tonton

math @uwaterloo | 2x intern working on data stuff @amazon, @cibc | In search of inner talent

[litquidity @litcapital]

Google is raising $80 billion of equity a week before SpaceX is trying to raise $75 billion a few months before Anthropic and OpenAI are trying to raise $100 billion from investors and you’re laughing???

This is a cataclysmic exit liquidity avalanche

[tonton @RoanYvan]

@sytaylor Not doing my MBA but i think i might be relevant. Is it still ok for me to apply ?

[tonton @RoanYvan]

@sohambasu963 Big man doing big things, W Soham

[ayman @aymanfsm]

just found out osmow’s is doing an estimated ~$230m in revenue while cohere’s at ~$240m 😭

maybe shawarma was the real canadian deep tech play

[aryan @aryan559552]

🧪 I built AeroGraph: a full GraphRAG system over 2,000 real NASA ASRS aviation safety reports.

20 seconds: type a plain-language description of an aviation incident, get the matching NASA ASRS narratives back.

Click any result and you see the full report, the entities Claude Sonnet 4 extracted from it, and a top-down schematic of what actually happened on the ground. AeroGraph. A hybrid retrieval system over 2,000 real NASA aviation safety reports.

Knowledge graph with 23,948 nodes and 48,479 edges. Vector index with 4,710 chunks. Six retrievers benchmarked head-to-head: vector-only, BM25, GraphRAG, PPR-only, graph-only neighborhood expansion, and a 4-way hybrid.

Dual-judged by Claude Sonnet 4 and a local Ollama model. Why: incident corpora reward multi-hop causal retrieval. The kind of question that needs three reports stitched together is exactly where flat RAG underperforms.

Graph traversal can follow the chain across narratives; vector similarity flattens it. That was the hypothesis. The held-out test result is in the thread, and it is not what I expected.

Try it: https://t.co/gjDl2nSh0m

Repo: https://t.co/KnfaJLFUeH

Link to Paper: https://t.co/kmmambiGWm

Personal Website: https://t.co/UuKGxif8qa

#AeroGraph #GraphRAG #RAG #NASA #AviationAI

[Lunix 🌎 @SolLunix]

Corporation: "We made $4B but spent $3.9B so we only owe taxes on $100M."
Government: "Totally reasonable."

You: "I made $60K but spent $58K on survival."
Government: "You owe taxes on $60K."
You: "That's not—"
Government: "File by May 15."

[kache @yacineMTB]

you can outsource your thinking
but you cannot outsource your understanding

[superwhisper @superwhisper]

Founding member of OpenAI and former Director of AI at Tesla, Andrej Karpathy (@karpathy) shows how he uses Superwhisper ✨

[Sarah Wolf @sarahzorah]

a credit card but instead of cash back you get Claude credits

[tonton @RoanYvan]

reading classic fiction has had the highest ROI in my writing and vocabulary.

why did no one introduce me to these bangers before?

I've only be reading self-help and science book since i was a jit

[sysls @systematicls]

https://t.co/FQe5bCBqW1

[technology sista (aspiring) @typeclonghouse]

just rejected a new grad after interviewing him with a leetcode question I can't even solve myself

[Jeremy Giffon @jeremygiffon]

Andrew Carnegie’s aspiration at age 33 was to retire in a year or two with a $100k per month passive income to study philosophy and become a poster, but instead he ended up pioneering the steel industry and building a $300bn fortune

[Aaron Francis @aarondfrancis]

Handcrafted backend
Vibecoded frontend

[tonton @RoanYvan]

From customer obsession(zon) to merchant obsessed (shop)

I definitely have an addiction issue

[tonton @RoanYvan]

Who’s pulling up to Toronto yc event ?

[tonton @RoanYvan]

I know creatine is good but when something tends to get overly praised I become kinda cautious

[vittorio @IterIntellectus]

to recap

creatine:
- makes you stronger and fitter
- gives you more energy
- neuroprotective and nootropic
- boosts testosterone and fertility
- improves memory and learning
- faster recovery and less fatigue
- gives you stronger bones
- antidepressant
- makes you hotter and smarter
- and slows cancer

cheap, safe, it's in steak.

what if the miracle drug has always been steak?!

[Brave @brave]

AI agents that can browse the Web and perform tasks on your behalf have incredible potential but also introduce new security risks.

We recently found, and disclosed, a concerning flaw in Perplexity's Comet browser that put users' accounts and other sensitive info in danger.