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b775a7e98ea784425138453910bdae786dec3c35642e825bee4cb7992f404dab
Jimbock/GLM_5.2_Dataset
default
train
4,960
1
{"answer":"Below is the complete SQLite solution: shared in-memory test factory, WAL-mode interceptor, write-serialization wrapper, and the locking-protocol explanation.\n\n```csharp\n// MyApp.Data.Sqlite/SqliteTestFactory.cs\nusing Microsoft.Data.Sqlite;\nusing Microsoft.EntityFrameworkCore;\n\nnamespace MyApp.Data.Sq...
0afaa46505f9d4d747031af5196d2b1dd9ac312dea1bb591be48d45f54295e72
Jimbock/GLM_5.2_Dataset
default
train
4,961
1
{"answer":"\nThe three APIs differ in allocation profile and explicit control:\n\n| API | Per-op allocation | Programming model | Best for |\n|-----|--------------------|-------------------|----------|\n| Socket.BeginReceive (APM) | IAsyncResult + state + AsyncCallback | Callbacks, manual Task wrapping | Legacy code on...
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Jimbock/GLM_5.2_Dataset
default
train
4,962
1
{"answer":"(a) The no-hair theorem: every stationary, asymptotically flat black hole solution of the Einstein-Maxwell equations with a connected non-degenerate horizon is uniquely determined (up to diffeomorphism) by (M, J, Q), the unique solutions being Schwarzschild, Reissner-Nordstrom, Kerr, and Kerr-Newman. (b) Isr...
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Jimbock/GLM_5.2_Dataset
default
train
4,963
1
{"answer":"The solution ships a MAUI app plus two test projects (one per platform TFM), driven by XHarness CLI in CI. Complexity is O(N) test execution where N is the test count, plus a constant ~30-second simulator warmup per run. Edge cases: (a) the Android instrumentation name in `[Instrumentation(Name=\"...\")]` MU...
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Jimbock/GLM_5.2_Dataset
default
train
4,964
1
{"answer":"LWE_{n,q,chi} outputs (a, <a,s> + e mod q) for secret s, uniform a, and sub-Gaussian error e <- chi of width alpha*q. Decision-LWE (distinguish from uniform) and search-LWE (recover s) are polynomially equivalent via a coordinate-by-coordinate self-reduction. Regev's worst-case-to-average-case quantum reduct...
3a39a0dae136ff5873793ee0c9e7cb2c5029b615e7ba76bb9e8ad19ef89e0d20
Jimbock/GLM_5.2_Dataset
default
train
4,965
1
{"answer":"Recommendation: deploy SPIRE as the portable identity plane across all three clouds plus on-prem, with one global trust domain per environment. Use Istio as the data plane in clouds requiring L7 observability (consuming SPIFFE identity via SPIRE Agent SDS), and a thin Envoy sidecar elsewhere. (a) Identity: S...
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Jimbock/GLM_5.2_Dataset
default
train
4,966
1
{"answer":"Blazor CSS isolation generates a `b-{hash}` scope identifier per component and rewrites CSS selectors to include `[b-{hash}]` so rules apply only to that component's elements. `Scoped` services are shared per circuit (Blazor Server) or per app (Blazor WebAssembly), so per-instance state requires `OwningCompo...
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Jimbock/GLM_5.2_Dataset
default
train
4,967
1
{"answer":"V1 = M2*V2/M1 = 25 mL of 2 M acid, diluted to 25 mL.","chain_of_thought":"<thinking>Dilution: moles conserved => M1*V1 = M2*V2.\n2*V1 = 2*25 => V1 = 2*25/2 = 25 mL. (Equivalently, starting from 2 M and wanting 2 M, dilution factor = 2/2 = 1.)</thinking>","difficulty":"expert","domain":"chemistry","id":4967,"...
8507ff831e1058d7521f44c3c8d8edfaa30fb84bb8bea73570df9f3cbb905d1a
Jimbock/GLM_5.2_Dataset
default
train
4,968
1
{"answer":"Havoc framework: C/C++ Demon agent (indirect syscalls via HellsGate/HalosGate/TartarusGate, sleep-obfuscation Ekko/Zilean/Foliage, AMSI/ETW patch) + Python teamserver + Qt UI. Profile is YAML defining Teamserver, Listeners (http/https/smb), Agents (Demon: sleep, jitter, AesKey, syscall, sleep-obf, injection)...
610c3bef0d0b06cb120d659df3575fc7c13c0f9492019e145da15a6db20ba07d
Jimbock/GLM_5.2_Dataset
default
train
4,970
1
{"answer":"`UseLazyLoadingProxies()` generates a dynamic proxy type per entity type via `System.Reflection.Emit`, overriding every `virtual` navigation to call `ILazyLoader.Load(this, name)` on first access. The N+1 problem arises because each navigation access triggers a separate SQL round-trip. Fix with `Include`, `A...
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Jimbock/GLM_5.2_Dataset
default
train
4,971
1
{"answer":"```csharp\nusing System.Data;\nusing Microsoft.Data.SqlClient;\nusing System.Text.Json;\nusing System.Collections.Concurrent;\nusing System.Linq.Expressions;\n\npublic interface IEvent\n{\n Guid EventId { get; }\n DateTime OccurredAt { get; }\n}\n\npublic sealed record EventEnvelope(Guid EventId, strin...
c54c20ef053fec19ed7261db4daa6ba635412b2fef1062c23d1ec5c98bbb1375
Jimbock/GLM_5.2_Dataset
default
train
4,972
1
{"answer":"(a) In Bohm's spin version of EPR, two spin-1/2 particles in the singlet |Psi-> = (|+z,-z> - |-z,+z>)/sqrt(2) separate to spacelike distances. The EPR reality criterion states that any quantity predictable with certainty without disturbing the system is an element of reality; the locality criterion forbids s...
bc64c324f333f20cbe0dd0005cc4c83f942a07ed951d93485f40b67be622adba
Jimbock/GLM_5.2_Dataset
default
train
4,975
1
{"answer":"Intrusion isn't a property of the question — it's a property of the interaction. The same question can be welcome or intrusive depending on the relationship, setting, lead-up, and whether the person feels they can decline. The fix isn't to be less curious; it's to pace and calibrate.\n\nPace your questions. ...
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Jimbock/GLM_5.2_Dataset
default
train
4,976
1
{"answer":"AGN UNIFICATION: TYPE 1, TYPE 2, AND BLAZARS.\n\n1. OBSERVED CLASSIFICATION.\nType 1 (Sy 1, QSO): both broad (FWHM > 1000 km/s) and narrow (FWHM ~ 300-500 km/s) emission lines; strong non-stellar optical-UV continuum ('big blue bump'). Type 1.5/1.8/1.9: intermediate, broad lines weaken progressively (Osterbr...
aed13b4898fdf378135b84005a41b09d6841bce7596691173355d868bd0085de
Jimbock/GLM_5.2_Dataset
default
train
4,978
1
{"answer":"Complete .NET 8 / C# 12 implementation. NuGet: Quartz, Quartz.Serialization.Json, Quartz.Extensions.Hosting, Quartz.Extensions.DependencyInjection, Npgsql, Microsoft.ApplicationInsights.\n\n```csharp\n// SchedulerSetup.cs\nusing Microsoft.Extensions.DependencyInjection;\nusing Quartz;\nusing Quartz.Impl;\nus...
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Jimbock/GLM_5.2_Dataset
default
train
4,981
1
{"answer":"The central tension is that gentleness and clarity often pull in opposite directions — you soften to protect them, but softening can obscure the information, and obscurity is its own harm. The work is finding the version that's both clear and humane.\n\nOpen with a warning shot. 'I have some hard news' or 't...
1d8eb67f3d1dabfbb1936ad2c616ce677eaab15ad324035c6cf937393a677c6c
Jimbock/GLM_5.2_Dataset
default
train
4,982
1
{"answer":"(a) Compatibility matrix: backward (new schema reads old data), forward (old schema reads new data), full (both). Rules: adding a field is backward+forward compatible (new number, old clients ignore, new clients read default). Deleting a field is compatible IF number is reserved (proto3 'reserved 5; reserved...
da5f5c91d123b3fa8058aa79a7f8b4fa4eed19e9503e69630ef89d42151039d8
Jimbock/GLM_5.2_Dataset
default
train
4,983
1
{"answer":"The structural thing is that parent friend groups are forced-proximity groups. You didn't choose these people — your kids' ages and your zip code chose them. It's the same condition as coworkers or neighbors, but with an added intensity: your kids are entangled. You'll see these people at pickup, parties, cl...
4cda14a84216063c0d9065c9e1c0cde4a2208c5f060779d82a1da22f301160b5
Jimbock/GLM_5.2_Dataset
default
train
4,984
1
{"answer":"## Part 1 — STIX 2.1 object model\n\nThree categories of objects:\n- **SCOs (STIX Cyber-observable Objects)**: file, ipv4-addr, ipv6-addr, domain-name, url, email-addr, windows-registry-key, process, network-traffic, x509-certificate, artifact, user-account, mutex, directory, autonomous-system, mac-addr, sof...
9d95493fa4459f12530a0de938be1e70aed0817b4fa41c076a239d45178a9323
Jimbock/GLM_5.2_Dataset
default
train
4,985
1
{"answer":"P(A and B) = 0.28, P(A or B) = 0.82.","chain_of_thought":"<thinking>Independence: P(A and B) = P(A)*P(B) = 0.7*0.4 = 0.28.\nP(A or B) = 1 - P(neither) = 1 - (1-P(A))(1-P(B)) = 1 - 0.30000000000000004*0.6 = 1 - 0.18 = 0.82.\nCross-check inclusion-exclusion: P(A)+P(B)-P(A and B) = 0.7+0.4-0.28 = 0.82.</thinkin...
60ae12131e11497157ae14df5da4392a7ca692280b895a0c77673ba435087aa4
Jimbock/GLM_5.2_Dataset
default
train
4,986
1
{"answer":"D = 16, sqrt(D) = 4. Roots x = 0.3333, 1 (sum 1.333 = -b/a, product 0.3333 = c/a, verified).","chain_of_thought":"<thinking>Equation: -6x^2 + 8x - 2 = 0.\nDiscriminant D = b^2 - 4ac = (8)^2 - 4*-6*-2 = 64 - 48 = 16.\nD = 16 >= 0, so two real roots; sqrt(D) = 4.\nQuadratic formula: x = (-b +/- sqrt(D))/(2a) =...
21a1be8fec4dbf447cb5ad2c2e225f53376d392a9bb4e5b852e70c92f588b7b0
Jimbock/GLM_5.2_Dataset
default
train
4,987
1
{"answer":"(a) Label cardinality classification and routing: Low cardinality (<100 distinct values) - service, method, status_code. Route to Prometheus. Unlimited use as labels. Medium cardinality (100-10k) - tenant_id (1,200), deployment_id (3,000), region (~30). Route to Prometheus, but with a cardinality budget per ...
d1ae0972c56dec2459c9984ffca918023eec90780cb308545123e749fb10b778
Jimbock/GLM_5.2_Dataset
default
train
4,988
1
{"answer":"Theorem (Cohen, 1963). If ZFC is consistent, then ZFC + ¬CH is consistent. Proof (outline, via forcing). Assume (for clarity; assumption removable via Boolean-valued models or forcing-relation-only arguments) that there is a countable transitive model M of ZFC. Let kappa = aleph_2^M. The Cohen forcing is P =...
4f80dee787362b4725dbd613d6ebdaf2d2c8849392df7c7dc95faded243ea150
Jimbock/GLM_5.2_Dataset
default
train
4,989
1
{"answer":"Three functions. goto(u, c) = v if the trie has an edge from u labeled c (v's string = u's string + c), else 'fail' (triggering fail). fail(v) = the node corresponding to the longest proper suffix of v's string that is also a trie node (a prefix of some pattern); fail(root) = root, depth-1 nodes have fail = ...
3c6c66e80243a1cdf48e1eab0c7b317f9de44a5f50fd8fa332fccf161be41a2b
Jimbock/GLM_5.2_Dataset
default
train
4,990
1
{"answer":"```csharp\n// File: DomainEventContracts.cs (user-written)\nnamespace MyApp.DomainEvents;\npublic interface IDomainEvent { Guid EventId { get; } DateTimeOffset OccurredAt { get; } }\npublic interface IDomainEventHandler<in TEvent> where TEvent : IDomainEvent\n{\n ValueTask HandleAsync(TEvent evt, Cancella...
a61df4c9fc7ebd2f9ee3096b5c457e305c9ba8764f7aca4825fff33f071380bf
Jimbock/GLM_5.2_Dataset
default
train
4,991
1
{"answer":"Let them lead. Disabled people generally signal how much they want disability to be a topic, through what they bring up and how. If your friend mentions their disability, makes a joke about it, brings up an access issue — that's an opening. If they never bring it up, that's information — they may not want it...
73f9adb3b65ecd01672acf50b211eec987767561a2e82a89ef88c50b2967586c
Jimbock/GLM_5.2_Dataset
default
train
4,992
1
{"answer":"Big Bang nucleosynthesis produces the light elements in the first ~3 minutes. (a) Weak interactions n + nu_e <-> p + e- etc. keep n/p in equilibrium at exp(-Delta m/kT) until freeze-out at T_f approx 0.8 MeV (t approx 1 s, Gamma_weak proportional to T^5 drops below H proportional to T^2), freezing n/p approx...
a7e107e0ebd0477aa53385ccf91d6e6c582e0a94049d397de7d6fecc492d2708
Jimbock/GLM_5.2_Dataset
default
train
4,993
1
{"answer":"Below is the critical evaluation across the five axes.\n\n--- (a) Memory footprint and pod density ---\nLinkerd2-proxy idle RSS: 12-18 MB (no listeners configured). With 10 services and 100 active HTTP/2 streams: ~25 MB. Envoy idle (Istio sidecar profile): 80-100 MB. With the same 10 clusters and 100 streams...
fea30317c056aa7123876b62c8fa9972f2205f008054e4a80e9dc748cb44eab7
Jimbock/GLM_5.2_Dataset
default
train
4,994
1
{"answer":"C_AWGN = (1/2) log_2(1 + P/N) bits per channel use. Achievability: random Gaussian codebooks with joint-typicality decoding (equivalently Shannon's 1949 sphere-packing: M <= (sqrt(n(P+N))/sqrt(nN))^n = (1+P/N)^{n/2} disjoint noise balls in the receiver sphere). Converse: I(X;Y) = h(Y) - h(Z) <= (1/2)log(2 pi...
2ce91681ebb1c8fc65267429abcf80ba134173eecf3243c028d844dc0a549da1
Jimbock/GLM_5.2_Dataset
default
train
4,995
1
{"answer":"(a) BaselineRatioColumn shows the point estimate ratio (e.g., '1.23'); BaselineRatioVarianceColumn shows the 95% bootstrap percentile interval (e.g., '[1.18, 1.29]'). BDN's default summary merges them into a single 'Ratio' column showing '1.23 [1.18, 1.29]' when statistical comparison is enabled. Add them se...
4cf5178e236b7a947a7322a7db14d4f92c8f9c5b049788b9762d176c8e0bb5ac
Jimbock/GLM_5.2_Dataset
default
train
4,998
1
{"answer":"Limiting reagent: B. Product = 4.69 mol.","chain_of_thought":"<thinking>Stoichiometry: 1A + 2B -> products. Moles available: A = 7.52, B = 9.38.\nReagent A can make nA/1 = 7.52/1 = 7.52 mol product.\nReagent B can make nB/2 = 9.38/2 = 4.69 mol product.\nSmaller = 4.69 mol -> limiting reagent is B.</thinking>...
17433a4997d003362a9fe6fef48063bbde85c1a378f6d541839073de5196e8e0
Jimbock/GLM_5.2_Dataset
default
train
4,999
1
{"answer":"Theorem (Stone Duality, 1936). The category BA of Boolean algebras (with Boolean homomorphisms) is dually equivalent to the category Stone of Stone spaces (compact, Hausdorff, totally disconnected topological spaces, with continuous maps). Contravariant functors: Spec: BA -> Stone sends B to its Stone space ...
9291812f24569ff3c3bb15cec6a8cc97071eaab0d77b04d2ef0e7b9ad3a6a722
Jimbock/GLM_5.2_Dataset
default
train
5,000
1
{"answer":"(a) Phonon DOS g(omega) = (V/(2 pi^2))(1/c_L^3 + 2/c_T^3) omega^2 = (9 N/omega_D^3) omega^2, with the Debye cutoff omega_D fixed by 3 N total modes and theta_D = hbar omega_D/k_B.\n\n(b) U = integral_0^{omega_D} g(omega) hbar omega n_B(omega) d omega; low-T C_V = (12 pi^4/5) N k_B (T/theta_D)^3 (Debye T^3 la...