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Alan Turing's biggest AI assumption may have been wrong
A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper. Peter J. Denning argues that the most important parts of human intelligence, including common sense, intuition, culture, and practical know-how, can
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Quote of the day by Alan Turing: "A computer would deserve to be called intelligent if..."
Science News: Two people can watch the exact same machine respond to a question and reach completely different conclusions about what just happened. One assumes any.
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Multiway Turing Machines-Wolfram Physics Bulletins
Stephen Wolfram explores multiway Turing machines, finding some significant surprises. A look at ordinary vs. multiway, simple rules, visualization and multispace, causal graphs, causal invariance, finite tapes.
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Racy short story by Alan Turing offers glimpse of 'playful, funny, cheeky' side
Writing from year after gross indecency arrest challenges 'isolated mathematician' image, says Cambridge academic
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Technologies
Tech DNA
Python
SQL
AWS
LLM
ChatGPT
Gemini
AI/ML
Python
SQL
Fine-tuning
LLM
Reinforcement Learning
RLHF
SFT
ChatGPT
Copilot
Gemini
Computer Vision
NLP
NumPy
Pandas
Scikit-learn
Spark
Edge AI
Time Series Forecasting
pySpark
AWS
Databricks
Other
GDPR
Stack modernity
89/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
SQL
1 job
Optional
$180k
+28% vs market
Copilot
1 job
Required
$180k
+14% vs market
ChatGPT
1 job
Required
$180k
Median
Gemini
1 job
Required
$180k
+2% vs market
GDPR
1 job
Optional
$180k
-6% vs market
Python
1 job
Required
Fine-tuning
1 job
Required
RLHF
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
22%
AWS
17%
SQL
16%
LLM
14%
Copilot
6%
Spark
6%
Share of companies in the same industry that use each technology.
Stack changes
SQL
Sep 2026
Gemini
Sep 2026
GDPR
Sep 2026
Copilot
Sep 2026
ChatGPT
Sep 2026
SFT
Aug 2026
Time Series Forecasting
Aug 2026
Edge AI
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$180k
Typical range
$180k
Open positions
1
1
Jobs
Staff
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Staff | 1 | $180k | $180k |
Highest paying role
Technical Business Analyst
$180k
Normalized to USD per year
Growth
Hiring Momentum
54/100
Stable
Open positions
2
0 opened / 1 closed in 30 days
Median time-to-fill
60 days
faster than 26% of the market
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
50% ▲
AI/ML
25% ▼
Analytics
25% ▼
Activity Timeline
Added SFT to stack
Aug 2026
Added Time Series Forecasting to stack
Aug 2026
Added Edge AI to stack
Aug 2026
Jobs
Senior Python Engineer
2 months ago≈ $142k – $255k per year (Estimated) • In office • 3+ years exp • Miami
Python
Fine-tuning
LLM
Reinforcement Learning
RLHF
SFT
Apply
Technical Business Analyst
2 months ago$150k – $180k per year • In office • Full-Time • 8+ years exp • Bachelor's Degree • New York
SQL
ChatGPT
Copilot
Gemini
Cybersecurity
GDPR
Apply

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