Introducing the File Search Tool in the Gemini API, our hosted RAG solution with free storage and free query time embeddings 💾 We are super excited about this new approach and think it will dramatically simplify the path to context aware AI systems, more details in 🧵

“AI can’t do anything useful yet” - Waymo or Tesla can literally drive you around autonomously - ChatGPT can answer any question, write essays, code, analyze data, create business plans, etc. - Meta is releasing AI assisted Ray Bans - Apple’s new AirPods can instantly translate live conversations - OpenAI’s Sora and Google Veo can generate entire lifelike videos from a single text prompt - ChatGPT voice feature can handle full length conversations on any topic - Palantir’s AI Platform is being used across the U.S. military, healthcare, and Fortune 500 companies to make real time operational decisions from battlefield logistics to predicting supply chain failures - Adobe’s Firefly can create professional grade images in seconds - Microsoft Copilot can analyze massive spreadsheets in seconds, summarize complex data, and even build automated dashboards And we’re just three years in. Imagine what we’ll have 2-5 years from now. This type of technology takes time. I don’t understand why people expect fully functional humanoid robotics, autonomous planes, and other insane futuristic products just three years after AI was introduced to the masses. It will only get crazier from here.

It's actually mysterious how many smart single people there are that cannot find a partner. So many people want a well-defined thing, and that thing exists in droves, and they cannot find it. Also it's each-other.

Why did ALL Mag 7 slow US hiring at the EXACT same time? (Hint: It's not the economy) The hiring drop is synchronized across Apple, Google, Meta, Microsoft, Amazon, Tesla, AND NVIDIA. All slammed the brakes in late-2022/early-2023... and never let go. We’re not seeing a reversion to old patterns. CEOs AI-wash layoffs to pump stock - real reason? $420B capex redirected to offshore GCCs (70% savings). Mag7 bombshells: - Microsoft: 15K US cuts → India (especially Hyderabad/Bengaluru GCCs) was explicitly spared layoffs and saw massive expansion via $3B+ cloud investments, data centers, and hiring in strategic areas. - Google: Thousands laid off in 2025 (HR/Cloud/Android teams) while Pichai pours $15B into Visakhapatnam hub - briefed PM Modi Oct 14 - Amazon: 14K managers gone → GCCs (Chennai, Hyderabad) are expanding with AWS/offshore boom - Meta: 20K+ cuts → India hiring up (Blind: "massive outsourcing") US tech postings -36% below pre-COVID. India? +47%. We all feel the pressure in the labor market for US workers right now. Bookmark if you are pissed at the gaslighting. Let's start watching these levels every single month.

Yet another reminder that public markets are starving for innovative small-cap companies.

Technological innovation can be a form of participation in the divine act of creation. It carries an ethical and spiritual weight, for every design choice expresses a vision of humanity. The Church therefore calls all builders of #AI to cultivate moral discernment as a fundamental part of their work—to develop systems that reflect justice, solidarity, and a genuine reverence for life.

Storytelling as a service.

Introducing Nested Learning: A new ML paradigm for continual learning that views models as nested optimization problems to enhance long context processing. Our proof-of-concept model, Hope, shows improved performance in language modeling. Learn more: goo.gle/47LJrzI @GoogleAI

STORYTELLING AS A SERVICE is the hottest girl at the party right now

Doing magic mushrooms this Sunday. Protocol + dose: 5 grams + frequency: 1x/mo for 3 mo + objective: exploring longevity effects Measurement + 249 independent biomarkers + 29 vials of blood + brain scans + urine, stool, saliva, fertility + multi-omics profiling (DNA, epigenetics, metabolism, hormones, microbiome, proteins, cognition) Cardiovascular + LDL-C + HDL-C + Triglycerides + Total cholesterol + Apolipoprotein B + Apolipoprotein A-1 + Lipoprotein(a) + LDL-P + HDL-P + Small LDL-P + LDL size + Large VLDL-P + Large HDL-P + VLDL size + HDL size + LP-IR score + Oxidized LDL + Lp-PLA2 activity + Myeloperoxidase (MPO) + Homocysteine + VEGF Hematology + WBC + RBC + Hemoglobin + Hematocrit + MCV + MCH + MCHC + RDW + Platelets + Neutrophils + Lymphocytes + Monocytes + Eosinophils + Basophils + Immature granulocytes + Erythropoietin (EPO) + ABO/Rh typing Hormonal + Thyroid panel with TSH + Free T4 + Testosterone + Dihydrotestosterone (DHT) + 5α-DHT + Prolactin + Estradiol + LH + FSH + Estrone (E1) + Estriol (E3) + Androstenedione + Androsterone + 5β-Androstanediol + Etiocholanolone + Cortisol + Cortisone + DHEA + DHEA-S + Pregnenolone + IGF-1 + Melatonin (6-hydroxymelatonin sulfate) Metabolic + Glucose + Insulin + Hemoglobin A1c + α-Hydroxybutyrate + β-Hydroxybutyrate + Uric acid Kidney + BUN + Creatinine + eGFR + BUN/Creatinine ratio + Cystatin C + Urinalysis (specific gravity, pH, color, appearance, leukocyte esterase, protein, glucose, ketones, occult blood, bilirubin, urobilinogen, nitrite, WBC [hpf], RBC [hpf], epithelial cells, casts, bacteria) + Albumin/Creatinine ratio Pancreatic + Total protein + Albumin + Globulin + Total bilirubin + Alkaline phosphatase + AST + ALT + GGT + Amylase + Lipase Minerals + Sodium + Potassium + Chloride + CO₂ (bicarbonate) + Calcium + Magnesium + Iron + TIBC + UIBC + Iron saturation + Ferritin + Zinc Vitamins + Vitamin B12 + 25-hydroxy Vitamin D + Coenzyme Q10 + α-Tocopherol + β-Carotene + Glutathione + Total glutathione Amino Acids + Cysteine + Methionine + Taurine + Glycine + Serine + Threonine + Alanine + Valine + Leucine + Isoleucine + Phenylalanine + Tyrosine + Tryptophan Inflammation + Interleukin-6 (IL-6) + Interleukin-10 (IL-10) + Tumor Necrosis Factor-α (TNF-α) + Rheumatoid factor (RF) + ANA by IFA + Calprotectin (GI inflammation), + Secretory IgA (mucosal immunity) Neurology + P-tau217 + Epinephrine metabolites (metanephrine, normetanephrine) + Homovanillate (HVA) + Vanilmandelate (VMA) + 5-Hydroxyindoleacetate (5-HIAA) Toxicology + Lead + Lithium Urology + PSA total Fertility + Total Motile Count + Sample Volume + Concentration + Motility + Morphology + Count Metabolomics + Citrate + cis-Aconitate + Isocitrate + α-Ketoglutarate + Succinate + Fumarate + Malate + Pyruvate + Lactate + 2-Hydroxyglutarate, + Hydroxymethylglutarate, + 3-Methylglutaconate, + 2-Methylsuccinate + Formiminoglutamate (FIGLU), + Methylmalonate (MMA), + Xanthurenate + Kynurenate, + Quinolinic acid + Glucarate, + 8-Hydroxy-2′-deoxyguanosine (8-OHdG), + Pyroglutamate + 3-Hydroxyphenylacetate, + 4-Hydroxyphenylacetate, + 2-Hydroxyphenylacetic acid + 4-Cresol, + p-Hydroxybenzoate, + Benzoate, + Hippurate/Hippuric acid + Phenylacetate/Phenylacetic acid, + Indoleacetate/Indoleacetic acid + Arabinose, + Citramalic acid, + α-Hydroxyisobutyric acid Microbiome + Bacteroides fragilis + Bacteroides vulgatus + Faecalibacterium prausnitzii + Akkermansia muciniphila + Roseburia spp. + Eubacterium rectale + Lactobacillus spp. + Bifidobacterium spp. + Escherichia coli + Clostridium difficile + Enterococcus faecalis + Candida albicans + Saccharomyces boulardii + Prevotella copri + Ruminococcus spp. + Methanobrevibacter smithii + Blautia spp. + Proteobacteria spp. + Firmicutes/Bacteroidetes ratio + Beta-glucuronidase + Butyrate + Propionate + Acetate Aging & Epigenetics + Telomere length + Relative telomerase activity + DNA methylation age + DNA methylation levels at CpG sites associated with biological aging + Glucocorticoid receptor methylation (NR3C1) + SIRT1 methylation + MTOR methylation + Oxidative stress response genes (NFE2L2 promoter methylation) Cognitive + Brain age score + Functional connectivity strength + Global connectivity index + Hemodynamic response amplitude + Hemodynamic response latency + Resting-state oxygenated hemoglobin (HbO) concentration + Resting-state deoxygenated hemoglobin (HbR) concentration + Total hemoglobin (HbT) concentration + Oxygen saturation (O₂Sat) + Cerebral blood volume (CBV) + Cerebral blood flow (CBF) + Neurovascular coupling index + Prefrontal cortex oxygenation + Parietal cortex oxygenation + Temporal cortex oxygenation + Occipital cortex oxygenation + Task-evoked hemodynamic response (HbO/HbR) + Temporal autocorrelation of hemodynamics + Functional brain network modularity + Inter-regional coherence + Brain lateralization index + Oscillatory power (slow cortical fluctuations) + Phase synchronization index + Mean reaction time (during cognitive tasks) + Reaction time variability + Heart-rate variability (HRV) + Resting heart rate