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The Awesome-Inference Showdown Begins", "url": "https://shital.com/blog/tweets/post/202211100852-awesome-inference-showdown/", "published_at": "2022-11-10T08:52:52+00:00" }, { "id": "01a087df-e7b4-7228-9f4b-7ecf630aae50", "title": "Transformer Telepathy: Estimating Flops with Just a Glance", "url": "https://shital.com/blog/tweets/post/202211100746-transformer-telepathy/", "published_at": "2022-11-10T07:46:40+00:00" }, { "id": "01a087df-e7b4-7228-9f4b-7ecf63aaad64", "title": "DeepSpeed Profiler: The Fast and the FLOPs", "url": "https://shital.com/blog/tweets/post/202211100741-deepspeed-profiler-fast-and-flops/", "published_at": "2022-11-10T07:41:37+00:00" }, { "id": "01a087df-e7b4-7228-9f4b-7ecf644cee62", "title": "When Sure Bets Turn Sour", "url": "https://shital.com/blog/tweets/post/202211091450-when-sure-bets-turn-sour/", "published_at": "2022-11-09T14:50:56+00:00" }, { "id": "01a087df-e7b4-7228-9f4b-7ecf6540b3d1", "title": "Rebel Without Naptime: My 9-Year-Old's Toddler Tales", "url": "https://shital.com/blog/tweets/post/202211080948-rebel-without-naptime/", "published_at": "2022-11-08T09:48:22+00:00" }, { "id": "01a087df-e7b4-7228-9f4b-7ecf660a29fa", "title": "Wildfire Smoke? 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When 'Girlish Boy' Means Son", "url": "https://shital.com/blog/tweets/post/202112281746-ai-confusion-girlish-boy/", "published_at": "2021-12-28T17:46:04+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1990e20b5", "title": "When Correlation Fails, Chatterjee's Prevails", "url": "https://shital.com/blog/tweets/post/202112281727-correlation-fails-chatterjee-prevails/", "published_at": "2021-12-28T17:27:15+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19931211a", "title": "No Signal: Arecibo's 400 Light-Year Limit", "url": "https://shital.com/blog/tweets/post/202112192042-arecibo-400-light-year-limit/", "published_at": "2021-12-19T20:42:31+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19a2330f3", "title": "Replicate 'n' Roll: Jamming with AI Models Online", "url": "https://shital.com/blog/tweets/post/202112190752-replicate-n-roll-jamming-with-ai/", "published_at": "2021-12-19T07:52:36+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19ab4717b", "title": "Let Go to Lead", "url": "https://shital.com/blog/tweets/post/202112150353-let-go-to-lead/", "published_at": "2021-12-15T03:53:08+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19b034588", "title": "Capitalism's Catch-22: Needs Inequality, Creates Inequality", "url": "https://shital.com/blog/tweets/post/202112090021-capitalism-catch-22/", "published_at": "2021-12-09T00:21:00+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19b0bcaf6", "title": "Clean Data, Dirty Math: California Students Missing Out on Calculus", "url": "https://shital.com/blog/tweets/post/202112050936-clean-data-dirty-math/", "published_at": "2021-12-05T09:36:36+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19b4c9af3", "title": "From Paychecks to Profits: Capital's Magic", "url": "https://shital.com/blog/tweets/post/202112050824-from-paychecks-to-profits/", "published_at": "2021-12-05T08:24:47+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19b74ba61", "title": "Gauge Symmetry Puts Photons on the Light Speed Express", "url": "https://shital.com/blog/tweets/post/202112050326-gauge-symmetry-light-speed-express/", "published_at": "2021-12-05T03:26:35+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19b7b702f", "title": "Twin Primes Drove Me to Programming", "url": "https://shital.com/blog/tweets/post/202112011142-twin-primes-drove-me-to-programming/", "published_at": "2021-12-01T11:42:36+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19ba9d541", "title": "Batch Sizes on a Diet: Memory-Smart Adjustments", "url": "https://shital.com/blog/tweets/post/202111301736-batch-sizes-on-a-diet/", "published_at": "2021-11-30T17:36:45+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19c82fce5", "title": "Masters of None: Putt's Law in Tech", "url": "https://shital.com/blog/tweets/thread/202111301506-masters-of-none-putts-law/", "published_at": "2021-11-30T15:06:59+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19cf87de7", "title": "Tilt Five's AR Puts Magic Leap Out of Focus", "url": "https://shital.com/blog/tweets/post/202111240337-tilt-five-ar-puts-magic-leap-out-of-focus/", "published_at": "2021-11-24T03:37:26+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19deb3451", "title": "Surviving the Grouchy Chef", "url": "https://shital.com/blog/tweets/post/202111240056-surviving-grouchy-chef/", "published_at": "2021-11-24T00:56:00+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19e15b5b6", "title": "First Aid for First Aid Kits", "url": "https://shital.com/blog/tweets/post/202111231157-first-aid-for-first-aid-kits/", "published_at": "2021-11-23T11:57:01+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19e20d18d", "title": "Neural Search Engine: We're Getting There!", "url": "https://shital.com/blog/tweets/post/202111221139-neural-search-getting-there/", "published_at": "2021-11-22T11:39:37+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19e39a591", "title": "Ranking Rumble: Spearman vs. Pearson", "url": "https://shital.com/blog/tweets/post/202111220253-spearman-vs-pearson/", "published_at": "2021-11-22T02:53:16+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19e7030b7", "title": "GPT-2 Can't Two-Step But Jives at Five", "url": "https://shital.com/blog/tweets/post/202111201338-gpt2-cant-two-step/", "published_at": "2021-11-20T13:38:06+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd19f1aded7", "title": "Augmentation Lottery: One Random Augment Beats Many", "url": "https://shital.com/blog/tweets/post/202111201021-random-augment-beats-many/", "published_at": "2021-11-20T10:21:19+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a013bc1b", "title": "After Nodding Off, Just Ask \"What's Next?\"", "url": "https://shital.com/blog/tweets/post/202111200726-after-nodding-off-just-ask-whats-next/", "published_at": "2021-11-20T07:26:07+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a054fb02", "title": "Neural Architecture Search Party at Microsoft Research!", "url": "https://shital.com/blog/tweets/post/202111160452-neural-architecture-search-party-msr/", "published_at": "2021-11-16T04:52:55+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a1354e21", "title": "Old but Gold: Traditional ML Still Rules Tabular Data", "url": "https://shital.com/blog/tweets/post/202111110419-traditional-ml-still-rules/", "published_at": "2021-11-11T04:19:31+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a2279377", "title": "When 90% Less is More: Sturgeon's Law in AI", "url": "https://shital.com/blog/tweets/post/202111052256-sturgeons-law-in-ai/", "published_at": "2021-11-05T22:56:00+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a2d3c5d2", "title": "Machine Learning's Stock Market Sin", "url": "https://shital.com/blog/tweets/post/202111022248-machine-learning-stock-market-sin/", "published_at": "2021-11-02T22:48:00+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a35c240d", "title": "Data Diet: MuZero-Based Algorithm Rivals DQN with 500x Less Data", "url": "https://shital.com/blog/tweets/post/202111021300-data-diet-muzero-dqn-500x-less/", "published_at": "2021-11-02T13:00:29+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a417b09a", "title": "When AI Can't Crack Kids' Locker Logic", "url": "https://shital.com/blog/tweets/post/202110311631-ai-kids-locker-logic/", "published_at": "2021-10-31T16:31:26+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a4b89be6", "title": "When the Fed Can't Export Inflation Anymore", "url": "https://shital.com/blog/tweets/post/202110311607-fed-cant-export-inflation/", "published_at": "2021-10-31T16:07:15+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a57d1df9", "title": "How Many Drone Pilots Does It Take to Screw a Light Bulb?", "url": "https://shital.com/blog/tweets/post/202110291548-drone-pilots-lightbulb-joke/", "published_at": "2021-10-29T15:48:58+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a6286b46", "title": "Transformers Assemble: Research Engineers Needed at Microsoft LATAM", "url": "https://shital.com/blog/tweets/post/202110280807-transformers-microsoft-latam/", "published_at": "2021-10-28T08:07:23+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a6c8e3cf", "title": "Big Brain, Small Code: GPT-2 in 150 Lines", "url": "https://shital.com/blog/tweets/post/202110251220-big-brain-small-code-gpt2-in-150-lines/", "published_at": "2021-10-25T12:20:38+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a6ef3078", "title": "Up, Up, and Commute Away: Jetson ONE Personal Drone", "url": "https://shital.com/blog/tweets/post/202110250742-up_up_and_commute/", "published_at": "2021-10-25T07:42:52+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a6fb700b", "title": "Electrode to Joy: AI and Electrodes Enable Blind to See", "url": "https://shital.com/blog/tweets/post/202110241715-electrode-to-joy/", "published_at": "2021-10-24T17:15:03+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a7a5f2d1", "title": "Reality Doesn't Need Your Belief", "url": "https://shital.com/blog/tweets/post/202110241104-reality-doesnt-need-your-belief/", "published_at": "2021-10-24T11:04:53+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a8377b7c", "title": "The Soft Money Shuffle: Universities vs. PIs in the Grant Game", "url": "https://shital.com/blog/tweets/post/202110240158-soft-money-shuffle/", "published_at": "2021-10-24T01:58:25+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a8702bb5", "title": "From Ill-Posed to Well-Composed: 3D from One Shot", "url": "https://shital.com/blog/tweets/post/202110221336-ill-posed-to-well-composed/", "published_at": "2021-10-22T13:36:59+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a89a8548", "title": "Professors Paid Less Than the Coders They Teach", "url": "https://shital.com/blog/tweets/post/202110221325-professors-paid-less-than-coders/", "published_at": "2021-10-22T13:25:46+00:00" }, { "id": "01a087df-e7b7-7378-a886-abd1a97bd761", "title": "Double the AI Fun: Work with Sebastien Bubeck and Our Sister Team!", "url": "https://shital.com/blog/tweets/post/202110221126-double-ai-fun-sebastien-bubeck/", "published_at": "2021-10-22T11:26:55+00:00" } ] 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2022

When GPT-3 Met Code: The Birth of ChatGPT's Superpowers original ↗

14 Dec 2022

Old Dogs, New Tech: The Innovator's Dilemma original ↗

14 Dec 2022

From Typewriters to OpenAI: Docs Disrupted Again original ↗

14 Dec 2022

Agree to Disagree? Aumann Says Nope!original ↗

11 Dec 2022

Clock Blocked: How Dennard Scaling Stalls AI Progress original ↗

11 Dec 2022

Graph-mode Mania: PyTorch 2.0's Eager Switcheroo original ↗

11 Dec 2022

ChatGPT: Fails Hard, Succeeds Harder original ↗

7 Dec 2022

When ChatGPT Went Boom!original ↗

2 Dec 2022

ChatGPT Eats Search Engines for Breakfast original ↗

1 Dec 2022

No Pun Intended: A Missed Opportunity original ↗

30 Nov 2022

Less Code, More Productivity: My -2000 LOC Day original ↗

30 Nov 2022

Why SATs Are Overrated... If Your Counselor Isn't original ↗

27 Nov 2022

Optimizers Optimized: No Hyperparameters Required original ↗

18 Nov 2022

Billionaires: Winning the Luck Lottery original ↗

12 Nov 2022

Who's the Fastest? The Awesome-Inference Showdown Begins original ↗

10 Nov 2022

Transformer Telepathy: Estimating Flops with Just a Glance original ↗

10 Nov 2022

DeepSpeed Profiler: The Fast and the FLOPs original ↗

10 Nov 2022

When Sure Bets Turn Sour original ↗

9 Nov 2022

Rebel Without Naptime: My 9-Year-Old's Toddler Tales original ↗

8 Nov 2022

Wildfire Smoke? My HVAC Filters Say No original ↗

20 Oct 2022

All You Need is 4000 A100s at $1.10/hr original ↗

18 Oct 2022

Elon Musk: World's Richest Couch Surfer original ↗

16 Oct 2022

Semaglutide: The Skinny on Obesity's New Foe original ↗

16 Oct 2022

gsudo: The sudo Windows Always Wanted original ↗

16 Oct 2022

RTX Marks the Spot: Real-Time Ray Tracing Hits Reality original ↗

16 Oct 2022

The Art of Failing Successfully original ↗

9 Oct 2022

Ultra-Realistic Singing from Sheet Music—But No Code original ↗

1 Oct 2022

Cache Me If You Can: Giving Transformers a Memory original ↗

1 Oct 2022

Defrosting Robots: Fei-Fei Li's ImageNet to End Robotics Winter original ↗

30 Sept 2022

Lights, Camera, AIction: Tiny Model Makes Big Movies original ↗

30 Sept 2022

RTX 3090 Rental: The Five-Month Mortgage original ↗

30 Sept 2022

No 3D Dataset? No Problem! NeRF Makes 2D Spin original ↗

30 Sept 2022

Chinchilla's Lesson: Bigger Data Beats Bigger Models original ↗

30 Sept 2022

Transformers: More Than Meets the List original ↗

29 Sept 2022

GPTikTok: Summarizing Hour-Long Videos with GPT-3 original ↗

29 Sept 2022

Third Grade Is Turd Grade, Says 9-Year-Old original ↗

19 Sept 2022

Neural Network Alchemy: Merging Models for Dual Datasets original ↗

15 Sept 2022

Small Wonder: 20B Encoder-Decoder Beats 70B Chinchilla original ↗

13 Sept 2022

Snap! 4 Trillion Ops in an Instant original ↗

8 Sept 2022

Big Brains: When AI Levels Up with Scale original ↗

1 Sept 2022

No Consensus: Is 'P' Actually 'Reference'?original ↗

1 Sept 2022

Yeast Mode: Brewing a Genetic Revolution original ↗

1 Sept 2022

Stable Diffusion: Billions of Images in 5GB—Imagination Unleashed!original ↗

23 Aug 2022

Prompt Engineers, Meet Your New IDE!original ↗

18 Aug 2022

PhDs: A Family Tradition original ↗

17 Aug 2022

Skip the Skips: 500-Layer Neural Nets Made Simple original ↗

17 Aug 2022

Hold My Pixels: AI's Unprecedented Image Detail original ↗

17 Aug 2022

Progress Disguised: The Float32 log_softmax Bug original ↗

17 Aug 2022

Stability AI Appears: 4000 GPUs, One Rich Guy, Open-Source AI original ↗

16 Aug 2022

Eight Legs, No Clue? The Octopus Test for AI original ↗

9 Aug 2022

No Single Trick for Multi-Objective Optimization original ↗

17 Jul 2022

Join the Deep Side at Microsoft Research!original ↗

11 May 2022

Double or Nothing: Scaling Models and Tokens Equally original ↗

22 Apr 2022

ICLR Blogs: When Posts Outshine Papers original ↗

21 Apr 2022

No Lanes, Fast Gains: Tesla's FSD Hits SF in the Knee Year original ↗

1 Apr 2022

From Tech Titans to Titanic Losses original ↗

28 Mar 2022

Photograph So Powerful, Even Weapons Surrender original ↗

27 Mar 2022

A Robot Walks into Nature vs. Nurture Debate original ↗

26 Mar 2022

Bengio & Son: Family Flows in GFlowNets original ↗

8 Mar 2022

Waymo to Go? Disengagements Every 12K Miles vs. Human Accidents Every 500K original ↗

5 Mar 2022

No Looking Back(prop): Forward Pass to Faster Gradients original ↗

2 Mar 2022

Nature's $11k Path to Open Access original ↗

14 Jan 2022

Apple Maps Knows Best: I-90 Closure Test original ↗

8 Jan 2022

2021

AI Confusion: When 'Girlish Boy' Means Son original ↗

28 Dec 2021

When Correlation Fails, Chatterjee's Prevails original ↗

28 Dec 2021

No Signal: Arecibo's 400 Light-Year Limit original ↗

19 Dec 2021

Replicate 'n' Roll: Jamming with AI Models Online original ↗

19 Dec 2021

Let Go to Lead original ↗

15 Dec 2021

Capitalism's Catch-22: Needs Inequality, Creates Inequality original ↗

9 Dec 2021

Clean Data, Dirty Math: California Students Missing Out on Calculus original ↗

5 Dec 2021

From Paychecks to Profits: Capital's Magic original ↗

5 Dec 2021

Gauge Symmetry Puts Photons on the Light Speed Express original ↗

5 Dec 2021

Twin Primes Drove Me to Programming original ↗

1 Dec 2021

Batch Sizes on a Diet: Memory-Smart Adjustments original ↗

30 Nov 2021

Masters of None: Putt's Law in Tech original ↗

30 Nov 2021

Tilt Five's AR Puts Magic Leap Out of Focus original ↗

24 Nov 2021

Surviving the Grouchy Chef original ↗

24 Nov 2021

First Aid for First Aid Kits original ↗

23 Nov 2021

Neural Search Engine: We're Getting There!original ↗

22 Nov 2021

Ranking Rumble: Spearman vs. Pearson original ↗

22 Nov 2021

GPT-2 Can't Two-Step But Jives at Five original ↗

20 Nov 2021

Augmentation Lottery: One Random Augment Beats Many original ↗

20 Nov 2021

After Nodding Off, Just Ask "What's Next?"original ↗

20 Nov 2021

Neural Architecture Search Party at Microsoft Research!original ↗

16 Nov 2021

Old but Gold: Traditional ML Still Rules Tabular Data original ↗

11 Nov 2021

When 90% Less is More: Sturgeon's Law in AI original ↗

5 Nov 2021

Machine Learning's Stock Market Sin original ↗

2 Nov 2021

Data Diet: MuZero-Based Algorithm Rivals DQN with 500x Less Data original ↗

2 Nov 2021

When AI Can't Crack Kids' Locker Logic original ↗

31 Oct 2021

When the Fed Can't Export Inflation Anymore original ↗

31 Oct 2021

How Many Drone Pilots Does It Take to Screw a Light Bulb?original ↗

29 Oct 2021

Transformers Assemble: Research Engineers Needed at Microsoft LATAM original ↗

28 Oct 2021

Big Brain, Small Code: GPT-2 in 150 Lines original ↗

25 Oct 2021

Up, Up, and Commute Away: Jetson ONE Personal Drone original ↗

25 Oct 2021

Electrode to Joy: AI and Electrodes Enable Blind to See original ↗

24 Oct 2021

Reality Doesn't Need Your Belief original ↗

24 Oct 2021

The Soft Money Shuffle: Universities vs. PIs in the Grant Game original ↗

24 Oct 2021

From Ill-Posed to Well-Composed: 3D from One Shot original ↗

22 Oct 2021

Professors Paid Less Than the Coders They Teach original ↗

22 Oct 2021

Double the AI Fun: Work with Sebastien Bubeck and Our Sister Team!original ↗

22 Oct 2021