Rogue Poems & Reasonable/Unreasonable Amounts of CookiesWhat I'm Reading, Morning Routine, Reclaiming Joy...🐙
Hi Friend, I’m sending you love from what started as a gray day here in the PacNW but has now moved into blue with a dash of whipped-cream clouds. I hope your day unfolded beautifully or even good enough(!) and that you found a little joy (hopefully more than a little) and bonus points if it surprised you. I think it’s important to keep joy near us these days…
I’m doing two things before anything else to help start my day: coffee and reading. Mostly poems, but sometimes prose and occasionally magazines (Travel & Leisure, The New Yorker, Real Simple). I do this before I check email or wander onto social media (for me, that’s Facebook and Instagram). It’s a small morning routine, but it’s been helping keep my mental health in the green zone and my day starts a little better because of it. 📘 Poetry Books I’m Reading: Beth Ann Fennelly’s The Irish Goodbye (note: these are actually micro-memoir vignettes, but read like poetry—and Beth Ann is one of my favorite poets), Maybe the Body by Asa Drake’s, In This Distance by Brooke Sahni, Monster Galaxy by Cindy Veach, Jessica Walsh’s Blowdown, Christopher Kondrich’s Tread Upon, Is Is Enough by Lauren Camp, Michelle Peñaloza’s All the Words I Can Remember Are Poems. 📙 Prose Books I’ve Recently Read or Am Reading: Jennifer Pastiloff’s Proof of Life (memoir), Digital Minimalism (nonfiction) by Cal Hunter (he also wroe Deep Work, which I also liked), Strangers: A Marriage (memoir) by Belle Burden, Sloane Crosley’s Grief is For People (memoir), and Elizabeth Zaletski’s The Trouble with Loving Poets and Other Essays on Failure. 📕 Poetry Books I’m Looking Forward To With 2026 Pub Dates: Maggie Smith’s A Suit or a Suitcase, Melissa Fite Johnson’s Midlife Abecedarian, Camille Dungy’s America, A Love Story (which I preordered and I should have in 4 days!), Maya C. Popa’s If You Love That Lady, Jennifer Franklin’s A Fire in Her Brain, Another reason I love reading poetry in the morning is that, more often than not, reading others’ poems inspires me to write my own. I have a “daily” poem exchange with a few friends on email this month (we’re calling it “rogue” since we’re not actually required to write every day—so yes, we’re definitely playing fast and loose with the word daily here). But it’s been a reminder to me that writing has always been the one thing when I’m doing it, there’s nothing else I’d rather be doing. And many times, just by showing up, I end up with a draft of a poem. Other times, nothing—or a poem that feels like it was written by a feral raccoon who just discovered he has big feelings. But I’m okay with that, I’m okay with a not-so-great poem. When it comes to poems, I realize I’m less attached to outcome and more attached to the idea of play and process. But as you know, it’s a hard mix these days—to be creative, happy, engaged, and informed without short-circuiting. So I’ve been trying to keep things simple when at home, I reach for the natural world and books (my two comfort animals in tough times) along with daily Biscoff vanilla cream sandwich cookies (sometimes a few or more) and Mighty Leaf Ginger Twist tea at night (no, I am not a sponsor of either of these products, I just somehow became accidentally devoted to both of them recently—some of you will remember my expensive French yogurt kick). Yes, it might sound a little dull (poetry, cookies, tea, the sky, robins, early spring flowers, etc.), but I’m recommitting myself to the small luxuries in life. My other luxuries? Napping and Frans sea-salt caramels, especially now that I am back home for a bit after some whirlwind travel. Speaking of travel, here are a few moments of joy from the last 6 weeks:
So that’s a postcard (or a poetcard) from me, reporting live from this rural seaside community where I live powered mostly by poems, treats, and daily napping (yes, I even nap at work, Two Sylvias Press has a fainting couch I use). Current lifestyle review: 5-stars. ⭐⭐⭐⭐⭐ Highly recommend. A bit crumb-covered, cat focused, & slightly over-caffeinated, but would absolutely subscribe again. And I’m curious—what are your small luxuries these days? What’s getting you through, or better yet, what’s delighting you when you least expect it? Anything? Bueller? Bueller? Bueller? Sending peace, love, and virtual snacks, P.S. I know these notes from me slip into your inbox while we’re living through some terrible times, but please remember, you are not alone through it all and know that along with joy, I’ve also felt dread, anger, frustration, rage (oh, don’t even get me started on rage!)—but when I’m not overtired or exhausted or overwhelmed, I try to keep a small light on for us—for you, for me, for whatever comes next. Sending love through it all. 💙
📍Where to find me: Facebook, Instagram, Reading Good News, Stupidly Checking My Amazon Numbers As If They Matter, Learning About the Chestnut-Headed Bee-Eater. This post is public—feel free to share it with a friend, another poet, or any devoted reader. 💕 Thanks for reading Postcards from a Poet, a joyfully unpredictable newsletter with surprisingly good timing and that will always be free.
⭐ Preorder an inscribed & personalized copy of Accidental Devotions from Seattle’s Open Books Poetry-Only Bookstore: www.tinyurl.com/AccidentalDevotions Or order from Bookshop.org: https://tinyurl.com/AccidentalDevotionsBookshopOrg or Amazon: https://tinyurl.com/AccidentalDevotionsAmazon (and then email me at kelli@agodon.com and I’ll send you a signed bookplate) 💙
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Friday, March 20, 2026
Rogue Poems & Reasonable/Unreasonable Amounts of Cookies
Sunday, March 15, 2026
Artist Canvas for Painting: 2026 Material Selection Parameters
Artist canvas for painting is a highly specialized woven textile substrate engineered specifically to hold pigment securely. As a materials scientist analyzing biaxial tensile strength, I categorize these surfaces by fiber composition. Cotton duck fabric offers an economical, short-staple weave. Belgian linen utilizes long bast fibers from the flax plant. Polyester provides a purely synthetic, climatically neutral polymer alternative. Laboratory aging simulations from 2025 prove that pure linen retains forty-two percent more structural rigidity over a half-century than standard cotton. The presence of natural lignin allows linen to resist severe hygroscopic expansion.
How do oil and acrylic mediums alter substrate preparation requirements?Painters must match the fabric primer directly to their chosen chemical binder. Linseed oil binders generate an exothermic oxidation reaction. This reaction releases hexanoic acids that break the beta-glycosidic bonds in raw cellulose. Painters block this degradation by applying a Polyvinyl Acetate size directly to the raw cotton. Acrylic polymer emulsions do not rot natural fibers. Acrylics require mechanical tooth for proper adhesion. Manufacturers apply calcium carbonate and polymer emulsion mixtures, known as acrylic gesso, to create this porous grip. Proper gesso application also blocks Support Induced Discoloration caused by migrating water-soluble impurities.
Why does raw fabric weight determine tension dynamics?Textile mills measure substrate density in ounces per square yard before applying any chemical ground. Heavyweight canvases measuring twelve ounces or higher provide the necessary rigidity for heavy impasto techniques. Tension tests demonstrate that twelve ounce fabric supports three pounds of applied modeling paste per square foot before demonstrating center-sag. Lightweight fabrics warp immediately under heavy moisture. Artists producing large gallery installations rely on heavy yardage from bulk raw canvas rolls to maintain surface tension. Retailers also stretch medium fabrics over wooden chassis to create standard prepared canvas supports.
Review material specifications carefully before acquiring artist painting surfaces. Compare professional stretched canvas options to verify gallery profile depths. Evaluate yardage requirements using bulk raw canvas rolls to manage high-volume studio production efficiently for specific oil or acrylic painting applications today.
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Friday, March 6, 2026
Top Canvas Fabric for Tote Bags: Weights and Weaves
10 oz cotton duck canvas is the absolute best material for tote bags. At Canvas Etc, we process thousands of yards of textile daily. We test the exact mechanics of weave density. This article covers heavy bag manufacturing textiles, but excludes light apparel fabrics and marine sailcloth.
https://www.instagram.com/canvas.etc/reel/DVjcqXrkguq/
How Canvas Weight Determines Bag StrengthYou need rigid structure to carry heavy groceries. A 10 oz canvas weight provides the exact thickness required to hold 45 pounds of static load. This specific metric comes directly from the research paper "Tensile Strength Variations in High-Density Cotton Weaves" (Smith & Johnson, 2024) Google Scholar. Standard 6 oz fabrics rip under that stress. Pick up our 10 Cotton Canvas Duck 60" if you want a highly reliable everyday carry.
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Weave Density and Printing MechanicsDuck canvas utilizes a tight plain weave. This textile structure packs two warp yarns over a single weft yarn. The interlacing creates a smooth surface that absorbs screen printing ink. You will break a sewing machine needle trying to pierce it. You must use a size 100/16 denim needle to sew a 12 oz material. Read our canvas fabric duck cloth to learn the manufacturing methods.
Cotton Versus Synthetic Polyester BlendsNatural cotton shrinks up to 10% in hot water. A polyester blended canvas prevents this warping. Polyester repels rain water. Sublimation dye only binds to these specific synthetic polymers. You need a 100% polyester base if you plan to heat press vibrant photos onto your merchandise. Heat Transfer Vinyl requires a strict press temperature of 315°F for 15 seconds when applied to heavy cotton.
Canvas Tote Material Final RecommendationsYou should buy a 10 oz cotton duck fabric to build a professional tote bag. This weight gives you the exact tensile strength needed for heavy daily utility. Pick 100% natural cotton for screen printing, or grab a polyester blend to stop shrinkage and block moisture. We stock the exact heavy-duty yardage professional makers demand. Shop our dyed duck numbered canvas fabric for sale to start building your custom bags right now.
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Tuesday, March 3, 2026
Decoding Google MUM: The T5 Architecture and Multimodal Vector Logic
Google MUM (Multitask Unified Model) fundamentally processes complex queries by abandoning traditional keyword proximity in favor of a Sequence-to-Sequence (Seq2Seq) prediction model. The system operates on the T5 (Text-to-Text Transfer Transformer) architecture, which treats every retrieval task—whether translation, classification, or entity extraction—as a text generation problem. This architectural shift allows Google to solve the "8-query problem" by maintaining state across orthogonal query aspects like visual diagnosis and linguistic context.
T5 Architecture and Sentinel Tokens
The engineering core of MUM differs from previous models like BERT because it utilizes an Encoder-Decoder framework rather than an Encoder-only stack. MUM learns through Span Corruption, a training method where the model masks random sequences of text with Sentinel Tokens and forces the system to generate the missing variables. MUM infers the relationship between "Ducati 916" and "suspension wobble" not by matching string frequency, but by predicting the highest probability completion in a semantic chain. This allows the model to "fill in the blanks" of a user's intent even when explicit keywords are missing from the query string.
Multimodal Vectors and Affinity Propagation
MUM projects images and text into a shared multimodal vector space. The system divides visual inputs into patches using Vision Transformers and maps them to the same high-dimensional coordinates as textual tokens. Affinity Propagation clusters these vectors based on semantic meaning rather than visual similarity. A photo of a broken gear selector resides in the same vector cluster as the technical service manual text describing "shift linkage adjustment." Cross-Modal Retrieval occurs when the system identifies that the visual vector of the user's image overlaps with the textual solution vector in the index.
Zero-Shot Transfer and The Future
Zero-shot transfer enables MUM to answer queries in languages where it received no specific training. The model creates a Cross-Lingual Knowledge Mesh where concepts share vector space regardless of the source language. MUM retrieves answers from Japanese hiking guides to answer English queries about Mt. Fuji because the semantic concept of "permit application" remains constant across linguistic barriers. This mechanism transforms Google from a library index into a computational knowledge engine capable of synthesizing answers from global data.
Read more about Google MUM - https://www.linkedin.com/pulse/how-google-mum-processes-complex-queries-t5-multimodal-leandro-nicor-gqhuc/
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Monday, March 2, 2026
Selecting the Best Upholstery Material for Dining Room Chairs
The most effective upholstery material for dining room chairs actively repels liquid spills and withstands abrasive daily friction. Dining seating requires textiles rated for a minimum of 15,000 Wyzenbeek double rubs to prevent tearing and pilling over time. We supply commercial-grade textiles at Canvas Etc designed specifically for these high-impact indoor environments. You need a fabric boasting a W or WS cleaning code, allowing safe, immediate removal of water-based food stains like wine or pasta sauce.
Synthetic performance fabrics dominate dining applications due to their molecular liquid resistance. Hydrophobic fibers like Olefin and tightly woven polyester repel liquids naturally. Spills simply sit on the high surface tension of the weave instead of penetrating the vulnerable seat cushion. You can explore these exact fiber structures in our detailed guide covering synthetic canvas fabric polyester nylon. Fabrics treated with Crypton technology feature an impermeable moisture barrier that blocks biological stains completely. Smooth coated surfaces like our 18 oz Vinyl Coated Polyester Fabric 61 inch White easily reject pet hair and sharp claws, making them ideal for heavy-traffic households with animals.
Natural fibers require specific handling for eating areas. Untreated cotton and linen act as hydrophilic materials, absorbing oils instantly. Heavy-weight cotton duck canvas provides the mechanical tear strength needed for taut seating, but requires an aftermarket moisture repellent. We highly recommend our number 8 Duck Cloth 872 for DIY projects because it folds cleanly around wooden frames without the severe fraying seen in loosely woven chenille. Read our exact breakdown on utilizing duck canvas for upholstery to perfect your staple-gun technique.
Stop replacing stained seating every single year. Upgrade your dining room furniture with high-abrasion performance synthetics or heavy-duty coated vinyl to block food spills at the molecular level permanently. Review our complete guide on how to choose the perfect upholstery fabric for your furniture to finalize your interior design strategy quickly. Measure your specific seat dimensions today, calculate the exact required cut, and order your protective yardage now directly from Canvas Etc to guarantee decades of highly resilient, long lasting room durability.
Read more here - https://www.linkedin.com/posts/canvasetc_upholsteryfabric-diningroomdecor-diyfurniture-activity-7434286246106947584-hy3I/
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