AB_2174466
DOI: 10.1016/j.isci.2026.115716
Resource: (Cell Signaling Technology Cat# 2541, RRID:AB_2174466)
Curator: @scibot
SciCrunch record: RRID:AB_2174466
AB_2174466
DOI: 10.1016/j.isci.2026.115716
Resource: (Cell Signaling Technology Cat# 2541, RRID:AB_2174466)
Curator: @scibot
SciCrunch record: RRID:AB_2174466
AB_2160882
DOI: 10.1016/j.isci.2026.115716
Resource: (Cell Signaling Technology Cat# 3528, RRID:AB_2160882)
Curator: @scibot
SciCrunch record: RRID:AB_2160882
AB_477629
DOI: 10.1016/j.isci.2026.115716
Resource: (Sigma-Aldrich Cat# V9131, RRID:AB_477629)
Curator: @scibot
SciCrunch record: RRID:AB_477629
AB_2291558
DOI: 10.1016/j.isci.2026.115716
Resource: RRID:AB_2291558
Curator: @scibot
SciCrunch record: RRID:AB_2291558
AB_2128060
DOI: 10.1016/j.isci.2026.115716
Resource: (BD Biosciences Cat# 610467, RRID:AB_2128060)
Curator: @scibot
SciCrunch record: RRID:AB_2128060
AB_10891442
DOI: 10.1016/j.isci.2026.115716
Resource: (Cell Signaling Technology Cat# 8556, RRID:AB_10891442)
Curator: @scibot
SciCrunch record: RRID:AB_10891442
RRID:AB_2307391
DOI: 10.1016/j.isci.2026.115716
Resource: (Jackson ImmunoResearch Labs Cat# 111-035-144, RRID:AB_2307391)
Curator: @scibot
SciCrunch record: RRID:AB_2307391
AB_10694415
DOI: 10.1016/j.isci.2026.115716
Resource: (Cell Signaling Technology Cat# 4848, RRID:AB_10694415)
Curator: @scibot
SciCrunch record: RRID:AB_10694415
RRID:AB_2338505
DOI: 10.1016/j.isci.2026.115716
Resource: (Jackson ImmunoResearch Labs Cat# 115-035-068, RRID:AB_2338505)
Curator: @scibot
SciCrunch record: RRID:AB_2338505
AB_3698765
DOI: 10.1016/j.isci.2026.115716
Resource: RRID:AB_3698765
Curator: @scibot
SciCrunch record: RRID:AB_3698765
AB_476749
DOI: 10.1016/j.isci.2026.115716
Resource: (Sigma-Aldrich Cat# A5979, RRID:AB_476749)
Curator: @scibot
SciCrunch record: RRID:AB_476749
RRID:AB_162543
DOI: 10.1016/j.celrep.2026.117557
Resource: (Thermo Fisher Scientific Cat# A-31572, RRID:AB_162543)
Curator: @scibot
SciCrunch record: RRID:AB_162543
RRID:AB_2314332
DOI: 10.1016/j.celrep.2026.117557
Resource: (Molecular Probes Cat# A-11097, RRID:AB_2314332)
Curator: @scibot
SciCrunch record: RRID:AB_2314332
RRID:AB_2535804
DOI: 10.1016/j.celrep.2026.117557
Resource: (Thermo Fisher Scientific Cat# A-21235, RRID:AB_2535804)
Curator: @scibot
SciCrunch record: RRID:AB_2535804
RRID:AB_627770
DOI: 10.1016/j.celrep.2026.117557
Resource: (Santa Cruz Biotechnology Cat# sc-5261, RRID:AB_627770)
Curator: @scibot
SciCrunch record: RRID:AB_627770
RRID:AB_143160
DOI: 10.1016/j.celrep.2026.117557
Resource: (Molecular Probes Cat# A-11017, RRID:AB_143160)
Curator: @scibot
SciCrunch record: RRID:AB_143160
RRID:AB_2133977
DOI: 10.1016/j.celrep.2026.117557
Resource: (Proteintech Cat# 10077-1-AP, RRID:AB_2133977)
Curator: @scibot
SciCrunch record: RRID:AB_2133977
RRID:AB_390913
DOI: 10.1016/j.celrep.2026.117557
Resource: (Roche Cat# 11814460001, RRID:AB_390913)
Curator: @scibot
SciCrunch record: RRID:AB_390913
RRID:AB_2042832
DOI: 10.1016/j.celrep.2026.117557
Resource: (Abcam Cat# ab79352, RRID:AB_2042832)
Curator: @scibot
SciCrunch record: RRID:AB_2042832
RRID:AB_2200601
DOI: 10.1016/j.celrep.2026.117557
Resource: RRID:AB_2200601
Curator: @scibot
SciCrunch record: RRID:AB_2200601
RRID:AB_2200715
DOI: 10.1016/j.celrep.2026.117557
Resource: (Santa Cruz Biotechnology Cat# sc-56703, RRID:AB_2200715)
Curator: @scibot
SciCrunch record: RRID:AB_2200715
AB_777726
DOI: 10.1016/j.celrep.2026.117508
Resource: (Abcam Cat# ab26721, RRID:AB_777726)
Curator: @scibot
SciCrunch record: RRID:AB_777726
RRID:AB_2756439
DOI: 10.1016/j.celrep.2026.117508
Resource: (ABclonal Cat# A2363, RRID:AB_2756439)
Curator: @scibot
SciCrunch record: RRID:AB_2756439
RRID:AB_2861387
DOI: 10.1016/j.celrep.2026.117508
Resource: (Millipore Cat# MABE1095, RRID:AB_2861387)
Curator: @scibot
SciCrunch record: RRID:AB_2861387
RRID:AB_2769867
DOI: 10.1016/j.celrep.2026.117508
Resource: (ABclonal Cat# AE028, RRID:AB_2769867)
Curator: @scibot
SciCrunch record: RRID:AB_2769867
RRID:AB_2631278
DOI: 10.1016/j.celrep.2026.117508
Resource: (ABclonal Cat# A2357, RRID:AB_2631278)
Curator: @scibot
SciCrunch record: RRID:AB_2631278
AB_2770403
DOI: 10.1016/j.celrep.2026.117508
Resource: (ABclonal Cat# AE001, RRID:AB_2770403)
Curator: @scibot
SciCrunch record: RRID:AB_2770403
RRID:AB_2922385
DOI: 10.1016/j.celrep.2026.117508
Resource: (Transgen Biotech Cat# HT801, RRID:AB_2922385)
Curator: @scibot
SciCrunch record: RRID:AB_2922385
RRID:AB_2832251
DOI: 10.1016/j.celrep.2026.117508
Resource: (Transgen Biotech Cat# HT101-01, RRID:AB_2832251)
Curator: @scibot
SciCrunch record: RRID:AB_2832251
RRID:CVCL_0063
DOI: 10.1016/j.canlet.2026.218654
Resource: (RRID:CVCL_0063)
Curator: @scibot
SciCrunch record: RRID:CVCL_0063
/💻/asus/🧊/me/📓/2026/6/1/4
https://bafybeieiiw7e233o2zhizww4eqvzvxzedceefpcvoix34aenywf77yxg7a.ipfs.dweb.link?filename=MIH%C3%81LY%20BABITS%EF%BC%9A%20FROM%20THE%20BOOK%20OF%20DISSATISFACTION%20%E2%80%A2%20Posthumous%20writing%20by%20Ern%C5%91%20Osv%C3%A1t%20%EF%BD%9C%20West%201908-1941%20%EF%BD%9C%20Handbook%20(14_06_2026%2009%EF%BC%9A47%EF%BC%9A39).html
DISSATISFACTION
discontent
ng the Pui/Ley detention or assault as proven fact.
can be certern the luring occurred by whatsapp string with mr. Nick, He knows the beating and kidnapping occurred
USD 12,100 outstanding; parties Gary, Pui, Ley
Just you are clear, the client holds these funds against balance of contract. Client was advised to come to supplier, purchase directly but refused. nothing Gary could do to proceed. It was later alleged the client did do some work with a tile person and funds may have advanced to that person, speculation only
9 Apr 2026
April 7 is kidnapping day
Here our client is the injured party. The objective is criminal justice: lodge and advance a criminal complaint against those responsible for unlawful coercion, threats, and (if corroborated) unlawful detention and battery.
MS Pui and her husband(do not know his name), Mr. Ley (pui's brother), one other unknown person and mr. Nick, the person whom lure me in
9 April 2026
kidnapping occurred April 7 with meeting meeting at village office 10,,,,Ms Pui never showed on time, I left 10:30 ish
Polymorphism in the catalytic subunit of the PI3Kγ gene is associated with Trypanosoma cruzi-induced chronic chagasic cardiomyopathy
PMID: 33301989
A PIK3CG variant in the catalytic domain is a risk factor for some infection-induced heart issue?
Cytotoxic T lymphocyte‐associated antigen‐4 (CTLA-4) gene polymorphisms in a cohort of Egyptian patients with immune thrombocytopenia (ITP)
PMID:38485815
Gene:CTLA4
HGNC:2505
The clinical characteristics of patients with ITP
Case#: 88 ITP patients
DiseaseAssertion: Immune thrombocytopenia
FamilyInfo: N/A
CasePresentingHPOs: N/A
CaseHPOFreeText: N/A
CaseNotHPOs: N/A
CaseNotHPOFreeText: N/A
CasePreviousTesting: Real-Time PCR with sequence-specific primers was used to assess the CTLA-4 genotype
GenotypingMethod: Real-Time PCR with sequence-specific primers was used to assess the CTLA-4 genotype.
PreviouslyPublished: No
Variant: NM_005214.5:c.49A>G
ClinVar: 16921
CAID: CA126974
gnomAD: 0.6450 https://gnomad.broadinstitute.org/variant/2-203867991-A-G?dataset=gnomad_r4
Variant: NC_000002.12:g.203874196G>A
ClinVar: 16922
CAID: CA11297605
gnomAD: 0.6078 https://gnomad.broadinstitute.org/variant/2-203874196-G-A?dataset=gnomad_r3
Phenotypic and Immunological Characterization of Patients with Activated PI3Kδ Syndrome 1 Presenting with Autoimmunity
PMID:38634985
Gene:PIK3CD
HGNC:8977
Patient Characteristics
[[AD_VCEP_Annotation_Protocol_Updated.pdf]]
Case#: 42 Chinese APDS1 patients (27 males and 15 females)
DiseaseAssertion: activated PI3Kδ syndrome 1(APDS1)
FamilyInfo: 42 patients from 41 different families in China (P3 and P11 were from one family)
CasePresentingHPOs: HP:0002205(Recurrent respiratory infections) HP:0002110(Bronchiectasis) HP:00027168(Lymphadenopathy) HP:0001744(Splenomegaly) HP:0002240(Hepatomegaly) HP:0002960(Autoimmunity) HP:0003496(Increased circulating IgM level) HP:0004315(Decreased circulating IgG level) HP:0003237(Increased circulating IgG level) HP:0003212(Increased circulating IgE level) HP:0002720(Decreased circulating IgA level) HP:0040218(Reduced natural killer cell count) HP:0005403(T lymphocytopenia) HP:0005407(Decreased proportion of CD4-positive helper T cells)
CaseHPOFreeText: Table 1 contains information of 42 patients. Immunological phenotype of cohort is summarized in Table 2.
CaseNotHPOs: N/A
CaseNotHPOFreeText: N/A
CasePreviousTesting: Whole-exome sequencing
GenotypingMethod: Whole-exome sequencing
PreviouslyPublished: No
Variant: NM_005026.5:c.3061G>A p.E1021K
ClinVar: 88675
CAID: CA577192
gnomAD: 8.475e-7 https://gnomad.broadinstitute.org/variant/1-9726972-G-A?dataset=gnomad_r4
Variant: NM_005026.5(PIK3CD):c.3074A>G p.Glu1025Gly
ClinVar: 422410
CAID: CA16617216
gnomAD: Variant is not present in gnomAD data
Variant: NM_005026.5(PIK3CD):c.1574A>G (p.Glu525Gly)
ClinVar: 582515
CAID: CA338303813
gnomAD: Variant is not present in gnomAD data
Variant: NM_005026.5(PIK3CD):c.1570T>A p.Tyr524Asn
ClinVar: Not present in ClinVar
CAID: CA338303802
gnomAD: Variant is not present in gnomAD data
Immune pathway upregulation and lower genomic instability distinguish EBV-positive nodal T/NK-cell lymphoma from ENKTL and PTCL-NOS
PMID: 35021606
Gene: PIK3CD
HGNC: 8977
Note: This paper records a cohort in which 33% of PTCL-EBV tumors (3/9 tested, Table S12) had mutations in PIK3CD (specific mutations not reported).
Paediatric MAS/HLH caused by a novel monoallelic activating mutation in p110δ
PMID: 32681977
Gene: PIK3CD
HGNC: 8977
index patient
Case#: Lougaris_2020_case, male, 12 yo (onset), origin in romania
DiseaseAssertion: APDS
FamilyInfo: non-consanguinous
CasePresentingHPOs: rash HP:0000988 pruritus HP:0000989 arthritis HP:0001369 splenomegaly HP:0001744 fever HP:0001945 lymphoma HP:0002665 arthralgias HP:0002829 increased ferritin HP:0003281 hepatitis HP:0012115 desquamation HP:0040189 malaise HP:0033834 increaased effector memory CD4 T cells HP:0025625
CaseHPOFreeText: increased AST, lymphadenomegaly, presence of rare hemophagocytes in bone marrow, elevated effector memory CD8 T cells, impaired peripheral B cell distribution, increased glucose metabolism in lymph nodes and spleen, increased IgG-positive plasma cells in the germinal centre and in the interfollicular area
CaseNotHPOs: EBV HP:0031693 Cytomegalovirus (CMV) HP:0031692 Abnormal NK count HP:0040089
CaseNotHPOFreeText: Herpes virus type I and II, Human herpes virus 8 (HHV8)
CasePreviousTesting:
GenotypingMethod: NGS
PreviouslyPublished: NR
Variant: c.323G > T: p.R108L
ClinVarID: 636973
CAID:
gnomAD: 0.00002823 Admixed American (1/35426)
SupplementalData:
Note: rash followed by desquamation - possible eczma?
Functional in vitro testing confirmed the activating effect of this mutation in terms of S6 phosphorylation levels in patients T cells
Experimental Assay
Activated Phosphoinositide 3-Kinase Delta Syndrome 1: Clinical and Immunological Data from an Italian Cohort of Patients
PMID: 33080915
Gene: PIK3CD
HGNC: 8977
Clinical and genetic analysis for activated PI3K-δ syndrome by PIK3CD gene mutation
PMID: 27596086
Gene: PIK3CD
HGNC: 8977
Case 1
Case#: Hui_2016, female, 2 yo (presentation), origin NR
DiseaseAssertion: APDS
FamilyInfo: variants verified in patient's parents, found to be de novo. It is unclear if case 2 and case 4 are related or unrelated.
CasePresentingHPOs: recurrent respiratory infections, enlargement of lymph node, hepatosplenomegaly, decreased number of native CD4 + T cells, inverted CD4 + /CD8 + T cell ratio and increased IgM, decreased IgA, decreased IgG,
HP:0002205, HP:0002716, HP:0001433, HP:0002720, HP:0032218, HP:0033222, HP:0002720, HP:0003496
CaseHPOFreeText: cytomegalovirus (CMV) or Epstein-Barr virus (EBV) viremia
CaseNotHPOs: NR
CaseNotHPOFreeText: NR
CasePreviousTesting: NR
GenotypingMethod: WGS
PreviouslyPublished: NR
Variant: HOMOZYGOUS 3061G>A (E1021K)
ClinVarID: 88675
CAID: N/A
gnomAD: not found in v2.1.1
SupplementalData: unknown
Note: Full access to article denied. Info in annotation gathered from abstract. Also, please be advised the curator translated the article from Chinese to English, and mistranslations are possible.
Auto-immune disorders in a child with PIK3CD variant and 22q13 deletion
PMID: 29673649
Gene: PIK3CD
HGNC: 8977
female patient
Case#: case_Kiyota_2018, female,1 yo (onset), Japanese ancestry reported
DiseaseAssertion: APDS + 22q13 deletion syndrome
FamilyInfo: de novo
CasePresentingHPOs: (HP:0001973, HP:0000969, HP:0011134, HP:0000123, HP:0000093, HP:0003073, HP:0004431, HP:0003493, HP:0020151, HP:0033604, HP:0001263, HP:0001290, HP:0000729, HP:0002463, HP:0001249, HP:0007021, HP:0012433
ITP systemic edema mild fever lupus nephritis proteinuria hypoalbuminemia decreased complement levels antinuclear antibody double strand DNA antibody wire-loop lesions in glomeruli delayed psychmotor development hypotonia autistic features language delay intellectual disability reduced sensitivity to pain poor social functioning
CaseHPOFreeText: positive staining for IgG, IgA, IgM, C3 and C1q and electron-dense deposits observed through renal biopsy, along with wire-loop lesions
CaseNotHPOs: (HP:0030882, 0010783, HP:0030880) coronary aneurysm butterfly erythema Raynaud's phenomenon
CaseNotHPOFreeText: dysmorphic features
CasePreviousTesting: G-band karyotyping + whole genome SNP microarray revealed 22q13 deletion syndrome
GenotypingMethod: WES
PreviouslyPublished:
Variant: NM_005026.3:c.1534C > T; p.(Arg512Trp)
ClinVarID: 1347382
CAID: CA577258
gnomAD: v2.1.1 Grpmax 0.00007392 (4/18252 alleles) East Asian population
SupplementalData:
Activating PIK3CD mutations impair human cytotoxic lymphocyte differentiation and function and EBV immunity
PMID: 29800648
Gene: PIK3CD
HGNC: 8977
c.371G>A,p.G124D
Case#: 1_Edwards_2019, F, 40 yo (report), white ethnicity reported
DiseaseAssertion: APDS
FamilyInfo: NR
CasePresentingHPOs: EBV + (HP:0430064)
CaseHPOFreeText: NR
CaseNotHPOs: CMV, Lymphoma
CaseNotHPOFreeText: NR
CasePreviousTesting: NR
GenotypingMethod: NR
PreviouslyPublished: Yes PMID: 28414062
Variant: PIK3CD c.371G>A, p.G124D
ClinVarID: 2733822
CAID: CA338300460
gnomAD: not found
SupplementalData:
c.1573G>Ap.E525K
Case#: 3_Edwards_2019, F, 60 yo (report), white ethnicity reported
DiseaseAssertion: APDS
FamilyInfo: NR
CasePresentingHPOs: EBV +, diffuse large B-cell lymphoma (HP:0430064, HP:0002665)
CaseHPOFreeText: NR
CaseNotHPOs: CMV, Lymphoma (HP:0430087)
CaseNotHPOFreeText: NR
CasePreviousTesting: NR
GenotypingMethod: NR
PreviouslyPublished: No
Variant: PIK3CD c.1573G>A p.E525K
ClinVarID: 132807
CAID: n/a
gnomAD: not found
SupplementalData:
c.1002C>A,p.N334K
Case#: 2_Edwards_2019, F, 12 yo (report), African American ethnicity reported
DiseaseAssertion: APDS
FamilyInfo: NR
CasePresentingHPOs: EBV + (HP:0430064)
CaseHPOFreeText: NR
CaseNotHPOs: CMV, Lymphoma (HP:0430087, HP:0002665)
CaseNotHPOFreeText: NR
CasePreviousTesting: NR
GenotypingMethod: NR
PreviouslyPublished: Yes PMID: 24165795
Variant: PIK3CD c.1002C>A, p.N334K
ClinVarID: 132806
CAID: CA156204
gnomAD: not found
SupplementalData:
125F668823802361389153289>300018,40050231Eosinophils 17%, fungal scrapes—positive
Case#: 12, M, 5 y.o., Ethnicity: Indian.
CasePresentingHPOs: HP:0001945 (Fever), HP:0001824 (Weight loss), HP:0002716 (Lymphadenopathy/FHL), HP:0003212 (Increased circulating IgE level), HP:0002716 (Lymphadenopathy), HP:0009098 (Chronic oral candidiasis), HP:0002841 (Recurrent fungal infections), HP:0032326 (Methicillin-resistant Staphylococcus aureus infection), HP:0020271 (Increased lymph-node eosinophils), HP:0100827 (Lymphocytosis), HP:0003237 (Increased circulating IgG level), HP:0002090 (Pneumonia)
CaseHPOFreeText: Eosinophils 17%, fungal scrapes—positive. Methicillin-resistant Staphylococcus aureus pneumonia, oral candidiasis/Hyper IgE.
Suspected recurring pneumonia.
CaseNotHPOs: N/A.
CaseNotHPOFreeText: N/A.
CasePreviousTesting: N/A.
CaseMethod1: N/A.
CaseMethod2: N/A.
CaseGenotypingMethod: Sanger sequencing and NGS targeting a customized panel of genes.
Variant: NM_005026.5:c.2296G>A.
ClinVar: 846790.
CAID: CA577485.
gnomAD: 0.00001611. https://gnomad.broadinstitute.org/variant/1-9722305-G-A?dataset=gnomad_r4.
VariantEvidence: N/A.
CaseAddInfo: N/A.
CasePMIDs: N/A.
Primary Immunodeficiencies in India: Molecular Diagnosis and the Role of Next-Generation Sequencing
Case#: 11, M, Age of onset: <1 year. Ethnicity: Indian.
CasePresentingHPOs: HP:0002028 (Chronic diarrhea), HP:0004432 (Agammaglobulinemia), ORPHA:1572 (Common variable immunodeficiency), HP:0040218 (Reduced natural killer cell count), HP:0004315 (Decreased circulating IgG concentration), HP:0002720 (Decreased circulating IgA concentration), HP:0002850 (Decreased circulating total IgM)
CaseHPOFreeText: Proband has normal ferritin levels. Proband has abnormally low B cells (66), low IgG, IgA, IgM levels. Proband has abnormally low natural killer (NK) cell count.
CaseNotHPOs: N/A.
CaseNotHPOFreeText: N/A.
CasePreviousTesting: N/A.
CaseMethod1: N/A.
CaseMethod2: N/A.
CaseGenotypingMethod: Sanger sequencing and NGS targeting a customized panel of genes.
Variant: NM_005026.5:c.1394C>T.
ClinVar: 709503.
CAID: CA577186.
gnomAD: Frequency: 0.0004085. Link: https://gnomad.broadinstitute.org/variant/1-9720166-C-T?dataset=gnomad_r4.
VariantEvidence: N/A.
CaseAddInfo: N/A.
CasePMIDs: N/A.
The groot field automation (n8n) allows an existing field to be silently overwritten.
wow that's right we shouldn't allow that only send a slack message about the diff https://n8n-wfs-prod.tomorrow.io/workflow/VdmdIGc0PDft89vi
LIVE: Joe Van Cleave at Typewriter Muse
Attended in person 2026-06-13 at Typewriter Muse in Riverside, CA
and rendered language-first
remove.
What comes to mind? Sights, sounds, and scents?
I would imagine that these things would vary from person to person. I find that when posed with a possible outing with friends, I go through what we might do throughout the event. This planning creates expectations in my mind the, in the past, I have had to overcome disappointment at expectations not being met. These are considered negative interpersonal communications, from my perspective.
From planning to problem solving, internal conflict resolution, and evaluations and judgments of self and others, we communicate with ourselves through intrapersonal communication.
As a person with, what I believe, is a strong sense of self, I struggle occasionally when I experience anxiety related to external conflict and problem solving. This interpersonal communication going on in my head, and I'm sure others, can sometimes fight each other for dominance.
Note: SE requires Microsoft .NET Framework Version 4.8
SE used .NET 4.8 but is cross platform e.g. available mac.
apparent hallucinations
大多数人可能认为AI的'幻觉'主要是在创意生成或虚构内容中出现的问题。但作者使用'apparent'一词暗示,这些错误可能并非明显的虚构,而是以看似可信的方式出现,这挑战了人们对AI错误类型的认知,表明AI错误可能更加隐蔽且难以识别,即使在专业领域也是如此。
KPMG pulls report on AI usage due to apparent hallucinations
主流观点认为大型专业咨询公司如KPMG应该有严格的事实核查流程,能够确保发布报告的准确性。然而,这个标题暗示即使是顶级专业机构也可能被AI的'幻觉'误导,这挑战了人们对专业机构质量控制能力的信任,表明AI错误可能比我们想象的更普遍且更具欺骗性。
Once again, AI proves to be an unreliable source of information about AI.
大多数人认为随着AI技术的发展,它应该越来越可靠,尤其是在分析自身领域的数据时。但作者通过KPMG撤回报告的案例,提出了一个反直觉的观点:即使是专业的AI系统也可能在分析AI相关数据时产生严重错误,这暗示了AI自我评估的不可靠性,挑战了人们对AI技术自我完善能力的普遍认知。
Amazon CEO Andy Jassy may have been the source of security concerns that led Anthropic to cut off worldwide access to two models on Friday.
大多数人认为大型科技公司CEO通常推动技术开放和广泛访问,但这里暗示亚马逊CEO Jassy可能对Anthropic的AI模型提出了安全担忧,导致这些模型被限制访问。这挑战了科技领袖总是倡导技术开放的常规认知,表明即使是科技巨头的高管也可能采取保守立场。
Mayoli
stolen pictures
dans un nœud
Quel noeud
entrées à réclamer à l’utilisateur
pas "utilisateur". Dire au cas par cas
Les deux audits sont
Quels deux audit ?
I’m not a religious person, but I do believe in ghosts. Not the ghosts of the dead, but the ghosts of the living. The ghosts of people who, because of a trauma, have lost their sense of themselves. Who feel, in some fundamental and inescapable way, that they are not real.
This is a very powerful statement since it goes deep into how human emotions work. We almost become ghosts after suffering trauma. We lose a part of us that keeps us alive. We slowly rebuild and feel alive again but it's almost like walking ghosts when you lose a loved one or go through a traumatic experience.
suffocation on our craft.
You can feel the writers emotions through this. It feels almost sad that the advent of AI is slowly disrupting and taking away originality from the craft. It feels like a slow death of something that is supposed to have a lot of soul and emotion.
I had never read such an accurate Modern Love
I love how the author is almost sarcastic with this comment. We don't know his position on AI-related writing yet. He prompts us to think that the prompts are realistic and useful but then says this which seems counterintuitive.
DesmosLinks to an external site.
I remember using this in school!
Problem Solving Using technologies to express and convey learner knowledge all entail different kinds of problem-solving.
huh? Can someone explain this point?
Author: D. Jonassen|J. Howland | R.M. Marra | D. Crismond Copyright © 2022 Education.com LLC All Rights Reserved
I was wondering where this excerpt came from since it wasn't recognized at the top of the page before the reading
learners must express what they know. Using different tools requires learners to express what they know in different ways. Technologies can be used to help learners express themselves in writing. Learners can express themselves using a variety of tools, such as databases, spreadsheets, and expert systems, each tool requiring different forms of expression. Technologies can support verbal expression,
This is a great point of how tech can be beneficial to aid students in facilitating a demonstration of their knowledge and skills
People most commonly think of syllogism as analogies. A syllogism is a four-part analogy. For example, love is to hate as peace is to ———. The analogy makes sense only if the structural characteristics of the first analogy can be applied to the second
another helpful breakdown of these very common literary devices!
understanding a new idea is best accomplished by comparing and contrasting it to an idea that is already understood. In an analogy, the properties or attributes of one idea (the analog) are mapped or transferred to another (the source or target). Single analogies are also known as synonyms or metaphors.
This is a really helpful description of what an analogy/analogical approch is
students do not learn from teachers or technology. Rather, students learn from thinking—thinking about what they are doing or what they did, thinking about what they believe, thinking about what others have done and believe, thinking about the thinking processes they use—just thinking and reasoning. Thinking mediates learning. Learning results from thinking.
This is a great point! I've learned a lot just from how my peers are thinking about the text we were reading and it made me think a bit deeper about my own perspective.
Technologies support meaningful learning when they fulfill a learning need—when interactions with technologies are learner-initiated and learner-controlled and when interactions with the technologies are conceptually and intellectually engaging.
I understand this point, but I am questioning this a bit in relation to the previous statement that students are using technology to regurgitate information. How do we shift this mindset on how they are using tech?
But what are the students producing? Too often, they use technology to reproduce what the teacher or textbook tells them or copy what they have learned from the Internet.
How do we fix this problem? How do we get students to produce instead of reproduce?
With every other technology, including computers, educators recognized its importance and debated how to apply each nascent commercial technology for educational purposes. Unfortunately, educators have almost always tried to use technology to teach students in the same ways teachers have always taught.
suggests that we need to change the approach to educating students with these technologies
You will learn about a variety of new tech tools and then create an assignment where the tool is used by the teacher and/or the students.
Learning objective!
Start from #5 Move to #4 Move to #2 Move to #1 Move to #12 Move to #13 Move to #8 Move to #7 Move to #4 Move to #3 Move to #9, going through #6 Move to #11, going through #10 Move to #7 Move to #5 Move to #6 Move to #10 Finish by moving to #7
A Bacia Amazônica, que abrange aproximadamente nove países da América do Sul, abriga a maior floresta tropical contínua do mundo e o sistema fluvial mais extenso (Fig. 1 ). É um ponto crítico de biodiversidade, abrigando uma notável diversidade de flora e fauna, incluindo espécies emblemáticas como a onça-pintada ( Panthera onca ), a lontra-gigante ( Pteronura brasiliensis ) e a castanheira-do-brasil ( Bertholletia excelsa ). A região apresenta um clima tropical úmido, com temperaturas médias anuais variando de 25 a 27 °C e precipitação superior a 2000 mm na maioria das áreas (Davidson et al. 2012 ). A Amazônia desempenha um papel fundamental nos serviços ecossistêmicos globais, incluindo o sequestro de carbono, a regulação climática e o ciclo da água doce. No entanto, enfrenta ameaças crescentes decorrentes do desmatamento, cada vez mais amplificadas por secas induzidas pelo clima e ciclos de retroalimentação do fogo. A interação dinâmica entre as mudanças antropogênicas no uso da terra e as alterações nos regimes climáticos está perturbando os ciclos hidrológicos, comprometendo a resiliência dos ecossistemas e acelerando os fluxos de carbono para a atmosfera, com profundas implicações para a estabilidade climática regional e global. Em 2000, aproximadamente 15% da floresta amazônica havia sido perdida devido ao desmatamento (Foley et al. 2007 ) e, em 2022, a perda florestal acumulada ultrapassou 17%, com projeções indicando um possível ponto de inflexão caso o desmatamento atinja 20-25% (Flores et al. 2024 ). Apesar da recente queda nas taxas de desmatamento, a intensificação dos incêndios e as secas induzidas pelo clima continuam a desestabilizar a integridade dos ecossistemas, a interromper os ciclos biogeoquímicos e a amplificar a instabilidade climática regional.
introdução
Through arts integration, students use alternative ways (e.g., dancing, acting, writing, speaking, drawing, singing) to make sense of content they are learning and to demonstrate their understandings.
This is the whole idea behind arts integration! The whole goal is to use art forms to better represent what it is that they're learning. This is one of the clearest definitions of ats integration that I've seen.
“Differentiation doesn’t suggest that a teacher can be all things to all individuals all the time. It does, however, mandate that a teacher create a reasonable range of approaches to learning much of the time, so that most students find learning a fit much of the time.”7
I like this clarification of what differentiation is not. It is not expecting teachers to be able to meet every single need of every single student simultaneously at all times. It simply means that teachers are trying to make learning as flexible as possible. I think this is an important distinction to understand.
È il più recente di tutta questa sezione
Recognizing the value of the academic disciplines, an interdisciplinary approach that considers multiple areas together is typically more meaningful than teaching content areas separately.
reply to u/someblokeonhere at https://www.reddit.com/r/typewriters/comments/1u4ftix/which_typewriter_had_the_best_font/
The vast majority of typewriters were sold with a traditional mono-spaced Courier-like face in either pica or elite pitch (often with incredibly generic names like "Royal Pica" or "Royal Elite". Usually for about $5 (on what was often a $100 purchase which is about $1,000 in today's money), you could custom select an alternate face which was often marketed as a way to make your correspondence more personalized. They tried to make it a selling point, but I suspect it wasn't much of one in actual practice, particularly at that mark up. Many companies sold an "Executive" typeface that was often in italic as a means of differentiating typewriters meant for executives rather than the standard faces secretaries used.
Lots of alternate faces were manufactured for specific purposes like banking, accounting, speechwriting, and schools and those were sold as selling points for those markets. Other related features like keysets and special characters were marketed at pharmacists, doctors, engineers/mathematicians/scientists, and libraries.
If you create an account on the typewriter database you'll see options in the main menu for downloading full versions of a variety of typographical catalogs. Ted Munk also has (lesser) photo scans of some of these on his blog.
For the Sears Holiday Petite Child’s toy typewriter. Spools are 4cm in diameter, and 1 cm width. Uses a fabric 0.6mm ribbon.
https://www.reddit.com/r/typewriters/comments/1u4gbul/its_working/
I suspect they meant 6mm width on the fabric ribbon?
https://www.reddit.com/r/typewriters/comments/1u4gbul/its_working/
To create an account on the typewriter database, visit https://typewriterdatabase.com/register-today.php (Ted Munk manually approves new accounts within a day or two.)
Joe Van Cleave has a good intro video on using the database: https://www.youtube.com/watch?v=5K5m1W7KNW8
And you'll find some notes on photos for the TWdB here: https://boffosocko.com/2024/10/24/photos-of-typewriters-for-the-typewriter-database/
This action does not adhere to those principles.
大多数人认为政府有权出于国家安全考虑暂停AI模型访问,但作者认为政府的行动缺乏透明度、公平性和技术依据。这挑战了政府监管的权威性,暗示即使出于国家安全,政府行为也应受到严格约束。
We stand by this defense in depth strategy. It reduces the risks posed by Fable, making them comparable to the risks of existing models already deployed across the industry.
大多数人认为发现新模型的漏洞意味着其风险高于现有模型,但作者认为通过深度防御策略,Fable的风险与现有模型相当。这挑战了人们对新技术风险更高的普遍认知,暗示新模型不一定比旧模型更危险。
We suspect that perfect jailbreak resistance is not currently possible for any model provider.
大多数人认为AI公司应该追求完美的安全防护,但作者坦承完美防护是不可能的。这挑战了AI安全领域的期望,即公司应该能够完全防止其模型被滥用,转而采用更现实的防御策略。
If this standard was applied across the industry, we believe it would essentially halt all new model deployments for all frontier model providers.
大多数人认为政府应该严格监管AI模型以确保安全,但作者认为这种监管标准会阻碍整个行业的发展。这挑战了监管与安全平衡的常规认知,暗示过度监管可能扼杀创新。
We have found that other publicly-available models are able to discover them as well without requiring a bypass.
大多数人认为发现AI模型的漏洞是严重的安全问题,需要立即采取措施,但作者认为这些漏洞在其他公开模型中也存在,暗示政府的反应过度。这挑战了AI安全领域的共识,即任何漏洞都应被视为重大威胁。
the right of the screen. Pin the Hypothesis extension in Chrome (1 and 2), then activate the sidebar
test
Briefing : Renoncer à l'Idéal du Parent Parfait
Ce document analyse les paradoxes et les pressions inhérents à l'éducation positive, tels qu'explorés dans le podcast d'ARTE Radio.
Initialement perçue comme une méthode miracle pour garantir la paix domestique et l'épanouissement de l'enfant, l'éducation positive s'est transformée en une source de culpabilité intense pour les parents.
L'analyse révèle que ce courant, né d'une évolution historique légitime du statut de l'enfant, est aujourd'hui marqué par des malentendus marketing, une vulgarisation scientifique fallacieuse et une individualisation excessive des enjeux éducatifs.
Le passage d'une éducation autoritaire à un modèle d'optimisation du potentiel de l'enfant impose aux parents — et particulièrement aux mères — une charge mentale et logistique quasi insupportable, souvent déconnectée des réalités sociales et matérielles.
Le statut de l'enfant a connu une mutation radicale en à peine plus d'un siècle, passant d'une force de travail négligée à un être de droits dont l'intérêt est supérieur.
Fin du XIXe siècle : L'enfant est encore perçu comme un outil de production (travail dans les mines).
Après-guerre et théories de l'attachement : Les travaux de psychiatres comme René Spitz sur l'hospitalisme démontrent que la survie physique ne suffit pas ; la "nourriture affective" est vitale pour le développement.
1989, La Convention internationale des droits de l'enfant : Un tournant majeur.
L'enfant devient un sujet de droit (choix des amis, religion, éducation).
Parallèlement, une série de devoirs nouveaux est assignée aux parents pour garantir l'exercice de ces droits.
L'éducation positive ne se résume pas à la bienveillance ; elle s'ancre dans la psychologie positive visant à maximiser le potentiel de l'individu.
Le parent "tuteur" : Le rôle n'est plus d'imposer un destin (reprendre la ferme, devenir avocat), mais de permettre à l'enfant de déployer tout son potentiel moteur, social et cognitif.
Une exigence sans fin : Cette vision crée un vertige chez le parent : en fait-on assez ?
Si l'enfant a une potentialité infinie, toute limite imposée par le parent peut être perçue comme "castratrice".
L'un des principaux moteurs de l'adhésion à l'éducation positive est la promesse d'une fin des conflits, une promesse souvent non tenue.
Le malentendu réside dans le fait que les parents espèrent des "enfants sages comme des images", alors que la méthode produit des enfants qui questionnent l'autorité.
Lorsque ces techniques échouent face au "mur du réel" (contraintes horaires, fatigue), le parent se sent en échec personnel.
Béatrice Kammerer souligne une dérive dans l'utilisation des données scientifiques pour valider les préceptes de l'éducation positive.
L'épouvantail du cortisol : Certains discours affirment que la colère ou le refus du parent provoquent des dommages neurologiques irréversibles chez l'enfant via l'hormone du stress.
Des sources décontextualisées : Ces affirmations s'appuient souvent sur des études animales où les sujets subissent des tortures (électrocutions, privation de nourriture), ce qui est sans commune mesure avec les interactions d'une famille non maltraitante.
Cette "pseudo-science" renforce une culpabilité paralysante chez les parents.
Le sociologue Claude Martin et les expertes interrogées critiquent la transformation de la parentalité en une quête de performance individuelle, typique de l'idéologie néolibérale.
Le "Parent hors-sol" : On demande au parent de s'auto-former (livres, stages, respiration ventrale) pour devenir parfait, sans jamais interroger le contexte social (rythmes de travail, manque de soutien collectif).
Inversion de la pyramide de Maslow : Au lieu d'assurer d'abord les bases matérielles et sociales (l'infrastructure), on demande au parent de travailler sur son "self" (le sommet de la pyramide) pour être une source de bienveillance inépuisable.
La réussite individuelle comme injonction : L'idée que "vous avez tout pour réussir si vous appliquez les bonnes méthodes" transforme chaque cri ou chaque moment de fatigue en un échec personnel honteux.
"On n'est plus comme dans les générations d'avant des parents qui peuvent imposer... on doit en fait être des tuteurs qui permettent aux enfants de grandir." — Isabelle Roskam
"L'éducation positive, et ben c'est pas si positif que ça... l'enfer est pavé de bonnes intentions." — Delphine Saltel
"On travaille pas sur l'infrastructure comme diraient les marxistes, on travaille sur le top et c'est le self, le moi... C’est une formidable pression que de nous mettre dans cette situation." — Claude Martin
"J'avais l'impression à chaque fois de laisser une empreinte supplémentaire... que j’allais lui faire du mal neurologiquement... c’est terrible." — Émilie (mère)
Conclusion
Le document souligne que si les principes de non-violence et de respect de l'enfant sont indiscutables, leur application sous forme d'idéal de perfection individuelle est contre-productive.
Renoncer à être un parent parfait, c'est reconnaître que la parentalité est un exercice humain, faillible, et surtout un projet de société collectif qui ne peut reposer uniquement sur les épaules et la psychologie des individus.
Inclusion, Aidance et Moments de Vie : Concilier Personnalisation et Équité en Entreprise
Ce document de synthèse analyse les interventions et les retours d'expérience de la table ronde organisée par HR Technologies France, portant sur l'intégration des réalités personnelles (handicap, aidance, parentalité) dans la stratégie RH sans créer de sentiment d'injustice.
L'enjeu central identifié est de soutenir les réalités de vie des collaborateurs tout en évitant la perception de favoritisme.
La réussite de ces politiques repose sur trois piliers : l'intégration de l'inclusion dans la stratégie économique globale, la mesure précise par la donnée et la formalisation par le dialogue social.
Les entreprises ayant adopté une approche centrée sur les "moments de vie" observent des gains significatifs en termes d'engagement (eNPS) et de réduction de l'absentéisme.
L'inclusion ne doit plus être traitée comme un sujet de communication "à part", mais comme un prisme à travers lequel toute l'activité de l'entreprise est repensée.
Intégration au Business : L'inclusion doit influencer la conception même des produits et services (ex : accessibilité des sites internet, tests médicaux inclusifs).
Sortir des "Mots Valises" : Il est impératif de dépasser les slogans publicitaires pour privilégier la parole des salariés et la co-construction.
La Mesure comme Prérequis : Toute politique d'inclusion doit débuter par un diagnostic démographique précis.
Données et CNIL : Contrairement aux idées reçues, il est possible de collecter des données sur l'appartenance ethnique ou l'orientation sexuelle si l'objectif est précis et l'enquête définie.
Indicateurs : Analyser l'effectif selon les 26 critères de discrimination pour identifier "où le bas blesse" (ex : taux de femmes dans les comités de direction).
Le succès des politiques de handicap repose sur la structuration à long terme et l'accessibilité universelle.
Réseau de Référents : La mise en place d'un réseau local, régional et national permet de relayer les outils et d'adapter les actions au terrain.
Accessibilité Numérique : Le recrutement doit s'appuyer sur des sites 100 % accessibles (conformes au RGAA), facilitant la navigation pour tous.
Exemple de la Sécurité Sociale :
Partenariat avec des acteurs technologiques (ex : Microsoft) pour des tutoriels sur l'accessibilité des documents internes.
L'aidance est un enjeu massif (1 salarié sur 3 se considère aidant), mais complexe à adresser en raison du manque de temps et de l'auto-stigmatisation des concernés.
Pour éviter que les mesures de soutien ne soient perçues comme des faveurs indues, deux leviers sont essentiels :
Le statut "officiel" de l'aidant banalise l'absence et ne repose plus uniquement sur la solidarité de l'équipe, qui peut s'essouffler.
Une mutation profonde de la fonction RH est proposée : passer d'une gestion axée sur le cycle professionnel (recrutement, formation, fidélisation) à un accompagnement des événements personnels ayant un impact professionnel.
| Type de Moment | Exemples | | --- | --- | | Moments de Vie (51 identifiés) | Divorce, maladie, violences conjugales, deuil, déménagement, transition LGBT. | | Actions de Soutien Critiques | Logement d'urgence en 4h pour les victimes de violences conjugales via des partenariats avec des bailleurs sociaux. |
CRM des Moments de Vie : Utilisation de l'IA et de l'automatisation pour alerter les managers et les RH au bon moment, en leur fournissant les fiches pratiques et les ressources nécessaires.
Équilibre d'Attention : Ne pas laisser le manager seul face à l'ajustement du cadre collectif ; les outils doivent lui servir "sur un plateau" les solutions pré-établies.
L'impact d'une politique de soutien aux moments de vie se mesure concrètement sur une période de 3 à 4 ans.
Engagement (eNPS) : Progression spectaculaire constatée dans le secteur bancaire, passant de -34 à +43.
Absentéisme : Réduction de 12 % à 7 %.
Fidélisation : Chute du taux de démission de 6 % à 1,5 %.
Climat Social : Transformation des "verbatims" critiques en remerciements envers la fonction RH.
Pour pérenniser ces actions, la culture d'entreprise doit évoluer vers un modèle moins pyramidal :
Leadership Partagé : Distinction entre le manager, le "Change Leader" (qui porte le changement sans lien hiérarchique) et le "Change Expert".
Symétrie des Attentions : Appliquer aux collaborateurs les mêmes signatures relationnelles qu'aux clients (Rassurer, Valoriser, Porter intérêt, S'engager, Célébrer).
Groupes de Ressources (ERG) : Responsabiliser les salariés à travers des groupes de pairs pour porter les actions d'inclusion de manière ascendante.
Non è malissimo, dice fondamentalmente che PCSK9 quando causa problemi è dovuta a una produzione cronica. Utile per confermare ulteriormente che non ci sono effetti avversi alla sua soppressione. Guarda le conclusioni
microbiologists depend more on resolution, as they want to be able to determine differences between microbes or parts of microbes.
That explains it
While high magnification without high resolution may make very small microbes visible, it will not allow the observer to distinguishbetween microbes or sub-cellular parts of a microbe.
Wtf does this mean
💻/asus/🧊/me/📓/2026/6/1/3/youtube.com grok-ai-ethiopean-bible-resurrection/
Elon Musk's Grok AI Was Asked About Jesus'Resurrection in the Ethiopian Bible—Its Answer Is Haunti

最终报告建议统一采用以下总口径: 本报告提出的是金融评级机构引入大模型能力的受控 POC 与分阶段试点方案。总体路径为:以数据分级为前置,以本地脱敏与 Data Access Proxy 为唯一受控出域通道,以 RAG 权限过滤和 SQL Guard 约束数据访问,以云端模型承担公开信息摘要、脱敏文本润色和结构化辅助,以本地还原、合规扫描、审计归档和人工复核作为闭环。评级结论、评级展望、调级决定、信评会意见、发布前报告全文、工作底稿、原始财务资料和内部模型细节不得由云端模型直接处理或自动决定。所有效率、性能、质量和安全指标均作为 POC/试点验收目标;生产上线前必须完成法务复核、供应商合规核验、真实环境 benchmark、红队实测、审计制度与回退机制固化。 可以压缩成管理层一句话: “可做,但只能从低风险、可审计、可回退的受控 POC 开始;先证明不泄露、不越权、可复核,再谈效率和规模化。”
和刚才说的一样,你不需要长篇大论,只需要简单说明方案是什么,以及怎样一步步执行。大家都知道要从风险低的方向入手,对不对?
6. 每章应吸收哪些文件内容
应该首先说明,遇到的问题,纯本地模型的优势劣势,纯云端模型的,内容应该是相对针对本地模型与云端模型结合的话题,建议从以下逻辑展开:
问题背景:
痛点解决与合规分析:
调研重点与实施路径(关于POC):
执行摘要:为什么是受控 POC,而非立即生产上线
这种不用你说啊= = 谁都知道,直接阐述内容就可以
供 SID 阅读确认
应该完全删去类似的描述,目的就是要呈现结果,可以给任何人看的
There are actually a lot of interesting technical details about how Apple rebuilt Siri, including expanding Private Cloud Compute to include Nvidia chips running in Google data centers, as well as a 20 billion parameter on-device mixture-of-experts model that selects the expert on a per-query basis (as opposed to on a per-token basis) so that it can run in an iPhone’s limited memory
oh, I know that was possible - to choose expert based on the query rather than the tokens
Modeled disbursement by end-2026
some visulaizations (bar or donut or mosaic graph) would be helpful here
Interactive uncertainty model
I don't htink this is a stochastic model? Perhaps an extension of this should give these (correlated?) distributions. ... Squiggle-type modeling
There should also be discplay of the actual equation behind the model, and a folding box or linked page explaining it in more detail
BOTEC model
Maybe put this model at the top, after a short preamble?
Questo articolo è molto completo su credo tutti i temi che riguardano PCSK9 nella tesi, ottimissimo
Graphical Abstract
Sembra un'ottima immagine
represents a property of the sample
Statistic represents property of the sample!
TERMS OF USE
From a freelancer's (Developer's) perspective, here's how these terms shake out. A few provisions tilt meaningfully against you, and several are worth understanding before you sign up. Payment risk is the biggest concern You only get paid if the Client pays first. Several clauses stack here:
Payment is contingent on Client funds. Section 10 says Developer payments are "contingent upon receipt of funds from Clients," and Section 13 confirms Lemon.io will never pay you out of its own pocket. If a Client doesn't fund their account, disputes the work, or does a chargeback, you may not be paid — or paid only partially and proportionally to what Lemon.io actually collected. You're paid by the 10th of the following month (Section 10), but "any payment may be received with a delay caused by the receiving party or its servicing bank" — a fairly open-ended delay allowance. Disputes cap your recovery. Section 17 means no payment is made for disputed services unless the dispute resolves in-platform, and Lemon.io itself is the arbiter whose decisions are "full and unchallenged."
The practical upshot: your cash flow depends on Lemon.io's collection from Clients, and you bear the downside of Client non-payment. You can't negotiate or compare your rate Section 10 prohibits discussing your hourly rate with other users — only with the Lemon.io team. That removes your ability to benchmark whether you're being paid competitively relative to peers on the platform. The non-compete locks you in Section 16 bars you from working directly with a Client off-platform without going through Lemon.io's hiring process and fee. Combined with the Client-side $14,000 / $20,000 placement fees (Sections 8 and 12), there's strong friction against converting a platform relationship into a direct one — even years later, since the Terms don't state a time limit on this restriction. You hand over broad rights to your content Section 22 grants Lemon.io a perpetual, irrevocable, royalty-free, transferable, sublicensable license to anything you submit through the platform, plus a waiver of "moral rights." Separately, Section 25 makes your client deliverables works-made-for-hire owned by the Client on full payment. Standard for marketplaces, but worth knowing your messages and submitted materials aren't fully your own once posted. Termination is at-will and one-sided Section 21 lets Lemon.io suspend or remove you "at any time for any or no reason at all," effective immediately, with no guarantee of rejoining. There's no reciprocal protection or notice period for you. Liability and disputes favor the platform If you ever have a claim against Lemon.io, Section 32 caps their total liability at $500, Section 29 waives your jury trial and class-action rights and forces Delaware arbitration, and Section 28 sets Delaware as the governing law and venue — potentially far from where you live, especially if you're an international developer. A few smaller things
Tax and compliance are entirely yours (Section 5). You're an independent contractor: no benefits, no withholding, and you indemnify Lemon.io if it's found liable for taxes related to you. Sanctions representations (Section 14) — you warrant you're not in a sanctioned region or on U.S. denied-party lists. Relevant if you're an international freelancer. The "never committed a felony" warranty in the Privacy Policy is an odd thing to be agreeing to as a factual representation.
What this means practically None of this is unusual for a developer marketplace — the structure (contingent pay, non-compete, broad license, arbitration) is industry-standard. But the combination of payment contingent on client funding, Lemon.io as sole dispute arbiter, and the $500 liability cap means your financial protection rests largely on trusting the platform's collection and dispute processes rather than on contractual guarantees. A reasonable freelancer's takeaway: it can be a legitimate source of work, but treat platform earnings as carrying real counterparty risk, keep your own records of hours and communications, and don't count on the contract itself to make you whole if a payment or dispute goes sideways. One thing I'd genuinely flag — I'm not your lawyer, and if you're weighing this as a meaningful income source or you're in a jurisdiction with strong worker-protection laws (much of the EU, for instance), it may be worth a quick consult, since some of these clauses (the non-compete scope, the misclassification setup) can interact with local law in ways that override what's written here.
MMRRC Strain 034848-JAX130
DOI: 10.64898/2026.05.01.722324
Resource: (MMRRC Cat# 034848-JAX,RRID:MMRRC_034848-JAX)
Curator: @AleksanderDrozdz
SciCrunch record: RRID:MMRRC_034848-JAX
107738
DOI: 10.64898/2026.04.29.721673
Resource: RRID:Addgene_107738
Curator: @olekpark
SciCrunch record: RRID:Addgene_107738
AAV Nuc-flox(mCherry)-eGFP virus
DOI: 10.64898/2026.04.29.721673
Resource: RRID:Addgene_112677
Curator: @olekpark
SciCrunch record: RRID:Addgene_112677
103005
DOI: 10.64898/2026.04.28.721509
Resource: RRID:Addgene_103005
Curator: @olekpark
SciCrunch record: RRID:Addgene_103005
83279
DOI: 10.64898/2026.04.28.721509
Resource: RRID:Addgene_83279
Curator: @olekpark
SciCrunch record: RRID:Addgene_83279
APPswe/PS1, JAX MMRRC Stock #034829
DOI: 10.64898/2026.05.01.722089
Resource: (MMRRC Cat# 034829-JAX,RRID:MMRRC_034829-JAX)
Curator: @AleksanderDrozdz
SciCrunch record: RRID:MMRRC_034829-JAX
187441
DOI: 10.64898/2026.04.26.720914
Resource: RRID:Addgene_187441
Curator: @olekpark
SciCrunch record: RRID:Addgene_187441
MMRRC; stock no. 064016-UCD
DOI: 10.64898/2026.02.24.707855
Resource: RRID:MMRRC_064016-UCD
Curator: @AleksanderDrozdz
SciCrunch record: RRID:MMRRC_064016-UCD
BDSC Stock # 3605
DOI: 10.3390/toxics12090658
Resource: RRID:BDSC_3605
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_3605
MMRRC Strain #034829-JAX
DOI: 10.3390/ijms27114994
Resource: (MMRRC Cat# 034829-JAX,RRID:MMRRC_034829-JAX)
Curator: @AleksanderDrozdz
SciCrunch record: RRID:MMRRC_034829-JAX
RRID:CVCL_0027
DOI: 10.3390/ijms27114893
Resource: (TKG Cat# TKG 0205, RRID:CVCL_0027)
Curator: @evieth
SciCrunch record: RRID:CVCL_0027
RRID:AB_11018151
DOI: 10.3389/fphar.2026.1833813
Resource: (Novus Cat# NBP1-77368, RRID:AB_11018151)
Curator: @evieth
SciCrunch record: RRID:AB_11018151
RRID: AB_561381
DOI: 10.3389/fimmu.2026.1759368
Resource: (Cell Signaling Technology Cat# 9496, RRID:AB_561381)
Curator: @evieth
SciCrunch record: RRID:AB_561381
AB_2107448
DOI: 10.1371/journal.pone.0350815
Resource: (Abcam Cat# ab8245, RRID:AB_2107448)
Curator: @evieth
SciCrunch record: RRID:AB_2107448
AB_2927726
DOI: 10.1371/journal.pone.0350815
Resource: (Abcam Cat# ab216144, RRID:AB_2927726)
Curator: @evieth
SciCrunch record: RRID:AB_2927726
RRID:BDSC_62545
DOI: 10.1242/jcs.264460
Resource: RRID:BDSC_62545
Curator: @evieth
SciCrunch record: RRID:BDSC_62545
RRID:BDSC_9778
DOI: 10.1242/jcs.264460
Resource: RRID:BDSC_9778
Curator: @evieth
SciCrunch record: RRID:BDSC_9778
RRID:BDSC_95282
DOI: 10.1242/jcs.264460
Resource: RRID:BDSC_95282
Curator: @evieth
SciCrunch record: RRID:BDSC_95282
RRID:BDSC_9771
DOI: 10.1242/jcs.264460
Resource: RRID:BDSC_9771
Curator: @evieth
SciCrunch record: RRID:BDSC_9771
RRID:BDSC_24616
DOI: 10.1242/jcs.264460
Resource: RRID:BDSC_24616
Curator: @evieth
SciCrunch record: RRID:BDSC_24616
MMRRC UC Davis (stock number 034748-UCD
DOI: 10.1242/dev.205143
Resource: (MMRRC Cat# 034748-UCD,RRID:MMRRC_034748-UCD)
Curator: @AleksanderDrozdz
SciCrunch record: RRID:MMRRC_034748-UCD
RRID: CVCL_W559
DOI: 10.1186/s40478-026-02301-2
Resource: (RRID:CVCL_W559)
Curator: @evieth
SciCrunch record: RRID:CVCL_W559
RRID:AB_626729
DOI: 10.1186/s13020-026-01433-w
Resource: (Santa Cruz Biotechnology Cat# sc-7480, RRID:AB_626729)
Curator: @evieth
SciCrunch record: RRID:AB_626729
RRID:AB_2107445
DOI: 10.1186/s13020-026-01433-w
Resource: (Millipore Cat# MAB374, RRID:AB_2107445)
Curator: @evieth
SciCrunch record: RRID:AB_2107445
RRID:AB_2298772
DOI: 10.1186/s13020-026-01433-w
Resource: (Millipore Cat# MAB377, RRID:AB_2298772)
Curator: @evieth
SciCrunch record: RRID:AB_2298772
RRID:AB_2223041
DOI: 10.1186/s13020-026-01433-w
Resource: (Millipore Cat# MAB1501, RRID:AB_2223041)
Curator: @evieth
SciCrunch record: RRID:AB_2223041
48140
DOI: 10.1159/000547041
Resource: RRID:Addgene_48140
Curator: @dhovakimyan1
SciCrunch record: RRID:Addgene_48140
48140
DOI: 10.1159/000547041
Resource: RRID:Addgene_48140
Curator: @dhovakimyan1
SciCrunch record: RRID:Addgene_48140
RRID:CVCL 3985
DOI: 10.1159/000547041
Resource: (RRID:CVCL_3985)
Curator: @dhovakimyan1
SciCrunch record: RRID:CVCL_3985
RRID:CVCL 3143
DOI: 10.1159/000547041
Resource: (JCRB Cat# JCRB0183, RRID:CVCL_3143)
Curator: @dhovakimyan1
SciCrunch record: RRID:CVCL_3143
RRID: AB_2534079
DOI: 10.1158/2767-9764.CRC-25-0619
Resource: (Thermo Fisher Scientific Cat# A-11012, RRID:AB_2534079)
Curator: @evieth
SciCrunch record: RRID:AB_2534079
RRID: SCR_022685
DOI: 10.1158/2767-9764.CRC-25-0280
Resource: Van Andel Institute Flow Cytometry Core Facility (RRID:SCR_022685)
Curator: @evieth
SciCrunch record: RRID:SCR_022685
RRID: SCR_022914
DOI: 10.1158/2767-9764.CRC-25-0280
Resource: Van Andel Institute Transgenics Core Facility (RRID:SCR_022914)
Curator: @evieth
SciCrunch record: RRID:SCR_022914
RRID: SCR_021968
DOI: 10.1158/2767-9764.CRC-25-0280
Resource: Van Andel Institute Optical Imaging Core Facility (RRID:SCR_021968)
Curator: @evieth
SciCrunch record: RRID:SCR_021968
RRID:SCR_009257
DOI: 10.1158/1055-9965.EPI-26-0156
Resource: LOCUSZOOM (RRID:SCR_009257)
Curator: @evieth
SciCrunch record: RRID:SCR_009257
48743
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_48743
Curator: @olekpark
SciCrunch record: RRID:Addgene_48743
132777
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_132777
Curator: @olekpark
SciCrunch record: RRID:Addgene_132777
62988
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_62988
Curator: @olekpark
SciCrunch record: RRID:Addgene_62988
12260
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_12260
Curator: @olekpark
SciCrunch record: RRID:Addgene_12260
12259
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_12259
Curator: @olekpark
SciCrunch record: RRID:Addgene_12259
212936
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_212936
Curator: @olekpark
SciCrunch record: RRID:Addgene_212936
52535
DOI: 10.1158/0008-5472.CAN-25-2893
Resource: RRID:Addgene_52535
Curator: @olekpark
SciCrunch record: RRID:Addgene_52535
100521
DOI: 10.1158/0008-5472.CAN-25-2217
Resource: RRID:Addgene_100521
Curator: @olekpark
SciCrunch record: RRID:Addgene_100521
lentiCRISPRv2
DOI: 10.1158/0008-5472.CAN-25-2217
Resource: RRID:Addgene_52961
Curator: @olekpark
SciCrunch record: RRID:Addgene_52961
15291
DOI: 10.1158/0008-5472.CAN-25-2217
Resource: RRID:Addgene_15291
Curator: @olekpark
SciCrunch record: RRID:Addgene_15291
12259
DOI: 10.1158/0008-5472.CAN-24-1984
Resource: RRID:Addgene_12259
Curator: @olekpark
SciCrunch record: RRID:Addgene_12259
12260
DOI: 10.1158/0008-5472.CAN-24-1984
Resource: RRID:Addgene_12260
Curator: @olekpark
SciCrunch record: RRID:Addgene_12260
RRID: SCR_023909
DOI: 10.1136/jitc-2025-014020
Resource: nanoString CosMx Spatial Molecular Imager (RRID:SCR_023909)
Curator: @evieth
SciCrunch record: RRID:SCR_023909
obtained from the KOMP Repository (mmrrc.org) at UC Davis
DOI: 10.1126/sciadv.aed2478
Resource: Mutant Mouse Regional Resource Center (RRID:SCR_002953)
Curator: @AleksanderDrozdz
SciCrunch record: RRID:SCR_002953
RRID: 021984
DOI: 10.1101/2025.09.16.676655
Resource: University of Colorado Anschutz Medical Campus Cancer Center Genomics Shared Resource Core Facility (RRID:SCR_021984)
Curator: @nmaralla
SciCrunch record: RRID:SCR_021984
#93 610
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_93610
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_93610
#6925
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_6925
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_6925
26 263
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_26263
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_26263
#45 016
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_45016
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_45016
#80 939
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_80939
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_80939
#3605
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_3605
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_3605
#35 839
DOI: 10.1093/sleep/zsae226
Resource: RRID:BDSC_35839
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_35839
RRID:SCR_002344
DOI: 10.1091/mbc.E25-05-0230
Resource: Ensembl (RRID:SCR_002344)
Curator: @evieth
SciCrunch record: RRID:SCR_002344
40918
DOI: 10.1080/10985549.2026.2670710
Resource: RRID:Addgene_40918
Curator: @olekpark
SciCrunch record: RRID:Addgene_40918
RRID: AB_630987
DOI: 10.1073/pnas.2515277123
Resource: (Santa Cruz Biotechnology Cat# sc-1225, RRID:AB_630987)
Curator: @evieth
SciCrunch record: RRID:AB_630987
34799
DOI: 10.1038/s44318-024-00249-4
Resource: RRID:BDSC_34799
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_34799
31700
DOI: 10.1038/s44318-024-00249-4
Resource: RRID:BDSC_31700
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_31700
9146
DOI: 10.1038/s44318-024-00249-4
Resource: RRID:BDSC_9146
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_9146
RRID:CVCL_0026
DOI: 10.1038/s42003-026-10009-1
Resource: (KCLB Cat# 30080, RRID:CVCL_0026)
Curator: @evieth
SciCrunch record: RRID:CVCL_0026
RRID:CVCL_1119
DOI: 10.1038/s42003-026-10009-1
Resource: (KCB Cat# KCB 200730YJ, RRID:CVCL_1119)
Curator: @evieth
SciCrunch record: RRID:CVCL_1119
RRID:CVCL_0480
DOI: 10.1038/s42003-026-10009-1
Resource: (ECACC Cat# 87092802, RRID:CVCL_0480)
Curator: @evieth
SciCrunch record: RRID:CVCL_0480
RRID:CVCL_D627
DOI: 10.1038/s42003-026-10009-1
Resource: (NCI-DTP Cat# PAN 02, RRID:CVCL_D627)
Curator: @evieth
SciCrunch record: RRID:CVCL_D627
RRID: AB_2687447
DOI: 10.1038/s41698-026-01384-3
Resource: RRID:AB_2687447
Curator: @evieth
SciCrunch record: RRID:AB_2687447
RRID: AB_330744
DOI: 10.1038/s41698-026-01384-3
Resource: (Cell Signaling Technology Cat# 9102, RRID:AB_330744)
Curator: @evieth
SciCrunch record: RRID:AB_330744
RRID: AB_2315112
DOI: 10.1038/s41698-026-01384-3
Resource: (Cell Signaling Technology Cat# 4370, RRID:AB_2315112)
Curator: @evieth
SciCrunch record: RRID:AB_2315112
RRID: SCR_026523
DOI: 10.1038/s41698-026-01384-3
Resource: ECHO Revolve Microscope (RRID:SCR_026523)
Curator: @evieth
SciCrunch record: RRID:SCR_026523
#64349
DOI: 10.1038/s41598-024-73218-w
Resource: RRID:BDSC_64349
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_64349
#6020
DOI: 10.1038/s41598-024-73218-w
Resource: RRID:BDSC_6020
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_6020
#9405
DOI: 10.1038/s41598-024-73218-w
Resource: RRID:BDSC_9405
Curator: @bdscstockkeepers
SciCrunch record: RRID:BDSC_9405
98291
DOI: 10.1038/s41593-026-02247-7
Resource: RRID:Addgene_98291
Curator: @olekpark
SciCrunch record: RRID:Addgene_98291
170572
DOI: 10.1038/s41467-026-71551-4
Resource: RRID:Addgene_170572
Curator: @olekpark
SciCrunch record: RRID:Addgene_170572
170573
DOI: 10.1038/s41467-026-71551-4
Resource: RRID:Addgene_170573
Curator: @olekpark
SciCrunch record: RRID:Addgene_170573
175025
DOI: 10.1038/s41467-026-71551-4
Resource: RRID:Addgene_175025
Curator: @olekpark
SciCrunch record: RRID:Addgene_175025
38272
DOI: 10.1038/s41467-026-71551-4
Resource: RRID:Addgene_38272
Curator: @olekpark
SciCrunch record: RRID:Addgene_38272
38269
DOI: 10.1038/s41467-026-71551-4
Resource: RRID:Addgene_38269
Curator: @olekpark
SciCrunch record: RRID:Addgene_38269