
Avatar for gregab gregab
0
150
The Future of Tabletop Games: 3 Minute Proposal
Avatar for gregab gregab
1
110
DeepView: Computational Tools for Chess Commentary and Spectatorship
Avatar for gregab gregab
0
230
More Pixels Law: How The Camera is Becoming the World's Most Important Sensor
Avatar for gregab gregab
2
980
Learning From Science Fiction
Avatar for gregab gregab
0
230
Order Matters: Accounting for Anchoring Bias on User Labeling in Recommendation Systems
Avatar for gregab gregab
1
280
2H2K: LawyeR (in-progress)
Avatar for gregab gregab
0
330

Other Decks in Technology

See All in Technology
re:Invent2025 3つの Frontier Agents を紹介 / introducing-3-frontier-agents
Avatar for tomoki10 tomoki10
0
370
202512_AIoT.pdf
Avatar for AIxIoTビジネス共創ラボ iotcomjpadmin
0
130
Knowledge Work の AI Backend
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
0
110
アプリにAIを正しく組み込むための アーキテクチャ── 国産LLMの現実と実践
Avatar for Yasushi Taki kohju
0
190
「図面」から「法則」へ 〜メタ視点で読み解く現代のソフトウェアアーキテクチャ〜
Avatar for Satoshi Kobayashi scova0731
0
470
シニアソフトウェアエンジニアになるためには
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
3
250
ZOZOの独自性を生み出す「似合う4大要素」の開発サイクル
Avatar for ZOZO Developers zozotech
PRO
0
120
AWSインフルエンサーへの道 / load of AWS Influencer
Avatar for WHIsaiyo whisaiyo
0
200
『君の名は』と聞く君の名は。 / Your name, you who asks for mine.
Avatar for NTT docomo Business nttcom
1
100
AI時代のワークフロー設計〜Durable Functions / Step Functions / Strands Agents を添えて〜
Avatar for やくも yakumo
3
1.9k
LayerX QA Night#1
Avatar for koyaman2 koyaman2
0
210
20251218_AIを活用した開発生産性向上の全社的な取り組みの進め方について / How to proceed with company-wide initiatives to improve development productivity using AI
Avatar for yayoi_dd yayoi_dd
0
620

Featured

See All Featured
The World Runs on Bad Software
Avatar for Brandon Keepers bkeepers
PRO
72
12k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
Avatar for Tammy Everts tammyeverts
2
120
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
Avatar for Tammy Everts tammyeverts
10
750
A better future with KSS
Avatar for Kyle Neath kneath
240
18k
The MySQL Ecosystem @ GitHub 2015
Avatar for Sam Lambert samlambert
251
13k
Balancing Empowerment & Direction
Avatar for Lara Hogan lara
5
810
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
37
2.7k
The browser strikes back
Avatar for Jono Alderson jonoalderson
0
120
Building a Scalable Design System with Sketch
Avatar for Laura Van Doore lauravandoore
463
34k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
Avatar for Aleyda Solis aleyda
1
1k
Efficient Content Optimization with Google Search Console & Apps Script
Avatar for Katarina Dahlin katarinadahlin
PRO
0
250
Fight the Zombie Pattern Library - RWD Summit 2016
Avatar for Marcelo Somers marcelosomers
234
17k

Transcript

  1. How to Avoid the Next AI Winter Functionalism, Robustness, and

    the AI Hype Cycle Greg Borenstein MIT Media Lab, Playful Systems @atduskgreg

  2. [AI is] getting a computer to do things which, when

    done by people, are said to involve intelligence. – John McCarthy
  3. None
  4. None

  5. “Playing Atari with Deep Reinforcement Learning”, Minh et al, 2013

  6. None
  7. None

  8. The first part of a sigmoid looks like an exponential.

    – Neil Gershenfeld

  9. Did you know that disco record sales were up 400%

    for the year ending 1976? If these trends continue… A-y-y-y! – Disco Stu

  10. Ray Kurzweil

  11. None

  12. End Serial Silver Bulletism Unbundle Work on Robustness

  13. None
  14. None
  15. None
  16. None
  17. None

  18. Thanks. @atduskgreg