How Deepseek Built the Perfect AI System
★
★
★
★
☆
4/5
Tuit catalog
Synthesis notes of video analyses, assessed and condensed, in French and English.
55,267 tuit
·
964 channels
·
42 domains
·
Last update: Nov 7, 2026
Agriculture & Food
171
AI — Models & Research
4556
AI — News & Applications
2202
AI & Society
1246
Archaeology
140
Arts & Architecture
1488
Astronomy & Cosmology
3714
Biology
2215
Chemistry
351
Climate & Ecology
1101
Computing & Cybersecurity
4450
Control & Robotics
390
Earth Sciences & Geography
306
Economics & Finance
3949
Education
793
Energy
1562
Engineering & Technology
3424
Foresight & Science Fiction
345
Geopolitics & Defence
592
History
781
Hobbies & Practical
438
Language & Linguistics
324
Law & Justice
594
Literature & Writing
972
Mathematics
2378
Media & Information
307
Medicine & Health
3221
Neuroscience
443
Paleontology
101
Personal Development
1194
Philosophy & Ethics
883
Physics
3613
Politics & Institutions
753
Psychology
665
Religion & Beliefs
258
Science — General & History
1880
Society & Culture
1198
Space Exploration
933
Sports
96
Transport & Mobility
195
Urban Planning & Mobility
102
Video Games
943
JMP
Abnormal psychology
24
VSC
Advice on careers and achieving success
136
TRP
Aerospace and aviation technology
911
PBF
Algebra
267
PBMW
Algebraic geometry
158
PBPD
Algebraic topology
79
UMB
Algorithms and data structures
84
KNBT
Alternative and renewable energy industries
136
THV
Alternative and renewable energy sources and technology
180
MKJD
Alzheimer’s, dementia, Parkinson’s disease and other neurodegenerative diseases
68
QDHA
Ancient Greek and Roman philosophy
52
NHC
Ancient history
36
JBFU
Animals and society
24
PBW
Applied mathematics
20
TTB
Applied optics
46
NKDS
Archaeological sites
34
NK
Archaeology
43
NKD
Archaeology by period
30
AM
Architecture
34
UYQD
Artificial general intelligence (AGI)
52
UYQ
Artificial intelligence (AI)
2201
LNQH
Artificial intelligence law and regulations
22
NHF
Asian history
20
VSPM
Assertiveness, motivation, self-esteem and positive mental attitude
477
TTDS
Astronautics
994
PGG
Astronomical observation: observatories, equipment and methods
116
PG
Astronomy, space and time
919
PHVB
Astrophysics
122
PHM
Atomic and molecular physics
75
MKJA
Autism Spectrum Disorder
20
TJFM
Automatic control engineering
71
TRC
Automotive technology and trades
29
TRPS
Aviation skills and piloting
22
KFFK
Banking
23
THYB
Battery technology
200
PBTB
Bayesian inference
32
PSB
Biochemistry
312
RNCB
Biodiversity
36
PSAD
Bioethics
40
DNBH
Biography: historical, political and military
84
DNBM
Biography: philosophy and social sciences
20
DNBR
Biography: royalty
26
DNBT
Biography: science, technology and medicine
83
DNBL
Biography: writers
40
PS
Biology, life sciences
30
MQW
Biomedical engineering
24
PHVN
Biophysics
29
TCB
Biotechnology
63
TNK
Building construction and materials
34
TNKE
Building physics and energy-efficient construction
20
KJ
Business and Management
54
KJJ
Business and the environment; sustainable approaches to business
43
KJG
Business ethics and social responsibility
21
KJD
Business innovation
41
KJC
Business strategy
49
PBKA
Calculus
44
PBK
Calculus and mathematical analysis
65
MJD
Cardiovascular medicine
36
JNR
Careers guidance
38
PSAN1
Cellular and molecular neuroscience
23
PSF
Cellular biology (cytology)
134
JPQB
Central
65
PN
Chemistry
28
MJCL2
Chemotherapy
26
JMC
Child, developmental and lifespan psychology
32
AMVD
City and town planning: architectural aspects
33
NHWR3
Civil wars
22
PHD
Classical mechanics
197
RNPG
Climate change
234
RBPC
Climatology and climate modelling
40
MBGR1
Clinical trials
25
UTC
Cloud computing
34
GPJ
Coding theory and cryptology
42
JMR
Cognition and cognitive psychology
141
PSAN5
Cognitive and behavioural neuroscience
247
GTK
Cognitive studies
40
NHTW
Cold wars and proxy conflicts
20
PBV
Combinatorics and graph theory
55
GTC
Communication studies
36
TJK
Communications engineering
42
DSM
Comparative literature
23
LNCH
Competition law
29
PBKD
Complex analysis, complex variables
60
PSAX
Computational biology
109
KNTV
Computer and video game industry
224
UYF
Computer architecture and logic design
125
URH
Computer fraud and hacking
291
UDX
Computer games
656
UGG
Computer games design
243
UK
Computer hardware
81
UYM
Computer modelling and simulation
23
UT
Computer networking and communications
26
UY
Computer science
71
UR
Computer security
767
URJ
Computer viruses, Trojans and worms
32
UYQV
Computer vision
121
PHFC
Condensed matter physics (liquid state and solid state physics)
139
RNKH
Conservation of wildlife and habitats
32
JBGX
Conspiracy theories
53
LNDX
Constitution
32
VFJB3
Coping with
20
KFFH
Corporate finance
29
JPZ
Corruption in politics, government and society
33
PGK
Cosmology and the universe
1050
CBV
Creative writing and creative writing guides
21
JKVF
Criminal investigation and detection
43
GPH
Data science and analysis
40
UN
Databases
20
GTS
Decolonisation of knowledge
50
KCM
Development economics and emerging economies
67
GTP
Development studies
43
PSC
Developmental biology
41
MBNH3
Dietetics and nutrition
28
PBMP
Differential and Riemannian geometry
42
PBKJ
Differential calculus and equations
95
UBJ
Digital and information technologies: social and ethical aspects
1240
UB
Digital and Information technology: general topics
62
UXA
Digital Humanities
50
UD
Digital Lifestyle and online world: consumer and user guides
24
KCVM
Digital or internet economics
63
WNA
Dinosaurs and the prehistoric world: general interest
72
JPSD
Diplomacy
38
JBFM
Disability: social aspects
27
JBCT5
Disinformation and misinformation
76
KJDD
Disruptive innovation
26
ATFR
Documentary films
23
RNFD
Drought and water supply
26
PHDT
Dynamics and statics
82
QDHC
East Asian and Indian philosophy
30
PSAF
Ecological science, the Biosphere
52
KCX
Economic and financial crises and disasters
40
KCA
Economic theory and philosophy
35
KC
Economics
22
JN
Education
28
JNDH
Education: examinations and assessment
31
JNK
Educational administration and organization
21
JNV
Educational equipment and technology, computer-aided learning (CAL)
77
JNC
Educational psychology
29
JNF
Educational strategies and policy
29
JPHF
Elections and referenda
50
TRV
Electric vehicles
75
THR
Electrical engineering
70
KNBL
Electrical power generation and distribution industries
279
PHK
Electricity, electromagnetism and magnetism
279
TJFD
Electronic devices and materials
255
TJFC
Electronics: circuits and components
189
PHDB
Elementary mechanics
37
VSPQ
Emotions and emotional intelligence
28
MJG
Endocrinology
24
PHDY
Energy
26
LNCR
Energy and natural resources law
39
THYC
Energy efficiency
69
KNB
Energy industries and utilities
224
RNFY
Energy resources
55
THY
Energy, power generation, distribution and storage
389
TGMB
Engineering thermodynamics
25
TBC
Engineering: general
22
TGMF
Engineering: Mechanics of fluids
23
TGMD
Engineering: Mechanics of solids
24
UFL
Enterprise software
57
KJH
Entrepreneurship
183
KCVG
Environmental economics
109
MBNH2
Environmental factors
51
RND
Environmental policy and protocols
205
RNA
Environmentalist thought and ideology
81
MBNS
Epidemiology and Medical statistics
127
SXE
eSports
25
QDTQ
Ethics and moral philosophy
52
PSVP
Ethology and animal behaviour
39
PBMH
Euclidean geometry
44
NHD
European history
27
PSAJ
Evolution
178
PSXE
Evolutionary anthropology
92
UYQE
Expert systems
27
JPFQ
Far-right political ideologies and movements
20
ATFG
Film guides and reviews
109
ATFA
Film history, theory or criticism
45
ATFN
Film: styles and genres
342
KFF
Finance and the finance industry
37
KFFF
Financial technology (fintech)
36
RNFF
Food security and supply
38
PBKF
Functional analysis and transforms
31
PGM
Galaxies and stars
345
UMK
Games development and programming
45
JBSF
Gender studies, gender groups
27
JBSF1
Gender studies: women and girls
103
MKZV
Gene therapy
41
GTZ
General studies and General knowledge
36
UYQF
Generative artificial intelligence
2538
TCBG
Genetic engineering
50
PSAK
Genetics (non-medical)
653
RBG
Geology, geomorphology and the lithosphere
28
PBM
Geometry
22
PHVG
Geophysics
41
JPSL
Geopolitics
324
THVG
Geothermal energy and power
37
PHDV
Gravity
34
KFFS
Green finance
59
PBG
Groups and group theory
105
MJF
Haematology
21
MBP
Health systems and services
39
JBFN
Health, illness or addiction: social aspects
24
VFMD
Health: Diets and nutrition
24
TNKH
Heating, lighting, ventilation
23
MJJ
Hepatology
40
JNM
Higher education, tertiary education
246
RBGF
Historical geology and palaeogeology
51
NHAH
Historiography
35
NH
History
41
AGA
History of art
40
UBB
History of Computing, digital and information technologies
51
TBX
History of engineering and technology
31
JBCC9
History of ideas
20
PBX
History of mathematics
42
NHQ
History of other geographical groupings and regions or specific cultures
27
PDX
History of science
163
KJZ
History of specific companies
37
NHK
History of the Americas
56
NHT
History: specific events and topics
28
JBFD
Housing and homelessness
22
PSX
Human biology
27
JPVH
Human rights, civil rights
43
THD
Hydrogen technologies
63
THVH
Hydropower
25
TTBM
Imaging systems and technology
26
MJCM
Immunology
101
PDR
Impact of science and technology on society
126
AMB
Individual architects and architectural firms
32
AGB
Individual artists, art monographs
35
ATFB
Individual film directors, film-makers
31
PDG
Industrial applications of scientific research and technological innovation
55
MJCJ
Infectious and contagious diseases
55
KNTX
Information technology industries
391
JWD
Information warfare
32
PSVA2
Insects (entomology)
22
GTV
Institutions and learned societies: general
34
PBKL
Integral calculus and equations
26
GT
Interdisciplinary studies
22
KCL
International economics
21
JPSN
International institutions
28
JPS
International relations
25
KCLT
International trade and commerce
55
ATN
Internet and digital media: arts and performance
52
UDB
Internet guides and online services
21
UBW
Internet: general works
41
JMHC
Interpersonal communication and skills
30
DNPB
Interviews
45
TBY
Inventions and inventors
20
KFFM
Investment and securities
146
KJMV3
IT and information systems management
41
VSCB
Job hunting
28
KCF
Labour
95
PHJL
Laser physics
50
TTBL
Laser technology and holography
22
PSA
Life sciences: general issues
22
ULJL
Linux
22
DSRC
Literary companions, book reviews and guides
35
DSBB
Literary studies: ancient, classical and medieval
23
DSK
Literary studies: fiction, novelists and prose writers
77
DSB
Literary studies: general
25
DSC
Literary studies: poetry and poets
50
DSA
Literary theory
30
UYQM
Machine learning
1192
KCB
Macroeconomics
23
KJMB
Management: leadership and motivation
70
PSPM
Marine biology
24
NHTM
Maritime history
34
TGM
Materials science
54
MKCM
Materno-foetal medicine
41
PHU
Mathematical
179
PBCD
Mathematical logic
114
PBWH
Mathematical modelling
54
UYA
Mathematical theory of computation
259
PB
Mathematics
172
MFKH3
Maturation and ageing
77
JBCT
Media studies
26
JBCT1
Media studies: internet, digital media and society
71
JBCT4
Media studies: journalism
90
MBPM
Medical administration and management
23
MBF
Medical and health informatics
67
MFN
Medical genetics
180
MKS
Medical imaging
21
MBGL
Medical laboratory testing and techniques
21
PHVD
Medical physics
20
MBGR
Medical research
60
MB
Medicine
24
RBPM
Meteorology
38
PSG
Microbiology (non-medical)
66
JBFH
Migration, immigration and emigration
34
JWK
Military and defence strategy
47
NHWR9
Military history: post-WW2 conflicts
20
VSPD
Mindfulness
21
TTU
Mining technology and engineering
22
UMS
Mobile and handheld device programming
24
TJKT1
Mobile phone technology
24
UDT
Mobile phones and smartphones: consumer
55
PSD
Molecular biology
185
KCBM
Monetary economics
81
JNAM
Moral and social purpose of education
24
GLZ
Museology and heritage studies
54
TBN
Nanotechnology
34
UYX
Natural computing
906
RNR
Natural disasters
27
UYQL
Natural language and machine translation
157
WN
Nature and the natural world: general interest
47
UTN
Network security
63
UTP
Networking standards and protocols
27
UYQN
Neural networks and fuzzy systems
458
MKJ
Neurology and clinical neurophysiology
58
PSAN
Neurosciences
125
KNTP2
News media and journalism
24
PNRL
Nuclear chemistry, photochemistry and radiation
27
RNQ
Nuclear issues
31
MKR
Nuclear medicine
66
PHN
Nuclear physics
114
THK
Nuclear power and engineering
218
PBH
Number theory
191
PBKS
Numerical analysis
41
MQC
Nursing
24
MQCA
Nursing fundamentals and skills
39
RBKC
Oceanography (seas and oceans)
59
MJCL
Oncology
132
KJSG
Online marketing
32
MJQ
Ophthalmology
21
PHJ
Optical physics
178
PBU
Optimization
33
TTMW
Ordnance, weapons technology
22
PNN
Organic chemistry
67
RBX
Palaeontology
101
MKB
Palliative medicine
37
UYFP
Parallel processing
27
PHP
Particle and high-energy physics
144
GTU
Peace studies and conflict resolution
42
MBNH
Personal and public health
23
UKP
Personal computers
25
VSB
Personal finance
56
UDA
Personal organization software and apps
21
KJMV2
Personnel and human resources management
40
KNBP
Petroleum, oil and gas industries
96
MKG
Pharmacology
74
QD
Philosophy
47
JNA
Philosophy and theory of education
41
PBB
Philosophy of mathematics
33
QDTM
Philosophy of mind
85
PDA
Philosophy of science
155
QDTK
Philosophy: epistemology and theory of knowledge
128
QDTL
Philosophy: logic
47
QDTJ
Philosophy: metaphysics and ontology
42
PNR
Physical chemistry
71
PH
Physics
199
PHDF
Physics: Fluid mechanics
55
JMM
Physiological psychology, neuropsychology, biopsychology
26
MFG
Physiology
53
PSTB
Plant biology
32
PHFP
Plasma physics
34
JPW
Political activism
22
KCP
Political economy
129
WHB
Political humour
22
JPHL
Political leaders and leadership
45
JPL
Political parties and party platforms
21
JPA
Political science and theory
32
JPH
Political structure and processes
26
JPHV
Political structures
47
JP
Politics and government
67
RNP
Pollution and threats to the environment
43
PDZM
Popular and recreational mathematics
116
WNX
Popular astronomy and space
811
VFD
Popular medicine and health
25
QDX
Popular philosophy
21
QDXB
Popular philosophy: Meaning of life
30
VSP
Popular psychology
270
PDZ
Popular science
454
JBFC
Poverty and precarity
21
JPWG
Pressure groups, protest movements and non-violent action
36
URD
Privacy and data protection
39
PBT
Probability and statistics
259
TDCX
Process engineering technology and techniques
21
TGP
Production and industrial engineering
45
UMX
Programming and scripting languages: general
117
UMA
Programming techniques
38
JMAF
Psychoanalytical and Freudian psychology
23
JMA
Psychological theory, systems, schools and viewpoints
26
JM
Psychology
72
JMQ
Psychology: emotions
29
JMT
Psychology: states of consciousness
39
JMS
Psychology: the self, ego, identity, personality
29
MKGW
Psychopharmacology
39
JPP
Public administration
41
KFFD
Public finance and taxation
49
MBN
Public health and preventive medicine
79
GPSD
Quantitative research methods
20
PHQ
Quantum physics (quantum mechanics and quantum field theory)
1005
JBFA1
Racism and racial discrimination
32
PBKB
Real analysis, real variables
42
MFGG
Regional physiology
25
PHR
Relativity physics
344
QRAM2
Religion and politics
23
QRAM3
Religion and science
27
DNP
Reportage, journalism or collected columns
75
GPS
Research methods
103
RNKH2
Restoration ecology
21
NHTV
Revolutions, uprisings, rebellions
24
TJFM1
Robotics
319
KJS
Sales and marketing
49
KJMV7
Sales and marketing management
46
UFLS
SAP (Systems, applications and products in databases)
24
FLU
Science fiction: aliens
77
FLW
Science fiction: space exploration
200
FLS
Science fiction: space opera
35
PDK
Science funding and policy
70
PD
Science: general issues
64
PDM
Scientific research
63
WNCS1
Sea life and the seashore: general interest
25
NHWR7
Second World War
61
VS
Self-help, personal development and practical advice
32
CFG
Semantics, discourse analysis, stylistics
33
GTD
Semiotics
65
PSAN4
Sensory and motor systems
23
PBCH
Set theory
20
TJKH
Signal processing
35
NHTS
Slavery, enslaved persons and abolition of slavery
28
JHMC
Social and cultural anthropology
22
NHTB
Social and cultural history
78
JBF
Social and ethical issues
36
QDTS
Social and political philosophy
85
JBFX
Social attitudes
22
JBFZ
Social forecasting, future studies
45
RNT
Social impact of environmental issues
50
JMH
Social, group or collective psychology
81
CFB
Sociolinguistics
38
VSS
Soft skills and dealing with other people
24
UMZ
Software Engineering
90
UMZT
Software testing and verification
32
THVS
Solar power
219
PGS
Solar system: the Sun and planets
338
TTDX
Space exploration
547
TTD
Space science
278
CBP
Speaking in public: advice and guides
26
DNS
Speeches
45
PHS
Statistical physics
77
PBWL
Stochastics
52
RNU
Sustainability
63
TVF
Sustainable agriculture
25
JNU
Teaching of a specific subject
30
TB
Technology: general issues
20
ATJ
Television
41
ATJS
Television: styles and genres
20
ATD
Theatre studies
26
PGC
Theoretical and mathematical astronomy
76
AMA
Theory of architecture
26
ABA
Theory of art
55
AVA
Theory of music and musicology
24
PHH
Thermodynamics and heat
35
PGZ
Time (chronology), time systems and standards
47
PBP
Topology
41
RPT
Transport planning and policy
22
RPC
Urban and municipal planning and policy
70
UYZG
User interface design and usability
21
MBNK
Vaccination
31
RBC
Volcanology and seismology
38
RNH
Waste management
21
PHDS
Wave mechanics (vibration and acoustics)
43
UGB
Web graphics and design
24
UMW
Web programming
83
JKSB
Welfare and benefit systems
21
WNCF
Wildlife: mammals: general interest
29
THVW
Wind power
32
CBW
Writing and editing guides
28
PSV
Zoology and animal sciences
22
GTA 6 : 11 Questions encore SANS RÉPONSE (DLC, Code de Triche, Braquages, ...)
GTA 6: 11 Unanswered Questions (DLC, Cheat Codes, Heists, ...)
★
★
★
★
☆
4/5
GODZILLA MINUS ONE, c'était vraiment si bien que ça ?!
GODZILLA MINUS ONE, was it really that good?!
★
★
★
★
☆
4/5
FINAL FANTASY RESONANCE TEST 🌟 Un RETOUR ÉTINCELANT !!!
FINAL FANTASY RESONANCE TEST 🌟 A SPARKLING COMEBACK!!!
★
★
★
★
☆
4/5
Experta en Cerebro: La señal nº 1 de que la IA DEBILITA tu MENTE | Dra. Emilia Redolar
Brain Expert: The TRUTH About How AI Shrinks Your Brain | Dr. Emilia Redolar
★
★
★
★
☆
4/5
Étudier la Terre en auscultant sa rotation | ENS-PSL
Studying the Earth by Auscultating its Rotation | ENS-PSL
★
★
★
★
★
5/5
Batterien brechen JETZT die Macht der Gaskraftwerke - Leonhard Gandhi
Batteries are BREAKING the power of gas plants NOW - Leonhard Gandhi
★
★
★
★
☆
4/5
Apple Store Just Did What No Store Would Dare
★
★
★
★
☆
4/5
【116回向けに改訂】頻出の必修問題の聞き流し動画
【Revised for the 116th】Listening video of frequently appearing required questions
★
★
★
★
☆
4/5
XBOX : LA CHUTE CONTINUE ☹️ Naufrage de Gears of War, chiffres inquiétants... jusqu'où ?
XBOX: THE FALL CONTINUES ☹️ Gears of War sinks, worrying figures... how far will it go?
★
★
★
★
☆
4/5
What We Should Have Left Alone | The Deep
★
★
★
★
☆
4/5
We're All Connected. Re-imagining the Galaxy.
★
★
★
★
★
5/5
The Nanotechnological Zombie Apocalypse Great Filter
★
★
★
☆
☆
3/5
The BRRY analysis of the INW generator is optimal
★
★
★
★
☆
4/5
TAXE INTERNET 😡 COUP DE GUEULE : Ces DÉPUTÉS votent une TAXE sur la consommation d'INTERNET !!!
INTERNET TAX 😡 RANT: These DEPUTIES just voted for a TAX on INTERNET usage!!!
★
★
★
☆
☆
3/5
Pseudorandom bits for low degree modular polynomials
★
★
★
★
★
5/5
Pourquoi la vitesse de la lumière reste-t-elle la même pour tout le monde ?
Why does the speed of light remain the same for everyone?
★
★
★
★
☆
4/5
