⏳ Read later

Time-sensitive saves whose moment likely passed. Skim or release. (10 entries)

Gold breaking

Barchart (@Barchart) · Sep 28
BREAKING: Gold $GLD Timberrrrrrrrrrrrrrrrrrrrrrrr

Barchart's breaking post on gold ($GLD) dropping sharply, from September 28. Market-moment content expires fast; by now it is just a timestamp. Unless you track gold, this one can be unbookmarked.

  • September 28 gold selloff alert
  • Market moments expire within days
  • Candidate for unbookmarking
marketsgoldexpired
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a16z launches cosign

Katie Kirsch (@katiekirsch) · Sep 25
our @a16z team just launched @cosign…

Katie Kirsch announces her a16z team launched Cosign (cosign.build). Launch announcements are worth a skim to know what exists, then a decision: relevant to you or not. Given your agent focus, check whether Cosign touches agent workflows.

  • a16z team launches Cosign
  • Skim to determine relevance
  • Check for agent-workflow overlap
launcha16zstartup
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Meta $1M hackathon

Meta for Developers (@MetaforDevs) · Sep 24
Meta hackathon $1M…

Meta for Developers advertises a $1M hackathon. Large prizes attract strong competition; the real value is often the building, not the winning. Check deadlines and themes for fit.

  • $1M Meta hackathon
  • Value is in building, not just winning
  • Verify dates and themes
hackathonmetaexpired
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Kaggle Gemma 4 Agent Competition, $100K

Kaggle (@kaggle) · Sep 23
Gemma 4 Developer Agent Competition $100K…

Kaggle's Gemma 4 Developer Agent Competition with a $100K prize pool. Competitions are good forcing functions for building, but the dates matter more than the prize. Check whether it is still open before getting excited.

  • $100K agent competition on Kaggle
  • Check dates before committing
  • Competitions are good build forcing functions
kagglecompetitionagents
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Cohere Open Science Community Program

Cohere Labs (@Cohere_Labs) · Sep 21
New Open Science Community Program: Local AI…

Cohere Labs announces an Open Science Community Program around local AI. Community programs from labs can mean early model access, research collaboration, or just marketing. Worth checking the actual terms if local AI is your interest.

  • Cohere's open science community program
  • Check actual terms vs marketing
  • Relevant if local AI matters to you
coherecommunityprogram
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NVIDIA Inception program

Ksenia Moskalenko (@kseniam0s) · Sep 13
long post on NVIDIA Inception program…

Ksenia Moskalenko's long post on the NVIDIA Inception program. Inception is NVIDIA's startup program offering go-to-market support, technology help, and training. If you are building anything with GPUs, program membership is free leverage.

  • NVIDIA Inception: startup support program
  • Free leverage for GPU-based builders
  • Check eligibility and apply
nvidiastartupsprogram
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Build with GPT-6 Astra, launch Sep 18

Product Hunt (@ProductHunt) · Sep 11
Build with GPT-6 Astra. Launch on Product Hunt on September 18…

Product Hunt promoted building with GPT-6 Astra ahead of a September 18 launch. The launch date has passed. As a historical note it marks the GPT-6 era chatter; check what actually shipped before drawing conclusions.

  • September 18 launch window has passed
  • Verify what actually shipped
  • Historical marker of GPT-6 era
launchgpt-6expired
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MTS Atlas situation update

MTS (@MTSlive) · Sep 8
SITUATION UPDATE: MTS Atlas is here…

MTS posts a situation update announcing MTS Atlas. Product situation updates are news, not learning; they expire quickly. Skim for awareness, then move on.

  • MTS Atlas announcement
  • News, not learning; expires fast
  • Skim and move on
newsproductexpired
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AWS $10K agents hackathon

AWS Developers (@awsdevelopers) · Sep 8
There's a $10K grand prize. Submit by September 14th:

AWS Developers advertise a $10K grand prize hackathon for agents, with a September 14 submission deadline. The deadline has passed, so this is now a 'note the pattern' entry: vendors are paying to seed agent ecosystems. Watch for the next one.

  • $10K agent hackathon; deadline passed
  • Vendors are paying to seed agent ecosystems
  • Watch for the next round
hackathonawsexpired
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AI Book Club: RLHF month

Sophia Yang (@sophiamyang) · Sep 1
Happy September! This month our AI Book Club is reading Reinforcement Learning from Human Feedback…

Sophia Yang announces September's AI Book Club pick: Reinforcement Learning from Human Feedback. RLHF (training models with human preference feedback) is foundational to modern assistants. The book club format adds discussion, which deepens learning.

  • September pick: RLHF
  • Book clubs add discussion depth
  • RLHF is foundational knowledge
book-clubrlhflearning
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