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Climate Change Economic Models Omit Shocks, Likely Flawed

https://www.theguardian.com/environment/2026/feb/05/flawed-economic-models-mean-climate-crisis-co...
2•stego-tech•4m ago•1 comments

Show HN: A text format for UI wireframes – comparing token costs across 4 format

https://github.com/enlinks-llc/katsuragi
1•enlinks•5m ago•0 comments

Show HN: FIPSPad – a FIPS 140-3 and NIST SP 800-53 minimal Notepad app in Rust

https://github.com/BrowserBox/FIPSPad
2•keepamovin•6m ago•0 comments

Mick Jagger "Memo from Turner" (1970) [video]

https://archive.org/details/memo-from-turner-clip
1•petethomas•10m ago•0 comments

Show HN: Use Claude Code to Query and Analyze Your Finances

https://github.com/theFong/mmoney-cli
1•alecfong•13m ago•0 comments

4-Hour Builds: Anatomy of a Developer Experience Collapse

https://fabioluciano.com/en/4-hours-build-anatomy-devex-collapse/
1•fabioluciano•16m ago•0 comments

Spellcasting

https://phyous.github.io/spellcasting/
1•wpnx•18m ago•0 comments

OpenClaw Is Lonely [video]

https://vimeo.com/1160861583
1•laserduck•20m ago•0 comments

Strava removes 2.3M rides from leaderboards in clampdown on cheats

https://www.cyclingweekly.com/news/strava-removes-2-3-million-rides-from-leaderboards-in-clampdow...
1•brippalcharrid•20m ago•0 comments

Constant 14ms attention: 512→524K tokens (24.5x faster than FlashAttention)

https://github.com/RegularJoe-CEO/vllm/blob/waller-operator-integration/benchmarks/attention_benc...
1•luxiedge•21m ago•1 comments

Sequoias Need for Churn

https://www.gnupg.org/blog/20250117-aheinecke-on-sequoia.html
1•mocknen•22m ago•0 comments

Investigators found 'concerning similarities' between Reedley, Las Vegas labs

https://abc30.com/post/investigators-found-concerning-similarities-between-reedley-las-vegas-labs...
1•petethomas•28m ago•0 comments

Sam Altman Responds to Anthropic Ad Campaign

https://twitter.com/i/status/2019139174339928189
3•gradus_ad•29m ago•0 comments

Show HN: I've been running OpenClaw on a $640 Mac Mini for a week. Honest report

https://github.com/openclaw/openclaw
1•Legin82•39m ago•1 comments

Show HN: Tiny PWA to encrypt files using Passkeys

https://filokey.github.io/
2•dansjots•42m ago•0 comments

Doc2Calendar – I built an LLM pipeline to parse complex PDF schedules

https://www.doc2calendar.com/
1•mikebuilds•43m ago•1 comments

Ask HN: Is Connecting via SSH Risky?

3•atrevbot•47m ago•3 comments

Betterment Data Breach

https://haveibeenpwned.com/Breach/Betterment
1•skogstokig•48m ago•0 comments

Show HN: Buquet – Durable queues and workflows using only S3

https://horv.co/buquet.html
1•h0rv•49m ago•0 comments

AI Command and Staff–Operational Evidence and Insights from Wargaming

https://www.militarystrategymagazine.com/article/ai-command-and-staff-operational-evidence-and-in...
1•mooreds•53m ago•0 comments

Understanding the Political Disconnect

https://www.swarthmore.edu/understanding-political-disconnect
1•mooreds•53m ago•0 comments

How to Connect with Your Developer Audience (2022)

https://maida.kim/how-to-build-developer-audience/
1•mooreds•54m ago•0 comments

Open secrets about Hacker News

https://bengtan.com/blog/open-secrets-hacker-news/
6•thunderbong•55m ago•0 comments

Tenstorrent Cuts 20 Cores from Already-Shipping "Blackhole" P150 Cards

https://www.techpowerup.com/345977/tenstorrent-cuts-20-cores-from-already-shipping-blackhole-p150...
2•signa11•55m ago•0 comments

The Newsroom You Carry with You *to WP Staff Laid Off

https://claudepress.substack.com/p/the-newsroom-you-carry-with-you
1•Paodim•58m ago•0 comments

A few CPU hardware bugs

https://www.taricorp.net/2026/a-few-cpu-bugs/
7•signa11•1h ago•1 comments

Wirth's Revenge

https://jmoiron.net/blog/wirths-revenge/
2•signa11•1h ago•0 comments

Andrej Karpathy on 1 year anniversary of vibe coding

https://twitter.com/karpathy/status/2019137879310836075
1•vinhnx•1h ago•0 comments

CIA ends publication of its popular World Factbook reference tool

https://apnews.com/article/cia-world-factbook-ratcliffe-trump-fbec61ce16c4b3db59db9cefce0da043
7•prawn•1h ago•1 comments

Show HN: Rho – an OpenClaw like micro-agent that lives in termux

https://github.com/mikeyobrien/rho
1•mobrienv•1h ago•0 comments
Open in hackernews

Why SOTA Hybrid Models are Stuck at 1:7

https://gist.github.com/eric2675-coder/4a1d472e0775728bbcf23f4a57e3ad05
1•eric2675•1h ago

Comments

eric2675•1h ago
Author here.I've been analyzing the recent consensus on hybrid architectures (like Jamba/Mamba), which suggests a sparse 1:7 Attention-to-SSM ratio is optimal.I argue that this is a "Poverty Compromise"—a local maximum optimized for hardware efficiency, not intelligence. From a control theory perspective, the global maximum for intelligence exists at a symmetric 1:1 ratio ($T = \Omega$).However, my mathematical modeling suggests that a 1:1 system generates critical instability (divergence) unless it is coupled with a strong Grounding Manifold ($\Delta_{\Phi}$). Since current SOTA lacks this grounding, engineers are forced to retreat to the safer 1:7 ratio.I included a Python simulation in the Gist to visualize the thermal stability gap between the current SOTA (1:7) and the theoretical Singularity state (1:1). Happy to discuss the math.