diff --git a/package-lock.json b/package-lock.json
index 087acdae5e..a14852439b 100644
--- a/package-lock.json
+++ b/package-lock.json
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-        "micromatch": "^3.1.8",
-        "mkdirp": "~0.5.0",
-        "neo-async": "^2.5.0",
-        "node-libs-browser": "^2.0.0",
+        "loader-runner": "^2.4.0",
+        "loader-utils": "^1.2.3",
+        "memory-fs": "^0.4.1",
+        "micromatch": "^3.1.10",
+        "mkdirp": "^0.5.1",
+        "neo-async": "^2.6.1",
+        "node-libs-browser": "^2.2.1",
         "schema-utils": "^1.0.0",
-        "tapable": "^1.1.0",
-        "terser-webpack-plugin": "^1.1.0",
-        "watchpack": "^1.5.0",
-        "webpack-sources": "^1.3.0"
+        "tapable": "^1.1.3",
+        "terser-webpack-plugin": "^1.4.1",
+        "watchpack": "^1.6.0",
+        "webpack-sources": "^1.4.1"
       },
       "dependencies": {
-        "acorn": {
-          "version": "6.1.1",
-          "resolved": "https://registry.npmjs.org/acorn/-/acorn-6.1.1.tgz",
-          "integrity": "sha512-jPTiwtOxaHNaAPg/dmrJ/beuzLRnXtB0kQPQ8JpotKJgTB6rX6c8mlf315941pyjBSaPg8NHXS9fhP4u17DpGA==",
-          "dev": true
-        },
         "ajv": {
-          "version": "6.10.0",
-          "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.0.tgz",
-          "integrity": "sha512-nffhOpkymDECQyR0mnsUtoCE8RlX38G0rYP+wgLWFyZuUyuuojSSvi/+euOiQBIn63whYwYVIIH1TvE3tu4OEg==",
+          "version": "6.10.2",
+          "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.2.tgz",
+          "integrity": "sha512-TXtUUEYHuaTEbLZWIKUr5pmBuhDLy+8KYtPYdcV8qC+pOZL+NKqYwvWSRrVXHn+ZmRRAu8vJTAznH7Oag6RVRw==",
           "dev": true,
           "requires": {
             "fast-deep-equal": "^2.0.1",
@@ -9316,12 +8310,6 @@
             "uri-js": "^4.2.2"
           }
         },
-        "ajv-keywords": {
-          "version": "3.4.0",
-          "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.4.0.tgz",
-          "integrity": "sha512-aUjdRFISbuFOl0EIZc+9e4FfZp0bDZgAdOOf30bJmw8VM9v84SHyVyxDfbWxpGYbdZD/9XoKxfHVNmxPkhwyGw==",
-          "dev": true
-        },
         "eslint-scope": {
           "version": "4.0.3",
           "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-4.0.3.tgz",
@@ -9331,40 +8319,6 @@
             "esrecurse": "^4.1.0",
             "estraverse": "^4.1.1"
           }
-        },
-        "fast-deep-equal": {
-          "version": "2.0.1",
-          "resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-2.0.1.tgz",
-          "integrity": "sha1-ewUhjd+WZ79/Nwv3/bLLFf3Qqkk=",
-          "dev": true
-        },
-        "json-parse-better-errors": {
-          "version": "1.0.2",
-          "resolved": "https://registry.npmjs.org/json-parse-better-errors/-/json-parse-better-errors-1.0.2.tgz",
-          "integrity": "sha512-mrqyZKfX5EhL7hvqcV6WG1yYjnjeuYDzDhhcAAUrq8Po85NBQBJP+ZDUT75qZQ98IkUoBqdkExkukOU7Ts2wrw==",
-          "dev": true
-        },
-        "json-schema-traverse": {
-          "version": "0.4.1",
-          "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
-          "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==",
-          "dev": true
-        },
-        "source-map": {
-          "version": "0.6.1",
-          "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz",
-          "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==",
-          "dev": true
-        },
-        "webpack-sources": {
-          "version": "1.3.0",
-          "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-1.3.0.tgz",
-          "integrity": "sha512-OiVgSrbGu7NEnEvQJJgdSFPl2qWKkWq5lHMhgiToIiN9w34EBnjYzSYs+VbL5KoYiLNtFFa7BZIKxRED3I32pA==",
-          "dev": true,
-          "requires": {
-            "source-list-map": "^2.0.0",
-            "source-map": "~0.6.1"
-          }
         }
       }
     },
@@ -9396,9 +8350,9 @@
       }
     },
     "webpack-sources": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-1.1.0.tgz",
-      "integrity": "sha512-aqYp18kPphgoO5c/+NaUvEeACtZjMESmDChuD3NBciVpah3XpMEU9VAAtIaB1BsfJWWTSdv8Vv1m3T0aRk2dUw==",
+      "version": "1.4.3",
+      "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-1.4.3.tgz",
+      "integrity": "sha512-lgTS3Xhv1lCOKo7SA5TjKXMjpSM4sBjNV5+q2bqesbSPs5FjGmU6jjtBSkX9b4qW87vDIsCIlUPOEhbZrMdjeQ==",
       "dev": true,
       "requires": {
         "source-list-map": "^2.0.0",
@@ -9414,9 +8368,9 @@
       }
     },
     "which": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/which/-/which-1.3.0.tgz",
-      "integrity": "sha512-xcJpopdamTuY5duC/KnTTNBraPK54YwpenP4lzxU8H91GudWpFv38u0CKjclE1Wi2EH2EDz5LRcHcKbCIzqGyg==",
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/which/-/which-1.3.1.tgz",
+      "integrity": "sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==",
       "dev": true,
       "requires": {
         "isexe": "^2.0.0"
@@ -9435,9 +8389,9 @@
       "dev": true
     },
     "wordwrap": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz",
-      "integrity": "sha1-J1hIEIkUVqQXHI0CJkQa3pDLyus=",
+      "version": "0.0.3",
+      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-0.0.3.tgz",
+      "integrity": "sha1-o9XabNXAvAAI03I0u68b7WMFkQc=",
       "dev": true
     },
     "worker-farm": {
@@ -9450,13 +8404,27 @@
       }
     },
     "wrap-ansi": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
-      "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=",
+      "version": "5.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-5.1.0.tgz",
+      "integrity": "sha512-QC1/iN/2/RPVJ5jYK8BGttj5z83LmSKmvbvrXPNCLZSEb32KKVDJDl/MOt2N01qU2H/FkzEa9PKto1BqDjtd7Q==",
       "dev": true,
       "requires": {
-        "string-width": "^1.0.1",
-        "strip-ansi": "^3.0.1"
+        "ansi-styles": "^3.2.0",
+        "string-width": "^3.0.0",
+        "strip-ansi": "^5.0.0"
+      },
+      "dependencies": {
+        "string-width": {
+          "version": "3.1.0",
+          "resolved": "https://registry.npmjs.org/string-width/-/string-width-3.1.0.tgz",
+          "integrity": "sha512-vafcv6KjVZKSgz06oM/H6GDBrAtz8vdhQakGjFIvNrHA6y3HCF1CInLy+QLq8dTJPQ1b+KDUqDFctkdRW44e1w==",
+          "dev": true,
+          "requires": {
+            "emoji-regex": "^7.0.1",
+            "is-fullwidth-code-point": "^2.0.0",
+            "strip-ansi": "^5.1.0"
+          }
+        }
       }
     },
     "wrappy": {
@@ -9475,15 +8443,15 @@
       }
     },
     "xtend": {
-      "version": "4.0.1",
-      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.1.tgz",
-      "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68=",
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "dev": true
     },
     "y18n": {
-      "version": "3.2.1",
-      "resolved": "https://registry.npmjs.org/y18n/-/y18n-3.2.1.tgz",
-      "integrity": "sha1-bRX7qITAhnnA136I53WegR4H+kE=",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.0.tgz",
+      "integrity": "sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==",
       "dev": true
     },
     "yallist": {
@@ -9492,11 +8460,55 @@
       "integrity": "sha1-HBH5IY8HYImkfdUS+TxmmaaoHVI=",
       "dev": true
     },
+    "yargs": {
+      "version": "12.0.5",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-12.0.5.tgz",
+      "integrity": "sha512-Lhz8TLaYnxq/2ObqHDql8dX8CJi97oHxrjUcYtzKbbykPtVW9WB+poxI+NM2UIzsMgNCZTIf0AQwsjK5yMAqZw==",
+      "dev": true,
+      "requires": {
+        "cliui": "^4.0.0",
+        "decamelize": "^1.2.0",
+        "find-up": "^3.0.0",
+        "get-caller-file": "^1.0.1",
+        "os-locale": "^3.0.0",
+        "require-directory": "^2.1.1",
+        "require-main-filename": "^1.0.1",
+        "set-blocking": "^2.0.0",
+        "string-width": "^2.0.0",
+        "which-module": "^2.0.0",
+        "y18n": "^3.2.1 || ^4.0.0",
+        "yargs-parser": "^11.1.1"
+      }
+    },
+    "yargs-parser": {
+      "version": "11.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-11.1.1.tgz",
+      "integrity": "sha512-C6kB/WJDiaxONLJQnF8ccx9SEeoTTLek8RVbaOIsrAUS8VrBEXfmeSnCZxygc+XC2sNMBIwOOnfcxiynjHsVSQ==",
+      "dev": true,
+      "requires": {
+        "camelcase": "^5.0.0",
+        "decamelize": "^1.2.0"
+      }
+    },
     "yn": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/yn/-/yn-2.0.0.tgz",
       "integrity": "sha1-5a2ryKz0CPY4X8dklWhMiOavaJo=",
       "dev": true
+    },
+    "yup": {
+      "version": "0.27.0",
+      "resolved": "https://registry.npmjs.org/yup/-/yup-0.27.0.tgz",
+      "integrity": "sha512-v1yFnE4+u9za42gG/b/081E7uNW9mUj3qtkmelLbW5YPROZzSH/KUUyJu9Wt8vxFJcT9otL/eZopS0YK1L5yPQ==",
+      "dev": true,
+      "requires": {
+        "@babel/runtime": "^7.0.0",
+        "fn-name": "~2.0.1",
+        "lodash": "^4.17.11",
+        "property-expr": "^1.5.0",
+        "synchronous-promise": "^2.0.6",
+        "toposort": "^2.0.2"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index 6f4f40eda8..3ca58cec0f 100644
--- a/package.json
+++ b/package.json
@@ -137,11 +137,11 @@
     "check-side-effects": "0.0.20",
     "color": "3.0.0",
     "colors": "1.1.2",
-    "commitizen": "^3.1.1",
+    "commitizen": "^4.0.3",
     "cross-env": "5.1.3",
     "cz-conventional-changelog": "1.2.0",
-    "dependency-cruiser": "^4.17.0",
-    "dtslint": "0.7.4",
+    "dependency-cruiser": "^4.27.3",
+    "dtslint": "^0.7.4",
     "escape-string-regexp": "1.0.5",
     "eslint": "4.17.0",
     "eslint-plugin-jasmine": "^2.10.1",
@@ -152,8 +152,8 @@
     "google-closure-compiler-js": "20170218.0.0",
     "gzip-size": "4.1.0",
     "klaw-sync": "3.0.2",
-    "lint-staged": "^9.2.5",
-    "lodash": "^4.17.11",
+    "lint-staged": "^8.1.6",
+    "lodash": "^4.17.15",
     "minimist": "1.2.0",
     "mkdirp": "0.5.1",
     "mocha": "5.0.0",
@@ -177,7 +177,7 @@
     "tslint-etc": "1.5.0",
     "tslint-no-toplevel-property-access": "0.0.2",
     "tslint-no-unused-expression-chai": "0.0.3",
-    "typescript": "^3.0.1",
+    "typescript": "3.5.3",
     "validate-commit-msg": "2.14.0",
     "webpack": "^4.31.0"
   },
diff --git a/spec-dtslint/Observable-spec.ts b/spec-dtslint/Observable-spec.ts
index e8519c6584..ee7c1b1053 100644
--- a/spec-dtslint/Observable-spec.ts
+++ b/spec-dtslint/Observable-spec.ts
@@ -74,8 +74,8 @@ describe('pipe', () => {
     const o = of('foo').pipe(a('1'), a('2'), a('3'), a('4'), a('5'), a('6'), a('7'), a('8'), a('9')); // $ExpectType Observable<"9">
   });
 
-  it('should infer {} for more than 9 arguments', () => {
-    const o = of('foo').pipe(a('1'), a('2'), a('3'), a('4'), a('5'), a('6'), a('7'), a('8'), a('9'), a('10')); // $ExpectType Observable<{}>
+  it('should infer unknown for more than 9 arguments', () => {
+    const o = of('foo').pipe(a('1'), a('2'), a('3'), a('4'), a('5'), a('6'), a('7'), a('8'), a('9'), a('10')); // $ExpectType Observable<unknown>
   });
 
   it('should require a type assertion for more than 9 arguments', () => {
@@ -119,7 +119,7 @@ describe('pipe', () => {
   });
 
   it('should not enforce types beyond the 9th argument', () => {
-    const o = of('foo').pipe(a('1'), a('2'), a('3'), a('4'), a('5'), a('6'), a('7'), a('8'), a('9'), a('#', '10')); // $ExpectType Observable<{}>
+    const o = of('foo').pipe(a('1'), a('2'), a('3'), a('4'), a('5'), a('6'), a('7'), a('8'), a('9'), a('#', '10')); // $ExpectType Observable<unknown>
   });
 
   it('should support operators that return generics', () => {
diff --git a/spec-dtslint/observables/combineLatest-spec.ts b/spec-dtslint/observables/combineLatest-spec.ts
index 6ffc80e310..2360db11a3 100644
--- a/spec-dtslint/observables/combineLatest-spec.ts
+++ b/spec-dtslint/observables/combineLatest-spec.ts
@@ -40,8 +40,8 @@ it('should accept 6 params', () => {
   const o = combineLatest(a, b, c, d, e, f); // $ExpectType Observable<[A, B, C, D, E, F]>
 });
 
-it('should result in Observable<{}> for 7 or more params', () => {
-  const o = combineLatest(a, b, c, d, e, f, g); // $ExpectType Observable<{}>
+it('should result in Observable<unknown> for 7 or more params', () => {
+  const o = combineLatest(a, b, c, d, e, f, g); // $ExpectType Observable<unknown>
 });
 
 it('should accept union types', () => {
diff --git a/spec-dtslint/observables/concat-spec.ts b/spec-dtslint/observables/concat-spec.ts
index c441684b88..6549c2551f 100644
--- a/spec-dtslint/observables/concat-spec.ts
+++ b/spec-dtslint/observables/concat-spec.ts
@@ -28,8 +28,8 @@ it('should accept more than 6 params', () => {
   const o = concat(of(1), of(2), of(3), of(4), of(5), of(6), of(7), of(8), of(9)); // $ExpectType Observable<number>
 });
 
-it('should return Observable<{}> for more than 6 different types of params', () => {
-  const o = concat(of(1), of('a'), of(2), of(true), of(3), of([1, 2, 3]), of(4)); // $ExpectType Observable<{}>
+it('should return Observable<unknown> for more than 6 different types of params', () => {
+  const o = concat(of(1), of('a'), of(2), of(true), of(3), of([1, 2, 3]), of(4)); // $ExpectType Observable<unknown>
 });
 
 it('should accept scheduler after params', () => {
diff --git a/spec-dtslint/observables/race-spec.ts b/spec-dtslint/observables/race-spec.ts
index e31f1465f2..ff7e83aae0 100644
--- a/spec-dtslint/observables/race-spec.ts
+++ b/spec-dtslint/observables/race-spec.ts
@@ -47,14 +47,14 @@ describe('race(a, b, c)', () => {
     const o = race(a, a, a, a, a, a, a, a, a, a, a, a, a, a); // $ExpectType Observable<number>
   });
 
-  it('should return {} for 6 or more arguments of different types', () => {
+  it('should return unknown for 6 or more arguments of different types', () => {
     const a = of(1);
     const b = of('a');
     const c = of(true);
     const d = of([1, 2, 3]);
     const e = of(['blah']);
     const f = of({ foo: 'bar' });
-    const o = race(a, b, c, d, e, f); // $ExpectType Observable<{}>
+    const o = race(a, b, c, d, e, f); // $ExpectType Observable<unknown>
   });
 });
 
@@ -107,7 +107,7 @@ describe('race([a, b, c])', () => {
     const d = of([1, 2, 3]);
     const e = of(['blah']);
     const f = of({ foo: 'bar' });
-    const o = race([a, b, c, d, e, f]); // $ExpectType Observable<{}>
+    const o = race([a, b, c, d, e, f]); // $ExpectType Observable<unknown>
   });
 });
 
diff --git a/spec-dtslint/operators/distinct-spec.ts b/spec-dtslint/operators/distinct-spec.ts
index f4d8f8ea29..3386ce2bd0 100644
--- a/spec-dtslint/operators/distinct-spec.ts
+++ b/spec-dtslint/operators/distinct-spec.ts
@@ -7,7 +7,7 @@ it('should infer correctly', () => {
 
 it('should accept a keySelector', () => {
   interface Person { name: string; }
-  const o = of<Person>({ name: 'Tim' }).pipe(distinct(person => person.name)); // $ExpectType Observable<Person>
+  const o = of({ name: 'Tim' } as Person).pipe(distinct(person => person.name)); // $ExpectType Observable<Person>
 });
 
 it('should accept flushes', () => {
diff --git a/spec-dtslint/operators/filter-spec.ts b/spec-dtslint/operators/filter-spec.ts
index c307c39aca..80119a77d3 100644
--- a/spec-dtslint/operators/filter-spec.ts
+++ b/spec-dtslint/operators/filter-spec.ts
@@ -55,5 +55,5 @@ it('should support inference from a return type with Boolean as a predicate', ()
   }
 
   const i$: Observable<I> = of();
-  const s$: Observable<string> = i$.pipe(map(i => i.a), filter(Boolean)); // $ExpectType Observable<string>
+  const s$ = i$.pipe(map(i => i.a), filter(Boolean)); // $ExpectType Observable<string>
 });
\ No newline at end of file
diff --git a/spec-dtslint/operators/onErrorResumeNext-spec.ts b/spec-dtslint/operators/onErrorResumeNext-spec.ts
index ae75ccb7c9..64e9c27f14 100644
--- a/spec-dtslint/operators/onErrorResumeNext-spec.ts
+++ b/spec-dtslint/operators/onErrorResumeNext-spec.ts
@@ -43,7 +43,7 @@ it('should accept six inputs', () => {
 });
 
 it('should accept seven and more inputs', () => {
-  const o = of('apple', 'banana', 'peach').pipe(onErrorResumeNext(of(1), of(2), of('3'), of('4'), of(5), of('6'), of(7))); // $ExpectType Observable<string | {}>
+  const o = of('apple', 'banana', 'peach').pipe(onErrorResumeNext(of(1), of(2), of('3'), of('4'), of(5), of('6'), of(7))); // $ExpectType Observable<unknown>
   const p = of('apple', 'banana', 'peach').pipe(onErrorResumeNext<string, string | number>(of(1), of(2), of('3'), of('4'), of(5), of('6'), of(7))); // $ExpectType Observable<string | number>
 });
 
diff --git a/spec-dtslint/operators/pluck-spec.ts b/spec-dtslint/operators/pluck-spec.ts
index 86a11bec8f..d257f26d9b 100644
--- a/spec-dtslint/operators/pluck-spec.ts
+++ b/spec-dtslint/operators/pluck-spec.ts
@@ -26,7 +26,7 @@ it('should support nested object of 6 layer depth', () => {
 });
 
 it('should support nested object of more than 6 layer depth', () => {
-  const a = of({ a: { b: { c: { d: { e: { f: { name: 'abc' } } } } } } }).pipe(pluck('a', 'b', 'c', 'd', 'e', 'f', 'name')); // $ExpectType Observable<{}>
+  const a = of({ a: { b: { c: { d: { e: { f: { name: 'abc' } } } } } } }).pipe(pluck('a', 'b', 'c', 'd', 'e', 'f', 'name')); // $ExpectType Observable<unknown>
 });
 
 it('should accept existing keys only', () => {
diff --git a/spec-dtslint/operators/publish-spec.ts b/spec-dtslint/operators/publish-spec.ts
index d68ef8331f..64fc468a3d 100644
--- a/spec-dtslint/operators/publish-spec.ts
+++ b/spec-dtslint/operators/publish-spec.ts
@@ -2,11 +2,7 @@ import { of, Observable } from 'rxjs';
 import { publish } from 'rxjs/operators';
 
 it('should support empty parameter', () => {
-  // Here, TypeScript versions 3.1 and earlier infer Observable<any>. However,
-  // the next version infers Observable<number>. It's not possible to specify
-  // an upper bound for the TypeScript version used by dtslint, so an
-  // expectation cannot be applied.
-  const a = of(1, 2, 3).pipe(publish()); // $ExpectType Observable<any>
+  const a = of(1, 2, 3).pipe(publish()); // $ExpectType Observable<number>
 });
 
 it('should infer when type is specified', () => {
diff --git a/spec-dtslint/operators/publishLast-spec.ts b/spec-dtslint/operators/publishLast-spec.ts
index 642f5e0898..22928a5f57 100644
--- a/spec-dtslint/operators/publishLast-spec.ts
+++ b/spec-dtslint/operators/publishLast-spec.ts
@@ -2,11 +2,7 @@ import { of } from 'rxjs';
 import { publishLast } from 'rxjs/operators';
 
 it('should accept empty parameter', () => {
-  // Here, TypeScript versions 3.1 and earlier infer Observable<any>. However,
-  // the next version infers Observable<number>. It's not possible to specify
-  // an upper bound for the TypeScript version used by dtslint, so an
-  // expectation cannot be applied.
-  const a = of(1, 2, 3).pipe(publishLast()); // $ExpectType Observable<any>
+  const a = of(1, 2, 3).pipe(publishLast()); // $ExpectType Observable<number>
 });
 
 it('should infer when type is specified', () => {
diff --git a/spec-dtslint/operators/reduce-spec.ts b/spec-dtslint/operators/reduce-spec.ts
index 1897fadb58..a2af718168 100644
--- a/spec-dtslint/operators/reduce-spec.ts
+++ b/spec-dtslint/operators/reduce-spec.ts
@@ -31,9 +31,8 @@ it('should accept seed parameter of a different type', () => {
 });
 
 it('should act appropriately with no seed', () => {
-  // Because an observable of one value will just pass that value directly through the reducer,
-  // the below could be a number or a string.
-  const a = of(1, 2, 3).pipe(reduce((a: any, v) => '' + v)); // $ExpectType Observable<string | number>
+  // Starting in TS 3.5, the return type is inferred from the accumulator's type if it's provided without a seed.
+  const a = of(1, 2, 3).pipe(reduce((a: any, v) => '' + v)); // $ExpectType Observable<any>
   const b = of(1, 2, 3).pipe(reduce((a, v) => v)); // $ExpectType Observable<number>
   const c = of(1, 2, 3).pipe(reduce(() => {})); // $ExpectType Observable<number | void>
 });
diff --git a/spec-dtslint/operators/scan-spec.ts b/spec-dtslint/operators/scan-spec.ts
index 553813f98f..3d3f1b9957 100644
--- a/spec-dtslint/operators/scan-spec.ts
+++ b/spec-dtslint/operators/scan-spec.ts
@@ -31,9 +31,8 @@ it('should accept seed parameter of a different type', () => {
 });
 
 it('should act appropriately with no seed', () => {
-  // Because an observable of one value will just pass that value directly through the reducer,
-  // the below could be a number or a string.
-  const a = of(1, 2, 3).pipe(scan((a: any, v) => '' + v)); // $ExpectType Observable<string | number>
+  // Starting in TS 3.5, the return type is inferred from the accumulator's type if it's provided without a seed.
+  const a = of(1, 2, 3).pipe(scan((a: any, v) => '' + v)); // $ExpectType Observable<any>
   const b = of(1, 2, 3).pipe(scan((a, v) => v)); // $ExpectType Observable<number>
   const c = of(1, 2, 3).pipe(scan(() => {})); // $ExpectType Observable<number | void>
 });
diff --git a/spec-dtslint/operators/withLatestFrom-spec.ts b/spec-dtslint/operators/withLatestFrom-spec.ts
index 72befe4788..0334de2f80 100644
--- a/spec-dtslint/operators/withLatestFrom-spec.ts
+++ b/spec-dtslint/operators/withLatestFrom-spec.ts
@@ -51,7 +51,7 @@ describe('withLatestFrom', () => {
       const e = of('j', 'k', 'l');
       const f = of('m', 'n', 'o');
       const g = of('p', 'q', 'r');
-      const res = a.pipe(withLatestFrom(b, c, d, e, f, g)); // $ExpectType Observable<{}>
+      const res = a.pipe(withLatestFrom(b, c, d, e, f, g)); // $ExpectType Observable<unknown>
     });
   });
 
diff --git a/spec-dtslint/operators/zip-spec.ts b/spec-dtslint/operators/zip-spec.ts
index f798bf929e..0d45d3ab5a 100644
--- a/spec-dtslint/operators/zip-spec.ts
+++ b/spec-dtslint/operators/zip-spec.ts
@@ -4,7 +4,7 @@ import { zip } from 'rxjs/operators';
 it('should support rest parameter observables', () => {
   const o = of(1); // $ExpectType Observable<number>
   const z = [of(2)]; // $ExpectType Observable<number>[]
-  const a = o.pipe(zip(...z)); // $ExpectType Observable<{}>
+  const a = o.pipe(zip(...z)); // $ExpectType Observable<unknown>
 });
 
 it('should support rest parameter observables with type parameters', () => {
diff --git a/spec-dtslint/util/pipe-spec.ts b/spec-dtslint/util/pipe-spec.ts
index b08141ed2d..b063348b47 100644
--- a/spec-dtslint/util/pipe-spec.ts
+++ b/spec-dtslint/util/pipe-spec.ts
@@ -21,8 +21,8 @@ function a<I extends string, O extends string>(input: I, output: O): UnaryFuncti
   return i => output;
 }
 
-it('should infer {} for no arguments', () => {
-  const o = pipe(); // $ExpectType UnaryFunction<{}, {}>
+it('should infer unknown for no arguments', () => {
+  const o = pipe(); // $ExpectType UnaryFunction<unknown, unknown>
 });
 
 it('should infer for 1 argument', () => {
@@ -115,12 +115,12 @@ it('should return an explicit Observable type', () => {
   const o = of('foo').pipe(staticPipe); // $ExpectType Observable<string>
 });
 
-it('should return Observable<{}> when T cannot be inferred', () => {
+it('should return Observable<unknown> when T cannot be inferred', () => {
   const customOperator = <T>() => (a: Observable<T>) => a;
 
-  // type can't be possibly be inferred here, so it's {} instead of T.
+  // type can't be possibly be inferred here
   const staticPipe = pipe(customOperator());
-  const o = of('foo').pipe(staticPipe); // $ExpectType Observable<{}>
+  const o = of('foo').pipe(staticPipe); // $ExpectType Observable<unknown>
 });
 
 it('should return a non-narrowed type', () => {
diff --git a/src/internal/Observable.ts b/src/internal/Observable.ts
index cb6dc01cd9..3decd66e47 100644
--- a/src/internal/Observable.ts
+++ b/src/internal/Observable.ts
@@ -315,7 +315,7 @@ export class Observable<T> implements Subscribable<T> {
   pipe<A, B, C, D, E, F, G>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>, op4: OperatorFunction<C, D>, op5: OperatorFunction<D, E>, op6: OperatorFunction<E, F>, op7: OperatorFunction<F, G>): Observable<G>;
   pipe<A, B, C, D, E, F, G, H>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>, op4: OperatorFunction<C, D>, op5: OperatorFunction<D, E>, op6: OperatorFunction<E, F>, op7: OperatorFunction<F, G>, op8: OperatorFunction<G, H>): Observable<H>;
   pipe<A, B, C, D, E, F, G, H, I>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>, op4: OperatorFunction<C, D>, op5: OperatorFunction<D, E>, op6: OperatorFunction<E, F>, op7: OperatorFunction<F, G>, op8: OperatorFunction<G, H>, op9: OperatorFunction<H, I>): Observable<I>;
-  pipe<A, B, C, D, E, F, G, H, I>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>, op4: OperatorFunction<C, D>, op5: OperatorFunction<D, E>, op6: OperatorFunction<E, F>, op7: OperatorFunction<F, G>, op8: OperatorFunction<G, H>, op9: OperatorFunction<H, I>, ...operations: OperatorFunction<any, any>[]): Observable<{}>;
+  pipe<A, B, C, D, E, F, G, H, I>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>, op4: OperatorFunction<C, D>, op5: OperatorFunction<D, E>, op6: OperatorFunction<E, F>, op7: OperatorFunction<F, G>, op8: OperatorFunction<G, H>, op9: OperatorFunction<H, I>, ...operations: OperatorFunction<any, any>[]): Observable<unknown>;
   /* tslint:enable:max-line-length */
 
   /**
diff --git a/src/internal/observable/race.ts b/src/internal/observable/race.ts
index 6881e8b4ca..c01bcbc604 100644
--- a/src/internal/observable/race.ts
+++ b/src/internal/observable/race.ts
@@ -16,7 +16,7 @@ export function race<A, B, C>(arg: [ObservableInput<A>, ObservableInput<B>, Obse
 export function race<A, B, C, D>(arg: [ObservableInput<A>, ObservableInput<B>, ObservableInput<C>, ObservableInput<D>]): Observable<A | B | C | D>;
 export function race<A, B, C, D, E>(arg: [ObservableInput<A>, ObservableInput<B>, ObservableInput<C>, ObservableInput<D>, ObservableInput<E>]): Observable<A | B | C | D | E>;
 export function race<T>(arg: ObservableInput<T>[]): Observable<T>;
-export function race(arg: ObservableInput<any>[]): Observable<{}>;
+export function race(arg: ObservableInput<any>[]): Observable<unknown>;
 
 export function race<A>(a: ObservableInput<A>): Observable<A>;
 export function race<A, B>(a: ObservableInput<A>, b: ObservableInput<B>): Observable<A | B>;
@@ -26,9 +26,9 @@ export function race<A, B, C, D, E>(a: ObservableInput<A>, b: ObservableInput<B>
 // tslint:enable:max-line-length
 
 export function race<T>(observables: ObservableInput<T>[]): Observable<T>;
-export function race(observables: ObservableInput<any>[]): Observable<{}>;
+export function race(observables: ObservableInput<any>[]): Observable<unknown>;
 export function race<T>(...observables: ObservableInput<T>[]): Observable<T>;
-export function race(...observables: ObservableInput<any>[]): Observable<{}>;
+export function race(...observables: ObservableInput<any>[]): Observable<unknown>;
 
 /**
  * Returns an Observable that mirrors the first source Observable to emit an item.