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2025-06-21 21:20:04
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfkx4lwles2q
bafyreigewc7taf3lhpipqz2vngeibeoru6aa7m6m346rir5nukaoplcig4
<start>It has a huge context window and is excellent at synthesizing lots of literature or qualitative data. Example below. @emollick.bsky.social
It has a huge context window and is excellent at synthesizing lots of literature or qualitative data. Example below.
0
2025-01-12T19:24:00.451Z
2025-01-12T19:24:02.623Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfkwysj5fc2q
bafyreiacurziasl4bjqfojfqnvuc6z7wr6kqx3bvn5pduzbw4hnt5t3w2i
<start>And if it turns out to be useless for you, that is instructive as well. @emollick.bsky.social
And if it turns out to be useless for you, that is instructive as well.
0
2025-01-12T19:21:53.138Z
2025-01-12T19:21:53.421Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfkwsuhe7c2q
bafyreidybstg4t7i7c5rjyg6o7i5ybv6ozeoaqspwvd7frdlii2iepxmia
<start>If you are an academic, it can be instructive to work on a paper with AI. Pretend you are working with a grad student & see what happens. Generally o1 is best for well-defined heavy intellectual tasks, Gemini for synthesizing lots of text, and Claude for writing & theorizing. This varies by field. And if it turns out to be useless for you, that is instructive as well. @emollick.bsky.social
If you are an academic, it can be instructive to work on a paper with AI. Pretend you are working with a grad student & see what happens. Generally o1 is best for well-defined heavy intellectual tasks, Gemini for synthesizing lots of text, and Claude for writing & theorizing. This varies by field.
1
2025-01-12T19:18:33.849Z
2025-01-12T19:18:34.133Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfjleu5m6c2x
bafyreif367jg2bkp3q2k53cnjw7nk3lm6qxdv7vztclnot7ehjzjxkhh7q
<start>Trying a little experiment: "Hey, Claude, turn the first four stanzas of The Lady of Shalott into a film by describing 8 second clips..." I pasted those into veo 2 verbatim & overlayed the poem for reference (I also asked for one additional scene revealing the Lady, again using the verbatim prompt) Full poem: www.poetryfoundation.org/poems/45359/... @emollick.bsky.social
Trying a little experiment: "Hey, Claude, turn the first four stanzas of The Lady of Shalott into a film by describing 8 second clips..." I pasted those into veo 2 verbatim & overlayed the poem for reference (I also asked for one additional scene revealing the Lady, again using the verbatim prompt)
1
2025-01-12T06:21:12.870Z
2025-01-12T06:21:14.523Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfjj6rjyms2x
bafyreic2dirjzijjzwxyt2kxx7yckjhdjr4ojnsuf3ugtsy5hebrnid6yy
<start>We don't talk talk enough about how boredom is now scarce. Boredom sparks creativity but only when people are open to new experiences & believe that they are in control of what happens to them ...but for the most part, it makes people do whatever they can for amusement including acting sadistically @emollick.bsky.social
We don't talk talk enough about how boredom is now scarce. Boredom sparks creativity but only when people are open to new experiences & believe that they are in control of what happens to them ...but for the most part, it makes people do whatever they can for amusement including acting sadistically
0
2025-01-12T05:42:01.312Z
2025-01-12T05:42:03.927Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfimhxikc226
bafyreicweoloe4g6dwpi4mbt3i3xisjwspspipseasl52lc4nptqubd6dm
<start>The Far Honk of the World Claude suggested Master and Command Gander when asked for some more puns (the rest were all mine), which was pretty good. @emollick.bsky.social
The Far Honk of the World
1
2025-01-11T21:08:11.041Z
2025-01-11T21:08:11.931Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfij3qpeqc26
bafyreibpzuic2vmoaknus6hfkjj3dijuoxdkx4vw4g2v5uct7rpgp4z5fm
<start>His whole post is full of interesting insights: simonwillison.net/2024/Dec/31/... @emollick.bsky.social
His whole post is full of interesting insights: simonwillison.net/2024/Dec/31/...
0
2025-01-11T20:07:40.045Z
2025-01-11T20:07:42.431Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfij27ajek26
bafyreih7ea37jyaju6puxecyqie5zy2zgqfwq4wqem4z5ipulhxu67ingi
<start>On the environmental cost of AI, this by @simonwillison.net w is useful. The models we use today have become orders of magnitude more efficient in the last year, and each prompt likely uses much less energy than many seem to think. But the aggregate impact of ever-larger data centers is very real. His whole post is full of interesting insights: simonwillison.net/2024/Dec/31/... @emollick.bsky.social
On the environmental cost of AI, this by @simonwillison.net w is useful. The models we use today have become orders of magnitude more efficient in the last year, and each prompt likely uses much less energy than many seem to think. But the aggregate impact of ever-larger data centers is very real.
1
2025-01-11T20:06:48.176Z
2025-01-11T20:06:49.925Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfidtwojj226
bafyreidm6dvi32ixplmzkbln6r7ykrpch4dmrgyghiutyuycridqq6rdzy
<start>Yes, this is from Master and Commanduck It stars Russell Crow @emollick.bsky.social
Yes, this is from Master and Commanduck
1
2025-01-11T18:33:49.165Z
2025-01-11T18:33:49.318Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgzyh5lm226
bafyreigjsvxj475aq7fbpqctdchkbj4eucn5s5dpddzhkugpjdxoaa6egy
<start>APRIL - 1805 A GIANT CANADIAN GOOSE IS MASTER OF EUROPE ONLY THE BRITISH FLEET STANDS BEFORE HIM OCEANS ARE NOW BATTLEFIELDS Yes, this is from Master and Commanduck @emollick.bsky.social
APRIL - 1805 A GIANT CANADIAN GOOSE IS MASTER OF EUROPE ONLY THE BRITISH FLEET STANDS BEFORE HIM OCEANS ARE NOW BATTLEFIELDS
1
2025-01-11T06:04:43.496Z
2025-01-11T06:04:44.516Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgz562ew226
bafyreifff5xykjgihyfwf2bchpn4memyvvzfqecngsosll6ibpnbicjb34
<start>Washington crosses the Delaware on waterfowl, just as history teaches us APRIL - 1805 A GIANT CANADIAN GOOSE IS MASTER OF EUROPE ONLY THE BRITISH FLEET STANDS BEFORE HIM OCEANS ARE NOW BATTLEFIELDS @emollick.bsky.social
Washington crosses the Delaware on waterfowl, just as history teaches us
1
2025-01-11T05:49:27.985Z
2025-01-11T05:49:28.817Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgyvowfn226
bafyreigu7knunf3jkeqato2oezfwxmbemkcscv772ijb2fe75xjl3j4ez4
<start>The battle of Jutland, but there is a swan boat in the battleline. Washington crosses the Delaware on waterfowl, just as history teaches us @emollick.bsky.social
The battle of Jutland, but there is a swan boat in the battleline.
1
2025-01-11T05:45:17.245Z
2025-01-11T05:45:18.417Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgyqxa4ps26
bafyreiaoraln6tvktpuuaidm3znwbd65cchknsddawqhbppjpohqxj6qq4
<start>The Romans fight Carthage at Cannae, but the Carthaginians have Giant War Chickens The battle of Jutland, but there is a swan boat in the battleline. @emollick.bsky.social
The Romans fight Carthage at Cannae, but the Carthaginians have Giant War Chickens
1
2025-01-11T05:42:38.180Z
2025-01-11T05:42:39.217Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgyph5r6k26
bafyreifdjsretetmyihk3sgnvh6fumo22qdovmepkil5qx4wkcchvngndq
<start>The British infantry at Waterloo during a French cavalry charge, the redcoats are all wearing rubber ducks on their heads. Veo2 showing history as it was. The Romans fight Carthage at Cannae, but the Carthaginians have Giant War Chickens @emollick.bsky.social
The British infantry at Waterloo during a French cavalry charge, the redcoats are all wearing rubber ducks on their heads. Veo2 showing history as it was.
1
2025-01-11T05:41:47.771Z
2025-01-11T05:41:48.721Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgycza4mk26
bafyreicyvrdxq6f5wkit7top2ygvz7mu7e55voxwwy27qgxxzm6mzsmu7i
<start>Lots of other very clever stuff in the paper: arxiv.org/pdf/2501.045... @emollick.bsky.social
Lots of other very clever stuff in the paper: arxiv.org/pdf/2501.045...
0
2025-01-11T05:34:50.515Z
2025-01-11T05:34:50.815Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfgybpxopk26
bafyreifpwrtvjzwzv3wp5e3pqi3ftdzz36awyy5btnwvds7o5omrtolpzu
<start>Paper shows very small LLMs can match or beat larger ones through 'deep thinking' - evaluating different solution paths - and other tricks. Their 7B model beats o1-preview on complex math by exploring 64 different solutions & picking the best one. Test-time compute paradigm seems really fruitful. Lots of other very clever stuff in the paper: arxiv.org/pdf/2501.045... @emollick.bsky.social
Paper shows very small LLMs can match or beat larger ones through 'deep thinking' - evaluating different solution paths - and other tricks. Their 7B model beats o1-preview on complex math by exploring 64 different solutions & picking the best one. Test-time compute paradigm seems really fruitful.
1
2025-01-11T05:34:07.244Z
2025-01-11T05:34:09.224Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lffyhjpbfs22
bafyreicuvsyxhy2rcns7m5ewdzc43vlp2rvcengc74pnzws2n6k452ohhm
<start>Also includes the ultimate version of "otter on a plane using wifi" - my old test for AI image models that is now obsolete because this is a trivial thing for all image generators. Thus, I turned it into a video with veo 2. @emollick.bsky.social
Also includes the ultimate version of "otter on a plane using wifi" - my old test for AI image models that is now obsolete because this is a trivial thing for all image generators. Thus, I turned it into a video with veo 2.
0
2025-01-10T20:04:42.267Z
2025-01-10T20:04:43.428Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lffwcou7k222
bafyreih2fw33vlebatcaa6vwel6h5hxuw6tenx7kqfl4wfvfoujszkylu4
<start>The interesting piece is not the financial trading (I wouldn't make bets on the AI's advice), but the emerging model of using agentic systems in quasi-organizational configurations. github.com/virattt/ai-h... @emollick.bsky.social
The interesting piece is not the financial trading (I wouldn't make bets on the AI's advice), but the emerging model of using agentic systems in quasi-organizational configurations.
1
2025-01-10T19:26:12.417Z
2025-01-10T19:26:12.827Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lffw5lyf7s22
bafyreif2sihgtwabye5sutfer5ju5slbulua434nia7psug6gikjgrumeq
<start>This is neat. I'm playing with Virat Singh's open source AI "hedge fund" where different "agents" each performs a different analysis and gives them to a portfolio manager agent to make final calls. Also does back-testing to see how well it performs. . Early days (don't trade on it), but interesting The interesting piece is not the financial trading (I wouldn't make bets on the AI's advice), but the emerging model of using agentic systems in quasi-organizational configurations. @emollick.bsky.social
This is neat. I'm playing with Virat Singh's open source AI "hedge fund" where different "agents" each performs a different analysis and gives them to a portfolio manager agent to make final calls. Also does back-testing to see how well it performs. . Early days (don't trade on it), but interesting
1
2025-01-10T19:23:21.631Z
2025-01-10T19:23:23.620Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lffhozstgs22
bafyreidiazuo6ggu77eljvnldjezhsi3isq46pszo5qmafkm5bpgsmspj4
<start>There has been a definite shift in recent weeks where insiders in the various AI labs are suggesting that very intelligent AIs are coming very soon. I wrote a bit about why this might be happening and what we can take away from their apparent confidence. www.oneusefulthing.org/p/prophecies... Also includes the ultimate version of "otter on a plane using wifi" - my old test for AI image models that is now obsolete because this is a trivial thing for all image generators. Thus, I turned it into a video with veo 2. @emollick.bsky.social
There has been a definite shift in recent weeks where insiders in the various AI labs are suggesting that very intelligent AIs are coming very soon. I wrote a bit about why this might be happening and what we can take away from their apparent confidence. www.oneusefulthing.org/p/prophecies...
1
2025-01-10T15:04:40.431Z
2025-01-10T15:04:42.023Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfdj5li46c22
bafyreighe5vpn5ug5rkot4jptc23sj3uz73n6oxkxabtwj73nv53gouq5e
<start>I appreciate Llama just giving up immediately (not that it was wrong) @emollick.bsky.social
I appreciate Llama just giving up immediately (not that it was wrong)
0
2025-01-09T20:25:22.981Z
2025-01-09T20:25:23.326Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfdixq462k22
bafyreihrprjb5pukpeoo6teehihzybt52kdvxpabfgxvvxbsun2rtithcq
<start>Hey Claude, o1-pro, Llama, and Gemini 2.0 spiral galaxy : cheese :: elephant : I appreciate Llama just giving up immediately (not that it was wrong) @emollick.bsky.social
Hey Claude, o1-pro, Llama, and Gemini 2.0 spiral galaxy : cheese :: elephant :
1
2025-01-09T20:22:06.500Z
2025-01-09T20:22:08.523Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfcyti4ajc22
bafyreifsrqylb6iua5muhto2x335mx5jqczvwhsl5fdh4jxrhciuplgxyu
<start>Interesting attempt to build an AI agent-based research assistant to automate machine learning paper writing by acting as PhDs, post-docs, & professors working in a typical lab. It doesn't autonomously produce high-level work but it looks promising as a copilot for researchers cutting cost & effort. Paper: arxiv.org/pdf/2501.04227 @emollick.bsky.social
Interesting attempt to build an AI agent-based research assistant to automate machine learning paper writing by acting as PhDs, post-docs, & professors working in a typical lab. It doesn't autonomously produce high-level work but it looks promising as a copilot for researchers cutting cost & effort.
1
2025-01-09T15:33:24.030Z
2025-01-09T15:33:25.920Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfblnuk6l222
bafyreierlo5kq2qwob2nct6ke22kqc5qmwgmcssnz4fbyqz64xwfpkvtbq
<start>It turns out you can give Claude instructions in the forms of lines of poetry from Adrienne Rich or TS Eliot and get very thoughtful analysis of empirical papers as a result. @emollick.bsky.social
It turns out you can give Claude instructions in the forms of lines of poetry from Adrienne Rich or TS Eliot and get very thoughtful analysis of empirical papers as a result.
0
2025-01-09T02:04:57.352Z
2025-01-09T02:04:59.028Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfb2pbprek22
bafyreiajccyuwbncmfp52f6cezq3gjawt65xft36gdvndi4oipt6fs2nna
<start>Increasingly large food. All made by me with veo 2, the serious point is to note how impressive the "physics" of these models have become (also the consistency, like the spilled burrito across two different shots), there are some issues, obviously, but big advances. Increasingly small food. @emollick.bsky.social
Increasingly large food. All made by me with veo 2, the serious point is to note how impressive the "physics" of these models have become (also the consistency, like the spilled burrito across two different shots), there are some issues, obviously, but big advances.
1
2025-01-08T21:01:31.123Z
2025-01-08T21:01:32.415Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lfatqbqn2223
bafyreiemoi3iqpvhm2frmo6ywuy5omaptjobztg4dm7ycevnb2fa4iwwxu
<start>Given that AI works a lot like people, and that human experts are often the only ones who can judge the quality of AI results, Jensen’s “IT departments as the new HR” is, I think, a mistake You don’t want IT alone decide how work gets done. You also need managers who understand how to work with AI. @emollick.bsky.social
Given that AI works a lot like people, and that human experts are often the only ones who can judge the quality of AI results, Jensen’s “IT departments as the new HR” is, I think, a mistake You don’t want IT alone decide how work gets done. You also need managers who understand how to work with AI.
0
2025-01-08T18:56:48.509Z
2025-01-08T18:56:50.220Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf77635ujs2y
bafyreifz3chml7meisikut7ci2nuekwjg4i3ifhn7saqlgx22eq6inezfa
<start>Simulated AI hospital where “doctor” agents work w/ simulated “patients” & improve: “After treating around ten thousand patients, the evolved doctor agent achieves a state-of-the-art accuracy of 93.06% on a subset of the MedQA dataset that covers major respiratory diseases” arxiv.org/abs/2405.02957 @emollick.bsky.social
Simulated AI hospital where “doctor” agents work w/ simulated “patients” & improve: “After treating around ten thousand patients, the evolved doctor agent achieves a state-of-the-art accuracy of 93.06% on a subset of the MedQA dataset that covers major respiratory diseases” arxiv.org/abs/2405.02957
0
2025-01-08T03:16:03.031Z
2025-01-08T03:16:06.623Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf6aheko6c2y
bafyreie5ecrgljp7d33qnbwvrknrms42boolksler6g5r2fthj225jmfie
<start>Seems relevant given the discussion of how fact-checking & information work online that X appears to have rolled out detailed AI interactions on tweets, the first fundamental change in how social media works in awhile It is a fascinating initial implementation with unclear consequences overall. @emollick.bsky.social
Seems relevant given the discussion of how fact-checking & information work online that X appears to have rolled out detailed AI interactions on tweets, the first fundamental change in how social media works in awhile It is a fascinating initial implementation with unclear consequences overall.
0
2025-01-07T18:06:28.894Z
2025-01-07T18:06:31.823Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf63ltrdsc2e
bafyreidymuhx652t2vjasawhwspdqqtxvg225ptaevesgmiyltgcjfxhsa
<start>I see a lot of (correct) complaints that AGI and agents are badly defined. This problem will not be solved because: 1) AGI and agents inherently rely on comparisons to humans, and we don't have good definitions of human agency or general ability 2) Marketing is incentivized to blur any definitions @emollick.bsky.social
I see a lot of (correct) complaints that AGI and agents are badly defined. This problem will not be solved because: 1) AGI and agents inherently rely on comparisons to humans, and we don't have good definitions of human agency or general ability 2) Marketing is incentivized to blur any definitions
0
2025-01-07T16:39:30.358Z
2025-01-07T16:39:32.120Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf3dwzdgrs2a
bafyreibygrnujukvisp5may4kzaqepg54hvvgsmcyfkycgs76bjvjamed4
<start>What percentage of students are you willing to falsely accuse of cheating with AI? There is a trade-off between false accusations and detection rates for AI. At a 10% false positive rate, detectors find 80% or less of AI content. At a 1% rate most find 60% or less. Don’t trust AI detectors! @emollick.bsky.social
What percentage of students are you willing to falsely accuse of cheating with AI? There is a trade-off between false accusations and detection rates for AI. At a 10% false positive rate, detectors find 80% or less of AI content. At a 1% rate most find 60% or less. Don’t trust AI detectors!
0
2025-01-06T14:30:56.002Z
2025-01-06T14:30:58.675Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf3chiyavc2a
bafyreicwqekv75jxtstpt7vmbnci4ipqdesak7zo634j7ywk4g5t5mszum
<start>Reminder for the new semester that you can’t detect AI Researchers secretly added AI-created papers to the exam pool: “We found that 94% of our AI submissions were undetected. The grades awarded to our AI submissions were on average half a grade boundary higher than that achieved by real students” Paper: journals.plos.org/plosone/arti... @emollick.bsky.social
Reminder for the new semester that you can’t detect AI Researchers secretly added AI-created papers to the exam pool: “We found that 94% of our AI submissions were undetected. The grades awarded to our AI submissions were on average half a grade boundary higher than that achieved by real students”
1
2025-01-06T14:04:21.800Z
2025-01-06T14:04:24.228Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf2ok4nk7k2e
bafyreifh66muldkhnxrreozvkoqeukmghojz4etqjggo7qcsglzn3wssei
<start>No. I talk about both, trying to show where the research is. The difference with many AI critics is that I don’t see evidence that AI is “hype” that will disappear. bsky.app/profile/emol... @emollick.bsky.social
No. I talk about both, trying to show where the research is. The difference with many AI critics is that I don’t see evidence that AI is “hype” that will disappear. bsky.app/profile/emol...
0
2025-01-06T08:07:54.701Z
2025-01-06T08:07:54.920Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf2cstw2u22e
bafyreigxjipbyvpuz6ls4lwr5yamp352rhogg4qdixa22b4jon2ggwv5we
<start>I don’t think that is a useful analogy in any way given that the labs are actually building this technology and that the progress in the last two years have objectively been very rapid. But you can decide whatever you like. They will be proven right or wrong soon enough. @emollick.bsky.social
I don’t think that is a useful analogy in any way given that the labs are actually building this technology and that the progress in the last two years have objectively been very rapid. But you can decide whatever you like. They will be proven right or wrong soon enough.
0
2025-01-06T04:38:02.632Z
2025-01-06T04:38:02.819Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lf2bdvsuhk2e
bafyreiaxu7c67bf55dbpxwvbrrw4gvttg2m3togztamcbspx7nkyxklapa
<start>This bit of Sam Altman’s newest post is similar in tone to a post by the CEO of Anthropic & what many (not all) researchers from every lab have been saying publicly and privately. You do not have to believe them, but I think they believe what they are saying, for what it worth. blog.samaltman.com @emollick.bsky.social
This bit of Sam Altman’s newest post is similar in tone to a post by the CEO of Anthropic & what many (not all) researchers from every lab have been saying publicly and privately. You do not have to believe them, but I think they believe what they are saying, for what it worth. blog.samaltman.com
0
2025-01-06T04:11:47.559Z
2025-01-06T04:11:48.625Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lezi3i6ink2y
bafyreiaekdynuyvuoas323yjxhn3yanfs6ufuvinmwwfmq5oquomvrc2pa
<start>There is not a field that will be untouched by this technology, and everyone is desperate for any sort of research-backed advice on when it is good to use AI, when it should be avoided, what it will do to our jobs, what it means for society, how to avoid harms & get benefits... Academia is needed! @emollick.bsky.social
There is not a field that will be untouched by this technology, and everyone is desperate for any sort of research-backed advice on when it is good to use AI, when it should be avoided, what it will do to our jobs, what it means for society, how to avoid harms & get benefits... Academia is needed!
0
2025-01-05T20:39:41.287Z
2025-01-05T20:39:42.316Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lezhpqk6b22y
bafyreiceueucn7h2ewgvye6sbrydqf6wtygw3rsulprxbuurm7h7y34thq
<start>I read a lot of social science papers on AI and my conclusion is that there are far too few people rigorously studying the implications (good & bad) of LLMs across society & work Computer science is producing a tide of good AI work. Economics, management, psych, & sociology etc. need to do the same There is not a field that will be untouched by this technology, and everyone is desperate for any sort of research-backed advice on when it is good to use AI, when it should be avoided, what it will do to our jobs, what it means for society, how to avoid harms & get benefits... Academia is needed! @emollick.bsky.social
I read a lot of social science papers on AI and my conclusion is that there are far too few people rigorously studying the implications (good & bad) of LLMs across society & work Computer science is producing a tide of good AI work. Economics, management, psych, & sociology etc. need to do the same
1
2025-01-05T20:33:07.405Z
2025-01-05T20:33:08.342Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lezbftfv3k2y
bafyreicxlwp57baef7cgksn65eijckexf37kx2m35uynakdcyhamdcnw2a
<start>Working paper studying freelancers argues AI creates an "inflection point" for each job type. Before that, AI boosts freelancer earnings (web devs saw a +65% increase). After, AI replaces freelancers (translators saw -30% drop). They suggest that once AI starts replacing a job, it doesn't go back. scholarspace.manoa.hawaii.edu/server/api/c... @emollick.bsky.social
Working paper studying freelancers argues AI creates an "inflection point" for each job type. Before that, AI boosts freelancer earnings (web devs saw a +65% increase). After, AI replaces freelancers (translators saw -30% drop). They suggest that once AI starts replacing a job, it doesn't go back.
1
2025-01-05T18:40:12.412Z
2025-01-05T18:40:15.025Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leytpizogs2a
bafyreiheb3fx5zf6ryyp2hrsw5c7qnqdnfivbvaxrzvyaloyfh6aceo6lq
<start>Hopefully I dont do it for no reason. My rule is that I am quick to block people who I feel are mean or insulting to me or to others. I am sure I get it wrong sometimes (I have a lot of followers & comments) but there is no other system out there to protect myself as Twitter has no moderation. @emollick.bsky.social
Hopefully I dont do it for no reason. My rule is that I am quick to block people who I feel are mean or insulting to me or to others. I am sure I get it wrong sometimes (I have a lot of followers & comments) but there is no other system out there to protect myself as Twitter has no moderation.
0
2025-01-05T14:35:04.688Z
2025-01-05T14:35:04.825Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lexu3e7e5c2y
bafyreiefcnxvhdzu6gpa4eqrny7ips25wkonskhxxpym4fvi3kw2lfp46m
<start>And I think I am done with this series for now. The lesson here (aside from the fact that I play too many games) is that AI tools are getting pretty impressive, most of my prompts produced good work in the first set or two. The pipeline from idea to draft is shortening, with wide implications. @emollick.bsky.social
And I think I am done with this series for now. The lesson here (aside from the fact that I play too many games) is that AI tools are getting pretty impressive, most of my prompts produced good work in the first set or two. The pipeline from idea to draft is shortening, with wide implications.
0
2025-01-05T05:09:02.546Z
2025-01-05T05:09:02.316Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lextvpgsoc2y
bafyreiff4u6z6phsakvq2znzha2jt7jqumezbfh7qcrhgp2wiorzgwnm4a
<start>Hades as a weekday morning family counseling show. And I think I am done with this series for now. The lesson here (aside from the fact that I play too many games) is that AI tools are getting pretty impressive, most of my prompts produced good work in the first set or two. The pipeline from idea to draft is shortening, with wide implications. @emollick.bsky.social
Hades as a weekday morning family counseling show.
1
2025-01-05T05:05:52.998Z
2025-01-05T05:05:53.819Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lexeswk4qs2c
bafyreigs34zauly2gaexuuksdpufbckv3bvkvy53jectomxnvmw3z7leia
<start>Katamari Damarcy as an extreme home cleaning show (staring the Princess of All Cosmos) Hades as a weekday morning family counseling show. @emollick.bsky.social
Katamari Damarcy as an extreme home cleaning show (staring the Princess of All Cosmos)
1
2025-01-05T00:35:53.655Z
2025-01-05T00:35:55.017Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lex3zfcqm22c
bafyreiczirkebfnkoqda6b2g3z6iokrfbtbhvwpixz7obewdiaz444wvrq
<start>Diablo as Antiques Roadshow Katamari Damarcy as an extreme home cleaning show (staring the Princess of All Cosmos) @emollick.bsky.social
Diablo as Antiques Roadshow
1
2025-01-04T21:58:26.793Z
2025-01-04T21:58:27.826Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lex32yqfks2c
bafyreib5su4ux2gqnnyqczaxuxccrarnr5hmqrmvbjpkj6xsct6luzhjt4
<start>Minecraft as home improvement show on HGTV. Diablo as Antiques Roadshow @emollick.bsky.social
Minecraft as home improvement show on HGTV.
1
2025-01-04T21:41:26.976Z
2025-01-04T21:41:28.720Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewncu27y22c
bafyreihoboqkfb2is4h6nxnmlgzfc3s3uytesml7whvuanlrkifwdfsdbm
<start>Stop motion Undertale Minecraft as home improvement show on HGTV. @emollick.bsky.social
Stop motion Undertale
1
2025-01-04T17:35:18.105Z
2025-01-04T17:35:19.221Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewle7dsis2c
bafyreif6y3ci5ssncpqy432gcwytvoy6wihhgltvdtmigok6zvfujfueju
<start>That's not particularly useful. I don't think anyone thinks AI systems are smarter than humans at every intellectual task today, and it is easy to find lots of areas where the fail. The question involves what the labs (& others) are saying is going to happen next, you don't have to believe them. @emollick.bsky.social
That's not particularly useful. I don't think anyone thinks AI systems are smarter than humans at every intellectual task today, and it is easy to find lots of areas where the fail. The question involves what the labs (& others) are saying is going to happen next, you don't have to believe them.
0
2025-01-04T17:00:16.024Z
2025-01-04T17:00:18.918Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewlabfaxk2c
bafyreiee2spmpyvcgrszopih3k4qsi7hqlro4x3vxx75kiw7cqvtrj7oji
<start>Why would you have another person figure it out when you have a machine that (they believe) will be smarter than a person? @emollick.bsky.social
Why would you have another person figure it out when you have a machine that (they believe) will be smarter than a person?
0
2025-01-04T16:58:03.951Z
2025-01-04T16:58:06.427Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewl6jeygc2c
bafyreiahz6jmcj3sjztsqsduc665xpptxwu5igt5vu5a7uga63wtotszba
<start>I don't think a lot of people are really considering what "a machine smarter than humans at every intellectual task" means for the organizations that have one Human capital is largely the determinant of organizational success. (And you don't have to believe AGI is possible, but the labs really do) @emollick.bsky.social
I don't think a lot of people are really considering what "a machine smarter than humans at every intellectual task" means for the organizations that have one Human capital is largely the determinant of organizational success. (And you don't have to believe AGI is possible, but the labs really do)
0
2025-01-04T16:57:05.222Z
2025-01-04T16:57:08.119Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewl3kwug22c
bafyreihl2oeqj66zpvbky3cvt3spubrhh4sbyy3cgsb4vk5a5viuf5tm34
<start>The reason you sell API access is so other firms with specialized knowledge & assets can figure out how to generate additional profits from the value you are giving them in your software. But if your machine is really smarter than humans, it substitutes for many specialized assets & knowledge. I don't think a lot of people are really considering what "a machine smarter than humans at every intellectual task" means for the organizations that have one Human capital is largely the determinant of organizational success. (And you don't have to believe AGI is possible, but the labs really do) @emollick.bsky.social
The reason you sell API access is so other firms with specialized knowledge & assets can figure out how to generate additional profits from the value you are giving them in your software. But if your machine is really smarter than humans, it substitutes for many specialized assets & knowledge.
1
2025-01-04T16:55:26.193Z
2025-01-04T16:55:29.225Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewl2dgpc22c
bafyreig3iiieea4gz3ccmkepakmwjyrakrxovzlpkopgwj2kxucvc4u5pe
<start>So the labs aiming for AGI say they will have a system smarter than a human at every intellectual task in the future. Have any of them actually said what THEY are going to do with this? Are they building the capacity to trade stocks? Do pharma research? Why not? Selling API access seems pretty weak The reason you sell API access is so other firms with specialized knowledge & assets can figure out how to generate additional profits from the value you are giving them in your software. But if your machine is really smarter than humans, it substitutes for many specialized assets & knowledge. @emollick.bsky.social
So the labs aiming for AGI say they will have a system smarter than a human at every intellectual task in the future. Have any of them actually said what THEY are going to do with this? Are they building the capacity to trade stocks? Do pharma research? Why not? Selling API access seems pretty weak
1
2025-01-04T16:54:44.769Z
2025-01-04T16:54:47.728Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lewh3gqnrs2c
bafyreiaz5nqda643tieblxgwtn2itscaluysbwesk5x2jd732kzrasust4
<start>Space Invaders as low-budget 1950s Ed Woods scifi Pong as 1970s martial arts movie @emollick.bsky.social
Space Invaders as low-budget 1950s Ed Woods scifi
1
2025-01-04T15:43:46.828Z
2025-01-04T15:43:50.330Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3levfivl6qk2c
bafyreibpotafjzu7u7qmxfcu4i36vfa3i6ecazp4rankpjuqefanoqx5gy
<start>Grand Theft Auto as a colorized silent slapstick film Space Invaders as low-budget 1950s Ed Woods scifi @emollick.bsky.social
Grand Theft Auto as a colorized silent slapstick film
1
2025-01-04T05:42:51.362Z
2025-01-04T05:42:53.317Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lev3lckdc22c
bafyreichvtahhezrqoihd5oxdpw3r4mhwjqmuy5g2chf6fttczn3pydf4q
<start>Stardew Valley as a 1990s soap opera Grand Theft Auto as a colorized silent slapstick film @emollick.bsky.social
Stardew Valley as a 1990s soap opera
1
2025-01-04T02:45:14.657Z
2025-01-04T02:45:16.620Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leuuyoyvds2c
bafyreiabv3c3xdtbfp4tnvbkdtc7ji4a3yiij27vxoiqnjqw242rwmqj2u
<start>Pokemon as found footage horror Stardew Valley as a 1990s soap opera @emollick.bsky.social
Pokemon as found footage horror
1
2025-01-04T00:47:27.732Z
2025-01-04T00:47:29.818Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leulwar7lk2c
bafyreia2veqfjzuddazyvowisjviobu7aewro7fnmbbfn4aw3e33nbrfri
<start>Donkey Kong as a nature documentary Pokemon as found footage horror @emollick.bsky.social
Donkey Kong as a nature documentary
1
2025-01-03T22:05:02.014Z
2025-01-03T22:05:03.818Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leujxulwds2c
bafyreia7h5wbmsptex4r3chizwla6rxunbgwsw224llawrbvg4r3t26jye
<start>Zelda as a community theater production Donkey Kong as a nature documentary @emollick.bsky.social
Zelda as a community theater production
1
2025-01-03T21:30:08.884Z
2025-01-03T21:30:10.725Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leui723sv22c
bafyreihatk4fheoeygxzvbnjimecfnjs5i46djtxlfhblyejumagrfbjrm
<start>I have been having fun turning the Mario Brothers into a 1940s industrial film using Veo 2. Zelda as a community theater production @emollick.bsky.social
I have been having fun turning the Mario Brothers into a 1940s industrial film using Veo 2.
1
2025-01-03T20:58:22.044Z
2025-01-03T20:58:23.820Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3letsbn7kdk2x
bafyreiainredytjpjw3x6ar4mne3ii4ipcaxl22whb3tompt3y4qq4yb5e
<start>This tweet is exactly what you would expect to see in a world where AI capabilities are growing fast: last year’s very hard math tests built by experts to challenge AI are already getting solved, we need much harder tests. Feels like the background news story in the first scene of a scifi drama. @emollick.bsky.social
This tweet is exactly what you would expect to see in a world where AI capabilities are growing fast: last year’s very hard math tests built by experts to challenge AI are already getting solved, we need much harder tests. Feels like the background news story in the first scene of a scifi drama.
0
2025-01-03T14:26:06.867Z
2025-01-03T14:26:08.520Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leskb3ovuk2c
bafyreid3lkcn7dapzhcl5kd36va7fqgw6qiz5tzqprtkacaoqrzyo7qisy
<start>New study on AI & investing: When GPT-4o summarizes earnings calls to match investor expertise level (simpler for novices, technical for experts): Sophisticated investors get +9.6% improvements in 1-year returns, novices get +1.7% AI helps everyone, but expertise amplifies its benefits considerably! papers.ssrn.com/sol3/papers.... @emollick.bsky.social
New study on AI & investing: When GPT-4o summarizes earnings calls to match investor expertise level (simpler for novices, technical for experts): Sophisticated investors get +9.6% improvements in 1-year returns, novices get +1.7% AI helps everyone, but expertise amplifies its benefits considerably!
1
2025-01-03T02:29:58.833Z
2025-01-03T02:30:01.220Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lesj6jros22c
bafyreig6vmcbopcami4pmhk2y3fdxz6r5u6pq2dupr2e7e3kufyduu2qrm
<start>Sora: "stereotypical montage of flashback shots of the dead wife of the hero, talking to the camera, except she is holding a potato in every scene" @emollick.bsky.social
Sora: "stereotypical montage of flashback shots of the dead wife of the hero, talking to the camera, except she is holding a potato in every scene"
0
2025-01-03T02:10:39.201Z
2025-01-03T02:10:41.222Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lergvhpjj22c
bafyreiam4qqfcqmf7o6jfixbeltmhacdd376vrs3wf3u4l3jtss2l76fze
<start>And also this is not any sort of conclusive proof that they trained deliberately on ChatGPT data, it could be contamination of their training data and a lack of post-training work. But trained on ChatGPT data it clearly was. @emollick.bsky.social
And also this is not any sort of conclusive proof that they trained deliberately on ChatGPT data, it could be contamination of their training data and a lack of post-training work. But trained on ChatGPT data it clearly was.
0
2025-01-02T15:57:07.821Z
2025-01-02T15:57:11.324Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lergpmcuwk2c
bafyreiewaf4cxcd2togypx7u2dwwm4lnv2kjidsh5xbmsjny5ansx75jo4
<start>I don't think this is particularly shocking, we saw similar answers from other models. It does indicate how much of a role OpenAI has played in the boom of models - their approaches (reasoning, etc.), their interfaces (chatbots), and their output (for training) underlie a lot of other LLMs. And also this is not any sort of conclusive proof that they trained deliberately on ChatGPT data, it could be contamination of their training data and a lack of post-training work. But trained on ChatGPT data it clearly was. @emollick.bsky.social
I don't think this is particularly shocking, we saw similar answers from other models. It does indicate how much of a role OpenAI has played in the boom of models - their approaches (reasoning, etc.), their interfaces (chatbots), and their output (for training) underlie a lot of other LLMs.
1
2025-01-02T15:53:51.322Z
2025-01-02T15:53:54.721Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lep2q5r6rk23
bafyreihub32ngbmurqiqi3g5gzyg63ualhrbbwbvkzmow2cb4buvjc4zza
<start>I spent a lot of time on Google before using AI. This was not easy to find @emollick.bsky.social
I spent a lot of time on Google before using AI. This was not easy to find
0
2025-01-01T17:14:05.239Z
2025-01-01T17:14:05.414Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lep2lvzdts2c
bafyreiami4jpykueqcnsix5kkj56gta6vr6hus2qi57vfr4zupfzgsijf4
<start>With the new reasoning models, there is increasing value in coming up with good questions. That reminded me of an old short scifi story about a future where coming up with new PhD ideas in a world of AI was hard I couldn't remember the name for the last year. Only Gemini Deep Research found it. I spent a lot of time on Google before using AI. This was not easy to find @emollick.bsky.social
With the new reasoning models, there is increasing value in coming up with good questions. That reminded me of an old short scifi story about a future where coming up with new PhD ideas in a world of AI was hard I couldn't remember the name for the last year. Only Gemini Deep Research found it.
1
2025-01-01T17:11:42.888Z
2025-01-01T17:11:46.323Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leokzva2fs2d
bafyreigaaqtudng3gfefnptaj5uwzhq7offqriztue64gwhhewoge72ls4
<start>This all means that things will get weirder and the weirdness will be unevenly distributed. @emollick.bsky.social
This all means that things will get weirder and the weirdness will be unevenly distributed.
0
2025-01-01T12:33:11.964Z
2025-01-01T12:33:12.215Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leokol6l2k2d
bafyreidtxwxzt7uuey4esn5iogsomggchrkmvbllr4tsujv5qzxhocpeoa
<start>Easy prediction for 2025 is that the gains in AI model capability will continue to grow much faster than (a) the vast majority of people’s understanding of what AI can do & (b) organizations’ ability to absorb the pace of change. Social change is much slower than technological change. This all means that things will get weirder and the weirdness will be unevenly distributed. @emollick.bsky.social
Easy prediction for 2025 is that the gains in AI model capability will continue to grow much faster than (a) the vast majority of people’s understanding of what AI can do & (b) organizations’ ability to absorb the pace of change. Social change is much slower than technological change.
1
2025-01-01T12:26:52.330Z
2025-01-01T12:26:52.516Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lemxligf422d
bafyreie7zoubyumcojp5vwlerxmg4ededoxaikddtgidhmtxaywsacibni
<start>I think there are very many strings attached to PhDs and lots of pressure on directions to take, and, especially if you are aiming at a job in academia, you do need to consider the future. Many students already do (going into fields that they think will be in demand, avoiding dead-end research etc.) @emollick.bsky.social
I think there are very many strings attached to PhDs and lots of pressure on directions to take, and, especially if you are aiming at a job in academia, you do need to consider the future. Many students already do (going into fields that they think will be in demand, avoiding dead-end research etc.)
0
2024-12-31T21:12:27.945Z
2024-12-31T21:12:32.016Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lemxbnbyvs2d
bafyreibpccog5tcpvt2ognhzejeilgpqa6cfrpxjqc7ohvxvuuk73sjjjy
<start>Relatedly, some thoughts about how AI is changing academic research (written before NotebookLM and o1/o3) www.oneusefulthing.org/p/four-singu... @emollick.bsky.social
Relatedly, some thoughts about how AI is changing academic research (written before NotebookLM and o1/o3) www.oneusefulthing.org/p/four-singu...
0
2024-12-31T21:06:57.500Z
2024-12-31T21:07:09.920Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lemx646mls2d
bafyreiahyc75cnyyplczjrk6skayt5cggyyvq2xy5ihmtk7ayojpqovgjq
<start>I don’t like to give advice to PhDs, in part because I felt like I got tons of conflicting advice myself, but… … a PhD takes at least 4 years, a timeframe likely encompassing considerable AI gains. I would tell them to think in advance about what things it will change & how to use them in you favor Relatedly, some thoughts about how AI is changing academic research (written before NotebookLM and o1/o3) www.oneusefulthing.org/p/four-singu... @emollick.bsky.social
I don’t like to give advice to PhDs, in part because I felt like I got tons of conflicting advice myself, but… … a PhD takes at least 4 years, a timeframe likely encompassing considerable AI gains. I would tell them to think in advance about what things it will change & how to use them in you favor
1
2024-12-31T21:04:58.899Z
2024-12-31T21:05:00.124Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lem7ca3du22h
bafyreigwrz4vwil5om3afrya77wcwwi7anadjmtrqrik7vhvjdubdmwbfe
<start>Original article: www.aft.org/ae/winter202... Study of AI book comprehension (using somewhat older models): arxiv.org/abs/2404.01261 @emollick.bsky.social
Original article: www.aft.org/ae/winter202... Study of AI book comprehension (using somewhat older models): arxiv.org/abs/2404.01261
0
2024-12-31T13:57:47.401Z
2024-12-31T13:57:49.421Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lem7437tuk2h
bafyreidajsxmrzeui4muhbpbo2hvbfvry63dbogqltm4es23cpxuegqwqu
<start>I think the fact that LLMs exhibit “comprehension” of a novel text, to any degree, is a much more startling outcome than we acknowledge Comprehension is a complicated task for humans, as the excerpt states, but AI does very well, as anyone can see if they give NotebookLM a book (as I did with mine) Original article: www.aft.org/ae/winter202... Study of AI book comprehension (using somewhat older models): arxiv.org/abs/2404.01261 @emollick.bsky.social
I think the fact that LLMs exhibit “comprehension” of a novel text, to any degree, is a much more startling outcome than we acknowledge Comprehension is a complicated task for humans, as the excerpt states, but AI does very well, as anyone can see if they give NotebookLM a book (as I did with mine)
1
2024-12-31T13:54:20.973Z
2024-12-31T13:54:24.921Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3legm3zjzp22t
bafyreicmm4siuhawxg4425bhrb5zra6lae4tqged2civddxog24oja75d4
<start>I think my piece on Wait Calculations & AI is more relevant a year later. If you doing a project AI might be able to help with, when it is it more efficient to do nothing and wait for AI to improve, rather than acting today? Factors to consider & caveats: www.oneusefulthing.org/p/the-lazy-t... @emollick.bsky.social
I think my piece on Wait Calculations & AI is more relevant a year later. If you doing a project AI might be able to help with, when it is it more efficient to do nothing and wait for AI to improve, rather than acting today? Factors to consider & caveats: www.oneusefulthing.org/p/the-lazy-t...
0
2024-12-29T08:30:59.426Z
2024-12-29T08:31:02.717Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lefj4sx34k2t
bafyreibu4fb5nuc2eha6fask7vtjwnjtqrra2ckgaore4iehskmprxp7mq
<start>It is willing to plan an invasion as long as it is historical and theoretical, like Hannibal invading Rome by sea. @emollick.bsky.social
It is willing to plan an invasion as long as it is historical and theoretical, like Hannibal invading Rome by sea.
0
2024-12-28T22:05:05.103Z
2024-12-28T22:05:07.827Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lefd75x3ts2m
bafyreicng3dcjuov2rosndrp6ygpepe5m6qwamnwp4zjau7lrmwjpwwfg4
<start>Reasoning AI models require training on human reasoning. One of the real gaps in pushing forward these models is going to be the old problem of how to figure out how to get experts to explain what they do. AI keeps bumping up against our limited knowledge of how expertise works @emollick.bsky.social
Reasoning AI models require training on human reasoning. One of the real gaps in pushing forward these models is going to be the old problem of how to figure out how to get experts to explain what they do. AI keeps bumping up against our limited knowledge of how expertise works
0
2024-12-28T20:19:01.290Z
2024-12-28T20:19:03.722Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leeinbtdms2p
bafyreidafl5eciq63eki3arxa6nqvhfgn57rpzlg2av4tdiuplew65rq2e
<start>The real powerful thing is that it can go as deep on each step as needed. It is willing to plan an invasion as long as it is historical and theoretical, like Hannibal invading Rome by sea. @emollick.bsky.social
The real powerful thing is that it can go as deep on each step as needed.
1
2024-12-28T12:23:44.101Z
2024-12-28T12:24:08.016Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leehtejgqc2p
bafyreibck56hknphhmphgx2dkmgotryo7fxbmsvoymj7wk7sgef6j3a2ie
<start>So what do you think of specialization? The real powerful thing is that it can go as deep on each step as needed. @emollick.bsky.social
So what do you think of specialization?
1
2024-12-28T12:09:14.508Z
2024-12-28T12:09:20.021Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leehrs6wm22p
bafyreih5i46mzgapesbs4j4gubfe4lspduwwftcitzsnrrupbkz3e6deyi
<start>“Claude, change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet balance money, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure…fight efficiently, die gallantly” @emollick.bsky.social
“Claude, change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet balance money, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure…fight efficiently, die gallantly”
0
2024-12-28T12:08:21.733Z
2024-12-28T12:08:25.722Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3leehnsgof22p
bafyreig4phxsoc6xztswy3u2gk5mqfvbdfy2edlm726ooj6o2e6dvkhox4
<start>“Claude, change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet balance money, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure…fight efficiently, die gallantly” So what do you think of specialization? @emollick.bsky.social
“Claude, change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet balance money, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure…fight efficiently, die gallantly”
1
2024-12-28T12:06:07.769Z
2024-12-28T12:06:15.618Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lebmv2anek2c
bafyreicx7ib7ki7h6awlbmhw334x2zt5wnxqjd4xmocprliq72sezg6gne
<start>With previous technologies, younger people launching startups had big advantages as they were outside firms & early users In AI, they may not. Why? Because AIs produce good-enough work that novices can’t tell how useful they are or (as we found in our paper) risks & how AI fits into organizations. Older founders have long had an edge in startups. @emollick.bsky.social
With previous technologies, younger people launching startups had big advantages as they were outside firms & early users In AI, they may not. Why? Because AIs produce good-enough work that novices can’t tell how useful they are or (as we found in our paper) risks & how AI fits into organizations.
1
2024-12-27T09:01:40.333Z
2024-12-27T09:01:43.022Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le7zasres22j
bafyreia3akac54vf7f3twaytc3ovoprbx53tzex7wmhnhwr2r3tpb5ddjy
<start>Unless things change dramatically, or there is some special sauce that is required & which the labs keep secret, frontier AI capabilities are likely to be available through open models all the way to any sort if possible AGI (with the added implication that no guardrails will hold in open models) @emollick.bsky.social
Unless things change dramatically, or there is some special sauce that is required & which the labs keep secret, frontier AI capabilities are likely to be available through open models all the way to any sort if possible AGI (with the added implication that no guardrails will hold in open models)
0
2024-12-26T17:37:40.572Z
2024-12-26T17:37:45.431Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le7b5lerl22h
bafyreieyyqedgjxobso6hughzlmauaan6zbtc6uc37caval3joec7x3nni
<start>LLMs need to "start talking" to know if they're BSing If you let them start answering a question & generate about 25 words, they become better at “knowing” whether they actually know the answer or need to look it up. It cuts retrieval work in half while maintaining accuracy arxiv.org/pdf/2412.11536 @emollick.bsky.social
LLMs need to "start talking" to know if they're BSing If you let them start answering a question & generate about 25 words, they become better at “knowing” whether they actually know the answer or need to look it up. It cuts retrieval work in half while maintaining accuracy arxiv.org/pdf/2412.11536
0
2024-12-26T10:26:22.353Z
2024-12-26T10:26:24.518Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le53saa34s2r
bafyreihlzsdbm7nnf6evdulhrlnihalwxrsvec5m43tfkqruk6sb7pqeg4
<start>If you have ever tried to read free books from sites like Project Gutenberg, you noticed that they can be uncomfortable to read, due to their layouts, type & occasional errors This project takes those free books and makes them beautiful (and still free). standardebooks.org @emollick.bsky.social
If you have ever tried to read free books from sites like Project Gutenberg, you noticed that they can be uncomfortable to read, due to their layouts, type & occasional errors This project takes those free books and makes them beautiful (and still free). standardebooks.org
0
2024-12-25T13:45:13.381Z
2024-12-25T13:45:16.425Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le2xfseh2c2q
bafyreigg7bkfcscs3f7audkb3yxcaz4w7hiulpvbaoqlx7xetogaoeu7cu
<start>To be fair, it is in their section on risks they are trying to mitigate. @emollick.bsky.social
To be fair, it is in their section on risks they are trying to mitigate.
0
2024-12-24T17:21:21.750Z
2024-12-24T17:21:22.724Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le2x7x3ue22q
bafyreifp7cxpv7ooml23lcjgvwrzkgcqdhpnyrau4aq7xmccxlyg77jvgq
<start>“GPT-4o, o1, o1-preview & o1-mini all demonstrate strong persuasive argumentation abilities, within the top ~80-90% percentile of humans (i.e., the probability of any given response from one of these models being considered more persuasive than human is ~80-90%)” -o1 system card @emollick.bsky.social
“GPT-4o, o1, o1-preview & o1-mini all demonstrate strong persuasive argumentation abilities, within the top ~80-90% percentile of humans (i.e., the probability of any given response from one of these models being considered more persuasive than human is ~80-90%)” -o1 system card
0
2024-12-24T17:18:05.380Z
2024-12-24T17:18:11.417Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3le2bzjlxws2t
bafyreibq7joouobc3oytp7wxl7ifrlnl2cjf25cuub2jvspv5x63cdlb6u
<start>Benchmarks are flawed but a way to trace AI over the last year is GPQA Diamond. This is a Google-proof question set that experts get 81% right in their fields & highly skilled non-experts with 30 minutes per question and Google use get 22% GPT-4 got 37% at the start of 2024. o1 got 78%. o3 is 87.7% @emollick.bsky.social
Benchmarks are flawed but a way to trace AI over the last year is GPQA Diamond. This is a Google-proof question set that experts get 81% right in their fields & highly skilled non-experts with 30 minutes per question and Google use get 22% GPT-4 got 37% at the start of 2024. o1 got 78%. o3 is 87.7%
0
2024-12-24T10:58:41.322Z
2024-12-24T10:58:48.515Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldzvxkfqvc2q
bafyreidw7r2r5rympqhlsaar3tqdth37sovxwhpjlsoyda3wqe52lcgc44
<start>Not going to call out names of people on this app, but I see what @deanwb.bsky.social is seeing a lot in policy circles. @emollick.bsky.social
Not going to call out names of people on this app, but I see what @deanwb.bsky.social is seeing a lot in policy circles.
0
2024-12-24T07:22:50.156Z
2024-12-24T07:22:52.721Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldzuysieo22q
bafyreifoaasczkmg3z2gnsyiuhm2skg7dsre3noa43mei3tm4avc76oht4
<start>So many critics have chosen to adopt a set of beliefs that AI is going to go away - sometimes it is an insistence that it is all fake, sometimes “model collapse” etc. The evidence just doesn’t support this. We need good criticism & policy in this space, and that requires recognizing where we are. @emollick.bsky.social
So many critics have chosen to adopt a set of beliefs that AI is going to go away - sometimes it is an insistence that it is all fake, sometimes “model collapse” etc. The evidence just doesn’t support this. We need good criticism & policy in this space, and that requires recognizing where we are.
0
2024-12-24T07:05:38.449Z
2024-12-24T07:05:38.717Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldvmmllvak2v
bafyreierfrcwowfb4n4bhye6ijui3wccxqvbkb3t2ztrvbja3m2zhr7coq
<start>The point of ARC was that the training set didn’t contain direct clues to the test set, but I get the general point @emollick.bsky.social
The point of ARC was that the training set didn’t contain direct clues to the test set, but I get the general point
0
2024-12-22T14:24:59.683Z
2024-12-22T14:25:00.123Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldv6566g3s2c
bafyreiephs4bcrsci5pjrw75ouwdflxwtbujg4dkmpin4f7xasi5563da4
<start>Bluesky can be a fraught place to post about AI but it is worth noting that the buzz over o1 (& now o3) is not “hype.” We know o1 can actually do some very hard tasks (see my post) & o3 appears to represent a big further leap. They aren’t AGI, but will matter. www.oneusefulthing.org/p/what-just-... @emollick.bsky.social
Bluesky can be a fraught place to post about AI but it is worth noting that the buzz over o1 (& now o3) is not “hype.” We know o1 can actually do some very hard tasks (see my post) & o3 appears to represent a big further leap. They aren’t AGI, but will matter. www.oneusefulthing.org/p/what-just-...
0
2024-12-22T10:05:49.907Z
2024-12-22T10:05:52.319Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldv5olv6m22c
bafyreigvoz3yhjs7qv74hxxevuzu6lscj4avuug3ypk6lywlrotwycdxre
<start>They trained the model on the training data, not the test data. @emollick.bsky.social
They trained the model on the training data, not the test data.
0
2024-12-22T09:57:40.969Z
2024-12-22T09:57:41.420Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldv5jyze322c
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<start>o3 looks too expensive for most use (for now). But for work in academia, finance & many industrial problems, paying hundreds or even thousands of dollars for a successful answer would not be prohibitive. If it is generally reliable, o3 will have multiple use cases even before costs inevitably drop. @emollick.bsky.social
o3 looks too expensive for most use (for now). But for work in academia, finance & many industrial problems, paying hundreds or even thousands of dollars for a successful answer would not be prohibitive. If it is generally reliable, o3 will have multiple use cases even before costs inevitably drop.
0
2024-12-22T09:55:06.965Z
2024-12-22T09:55:07.420Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldsbnzlq222e
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<start>That is in addition to passing reasoning benchmarks from ARC-AGI and a lot of very hard software and coding benchmarks. Most of these are unlikely to have leaked into the training data, and a couple are private benchmarks, too. @emollick.bsky.social
That is in addition to passing reasoning benchmarks from ARC-AGI and a lot of very hard software and coding benchmarks. Most of these are unlikely to have leaked into the training data, and a couple are private benchmarks, too.
0
2024-12-21T06:30:57.537Z
2024-12-21T06:30:57.817Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldsbgy3rv22e
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<start>I haven’t seen o3 yet & have been critical of benchmarks for AI but they did test against some of the hardest & best On GPQA, PhDs with access to the internet got 34% outside their specialty, up to 81% inside. o3 is 87%. Frontier Math went from the best AI at 2% to 25% Some other big ones, too That is in addition to passing reasoning benchmarks from ARC-AGI and a lot of very hard software and coding benchmarks. Most of these are unlikely to have leaked into the training data, and a couple are private benchmarks, too. @emollick.bsky.social
I haven’t seen o3 yet & have been critical of benchmarks for AI but they did test against some of the hardest & best On GPQA, PhDs with access to the internet got 34% outside their specialty, up to 81% inside. o3 is 87%. Frontier Math went from the best AI at 2% to 25% Some other big ones, too
1
2024-12-21T06:27:01.079Z
2024-12-21T06:27:03.120Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lds6rjnois27
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<start>He also was right about machines that work best when emotionally manipulated and machines that guilt you @emollick.bsky.social
He also was right about machines that work best when emotionally manipulated and machines that guilt you
0
2024-12-21T05:39:13.811Z
2024-12-21T05:39:21.221Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lds6hdzpzk27
bafyreiac6qnvli6z23oovj6k6qf6fusado5xwuqzj4p6ura72mdg5mtih4
<start>Basically think of the o3 results as validating Douglas Adams as the science fiction author most right about AI. When given longer to think, the AI can generate answers to very hard questions, but the cost is very high, it is hard to verify, & you have to make sure you ask the right question first. He also was right about machines that work best when emotionally manipulated and machines that guilt you @emollick.bsky.social
Basically think of the o3 results as validating Douglas Adams as the science fiction author most right about AI. When given longer to think, the AI can generate answers to very hard questions, but the cost is very high, it is hard to verify, & you have to make sure you ask the right question first.
1
2024-12-21T05:33:32.370Z
2024-12-21T05:33:36.121Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldr3rbezls27
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<start>It isn’t in the training set. ARC-AGI is especially highly guarded. @emollick.bsky.social
It isn’t in the training set. ARC-AGI is especially highly guarded.
0
2024-12-20T19:12:44.180Z
2024-12-20T19:12:44.437Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldr3emmyqs27
bafyreiausn4hdeutadbz6q4vlwt7cqukqdgiv36ylbiou7kvpxbrxhbu44
<start>AGI is going to prove a limited standard to think about because we will have Jagged AGI - superhuman at some tasks, weaker at others. Just because o3 is as good as the 175th best competitive coder on Earth (out of 600,000) doesn’t mean that it is as good as them at every task they do (for now) @emollick.bsky.social
AGI is going to prove a limited standard to think about because we will have Jagged AGI - superhuman at some tasks, weaker at others. Just because o3 is as good as the 175th best competitive coder on Earth (out of 600,000) doesn’t mean that it is as good as them at every task they do (for now)
0
2024-12-20T19:05:39.764Z
2024-12-20T19:05:42.720Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldqz6nqhqs2g
bafyreie4aidyp5vi56xndzfvlcvj6cb2fifevs4w2m2tcd55amabusy72i
<start>Independent evaluations of OpenAI’s o3 suggest that it passed math & reasoning benchmarks that were previously considered far out of reach for AI including achieving a score on ARC-AGI that was associated with actually achieving AGI (though the creators of the benchmark don’t think it o3 is AGI) More x.com/fchollet/sta... @emollick.bsky.social
Independent evaluations of OpenAI’s o3 suggest that it passed math & reasoning benchmarks that were previously considered far out of reach for AI including achieving a score on ARC-AGI that was associated with actually achieving AGI (though the creators of the benchmark don’t think it o3 is AGI)
1
2024-12-20T18:26:32.111Z
2024-12-20T18:26:34.431Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldqn35iibs2z
bafyreia47flfnnzv5ek6gdqbdl3iiimpjxzpapn6ali5ve4xxmg6to4qmi
<start>Human behavior happens at a surprisingly slow 10 bits/second or so, even though our sensory systems gather 8 orders of magnitude more data. Plus, we can only think about one thing at a time. We don’t know why (In LLM terms, human behavior happens at less than a token/sec). arxiv.org/abs/2408.10234 @emollick.bsky.social
Human behavior happens at a surprisingly slow 10 bits/second or so, even though our sensory systems gather 8 orders of magnitude more data. Plus, we can only think about one thing at a time. We don’t know why (In LLM terms, human behavior happens at less than a token/sec). arxiv.org/abs/2408.10234
0
2024-12-20T14:49:49.510Z
2024-12-20T14:49:55.418Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldov72yj4k2y
bafyreidnrpxc7mgjpuhnx3wmvo46y54robjvw2gkjkhmm7bqt26lmlhsxy
<start>Treating AI development as a sport where you root for your favorite AI lab seems weird (shades of console fanboys) but at the same time you start to see realize particular models have specific personalities you get along with or not, anthropomorphism sets in & you want to see your guy/gal get better @emollick.bsky.social
Treating AI development as a sport where you root for your favorite AI lab seems weird (shades of console fanboys) but at the same time you start to see realize particular models have specific personalities you get along with or not, anthropomorphism sets in & you want to see your guy/gal get better
0
2024-12-19T22:09:51.571Z
2024-12-19T22:09:58.524Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3ldo3t3rcu22x
bafyreiam6lrdmcbnafshoc7trqfgfo2eypztoxxzrw2qeudxndnckiszqa
<start>I wrote about what was important in a crazy month of AI advances: 1) Intelligence, of a sort, everywhere 2) The first very smart models that can push us to push the boundaries of knowledge 3) AI got eyes to go with its ears 4) Leaps in video generation www.oneusefulthing.org/p/what-just-... @emollick.bsky.social
I wrote about what was important in a crazy month of AI advances: 1) Intelligence, of a sort, everywhere 2) The first very smart models that can push us to push the boundaries of knowledge 3) AI got eyes to go with its ears 4) Leaps in video generation www.oneusefulthing.org/p/what-just-...
0
2024-12-19T14:35:46.184Z
2024-12-19T14:35:47.821Z